default search action
BibTeX records: Zhao Song 0002
@article{DBLP:journals/siamcomp/RubinsteinSSS25,
author = {Aviad Rubinstein and
Saeed Seddighin and
Zhao Song and
Xiaorui Sun},
title = {Approximation Algorithms for {LCS} and {LIS} with Truly Improved Running
Times},
journal = {{SIAM} J. Comput.},
volume = {54},
number = {4},
pages = {S19--276},
year = {2025},
url = {https://doi.org/10.1137/20m1316500},
doi = {10.1137/20M1316500},
timestamp = {Mon, 06 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamcomp/RubinsteinSSS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Shen000L000KDS025,
author = {Xuan Shen and
Zhao Song and
Yufa Zhou and
Bo Chen and
Yanyu Li and
Yifan Gong and
Kai Zhang and
Hao Tan and
Jason Kuen and
Henghui Ding and
Zhihao Shu and
Wei Niu and
Pu Zhao and
Yanzhi Wang and
Jiuxiang Gu},
editor = {Toby Walsh and
Julie Shah and
Zico Kolter},
title = {LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers},
booktitle = {AAAI-25, Sponsored by the Association for the Advancement of Artificial
Intelligence, February 25 - March 4, 2025, Philadelphia, PA, {USA}},
pages = {20409--20417},
publisher = {{AAAI} Press},
year = {2025},
url = {https://doi.org/10.1609/aaai.v39i19.34248},
doi = {10.1609/AAAI.V39I19.34248},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/Shen000L000KDS025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Shen000L0R00CZ025,
author = {Xuan Shen and
Zhao Song and
Yufa Zhou and
Bo Chen and
Jing Liu and
Ruiyi Zhang and
Ryan A. Rossi and
Hao Tan and
Tong Yu and
Xiang Chen and
Yufan Zhou and
Tong Sun and
Pu Zhao and
Yanzhi Wang and
Jiuxiang Gu},
editor = {Toby Walsh and
Julie Shah and
Zico Kolter},
title = {Numerical Pruning for Efficient Autoregressive Models},
booktitle = {AAAI-25, Sponsored by the Association for the Advancement of Artificial
Intelligence, February 25 - March 4, 2025, Philadelphia, PA, {USA}},
pages = {20418--20426},
publisher = {{AAAI} Press},
year = {2025},
url = {https://doi.org/10.1609/aaai.v39i19.34249},
doi = {10.1609/AAAI.V39I19.34249},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/Shen000L0R00CZ025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiLSSZ25,
author = {Chenyang Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Tianyi Zhou},
editor = {Yingzhen Li and
Stephan Mandt and
Shipra Agrawal and
Mohammad Emtiyaz Khan},
title = {Fourier Circuits in Neural Networks and Transformers: {A} Case Study
of Modular Arithmetic with Multiple Inputs},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2025, Mai Khao, Thailand, 3-5 May 2025},
series = {Proceedings of Machine Learning Research},
volume = {258},
pages = {523--531},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v258/li25b.html},
timestamp = {Mon, 18 Aug 2025 15:30:39 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiLSSZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GaoSY25,
author = {Yeqi Gao and
Zhao Song and
Junze Yin},
editor = {Yingzhen Li and
Stephan Mandt and
Shipra Agrawal and
Mohammad Emtiyaz Khan},
title = {An Iterative Algorithm for Rescaled Hyperbolic Functions Regression},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2025, Mai Khao, Thailand, 3-5 May 2025},
series = {Proceedings of Machine Learning Research},
volume = {258},
pages = {2548--2556},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v258/gao25f.html},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GaoSY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiangSSSZ25,
author = {Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song and
Yufa Zhou},
editor = {Yingzhen Li and
Stephan Mandt and
Shipra Agrawal and
Mohammad Emtiyaz Khan},
title = {Looped ReLU MLPs May Be All You Need as Practical Programmable Computers},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2025, Mai Khao, Thailand, 3-5 May 2025},
series = {Proceedings of Machine Learning Research},
volume = {258},
pages = {2647--2655},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v258/liang25a.html},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiangSSSZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiLSS25,
author = {Chenyang Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
editor = {Yingzhen Li and
Stephan Mandt and
Shipra Agrawal and
Mohammad Emtiyaz Khan},
title = {When Can We Solve the Weighted Low Rank Approximation Problem in Truly
Subquadratic Time?},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2025, Mai Khao, Thailand, 3-5 May 2025},
series = {Proceedings of Machine Learning Research},
volume = {258},
pages = {2710--2718},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v258/li25f.html},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiLSS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenLLSS25,
author = {Bo Chen and
Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
editor = {Yingzhen Li and
Stephan Mandt and
Shipra Agrawal and
Mohammad Emtiyaz Khan},
title = {Bypassing the Exponential Dependency: Looped Transformers Efficiently
Learn In-context by Multi-step Gradient Descent},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2025, Mai Khao, Thailand, 3-5 May 2025},
series = {Proceedings of Machine Learning Research},
volume = {258},
pages = {4447--4455},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v258/chen25i.html},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenLLSS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpal/LiLSSY25,
author = {Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Junwei Yu},
editor = {Beidi Chen and
Shijia Liu and
Mert Pilanci and
Weijie Su and
Jeremias Sulam and
Yuxiang Wang and
Zhihui Zhu},
title = {Fast John Ellipsoid Computation with Differential Privacy Optimization},
booktitle = {Conference on Parsimony and Learning, Stanford University, USA, 24-27
March 2025},
series = {Proceedings of Machine Learning Research},
volume = {280},
pages = {24--64},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v280/li25a.html},
timestamp = {Wed, 05 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cpal/LiLSSY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpal/ChenLSSS25,
author = {Bo Chen and
Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song},
editor = {Beidi Chen and
Shijia Liu and
Mert Pilanci and
Weijie Su and
Jeremias Sulam and
Yuxiang Wang and
Zhihui Zhu},
title = {HSR-Enhanced Sparse Attention Acceleration},
booktitle = {Conference on Parsimony and Learning, Stanford University, USA, 24-27
March 2025},
series = {Proceedings of Machine Learning Research},
volume = {280},
pages = {105--133},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v280/chen25a.html},
timestamp = {Tue, 19 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cpal/ChenLSSS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpal/DaliriSY25,
author = {Majid Daliri and
Zhao Song and
Chiwun Yang},
editor = {Beidi Chen and
Shijia Liu and
Mert Pilanci and
Weijie Su and
Jeremias Sulam and
Yuxiang Wang and
Zhihui Zhu},
title = {Unlock the Theory behind Scaling 1-bit Neural Networks},
booktitle = {Conference on Parsimony and Learning, Stanford University, USA, 24-27
March 2025},
series = {Proceedings of Machine Learning Research},
volume = {280},
pages = {545--598},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v280/daliri25a.html},
timestamp = {Tue, 19 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cpal/DaliriSY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpal/KeLSSY25,
author = {Yekun Ke and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Chiwun Yang},
editor = {Beidi Chen and
Shijia Liu and
Mert Pilanci and
Weijie Su and
Jeremias Sulam and
Yuxiang Wang and
Zhihui Zhu},
title = {Curse of Attention: {A} Kernel-Based Perspective for Why Transformers
Fail to Generalize on Time Series Forecasting and Beyond},
booktitle = {Conference on Parsimony and Learning, Stanford University, USA, 24-27
March 2025},
series = {Proceedings of Machine Learning Research},
volume = {280},
pages = {675--738},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v280/ke25a.html},
timestamp = {Tue, 19 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cpal/KeLSSY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpal/ChenLLSS25,
author = {Yifang Chen and
Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
editor = {Beidi Chen and
Shijia Liu and
Mert Pilanci and
Weijie Su and
Jeremias Sulam and
Yuxiang Wang and
Zhihui Zhu},
title = {The Computational Limits of State-Space Models and Mamba via the Lens
of Circuit Complexity},
booktitle = {Conference on Parsimony and Learning, Stanford University, USA, 24-27
March 2025},
series = {Proceedings of Machine Learning Research},
volume = {280},
pages = {739--767},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v280/chen25b.html},
timestamp = {Tue, 19 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cpal/ChenLLSS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpal/SongWYY25,
author = {Zhao Song and
Weixin Wang and
Chenbo Yin and
Junze Yin},
editor = {Beidi Chen and
Shijia Liu and
Mert Pilanci and
Weijie Su and
Jeremias Sulam and
Yuxiang Wang and
Zhihui Zhu},
title = {Fast and Efficient Matching Algorithm with Deadline Instances},
booktitle = {Conference on Parsimony and Learning, Stanford University, USA, 24-27
March 2025},
series = {Proceedings of Machine Learning Research},
volume = {280},
pages = {932--959},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v280/song25a.html},
timestamp = {Tue, 19 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cpal/SongWYY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpal/DengLSWZ25,
author = {Yichuan Deng and
Jiangxuan Long and
Zhao Song and
Zifan Wang and
Han Zhang},
editor = {Beidi Chen and
Shijia Liu and
Mert Pilanci and
Weijie Su and
Jeremias Sulam and
Yuxiang Wang and
Zhihui Zhu},
title = {Streaming Kernel {PCA} Algorithm With Small Space},
booktitle = {Conference on Parsimony and Learning, Stanford University, USA, 24-27
March 2025},
series = {Proceedings of Machine Learning Research},
volume = {280},
pages = {1216--1254},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v280/deng25a.html},
timestamp = {Wed, 27 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cpal/DengLSWZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0002YY025,
author = {Zhao Song and
Mingquan Ye and
Junze Yin and
Lichen Zhang},
title = {Efficient Alternating Minimization with Applications to Weighted Low
Rank Approximation},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=rvhu4V7yrX},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0002YY025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Gu0025,
author = {Yuzhou Gu and
Zhao Song and
Lichen Zhang},
title = {Faster Algorithms for Structured Linear and Kernel Support Vector
Machines},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=DDNFTaVQdU},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Gu0025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuSK0025,
author = {Jerry Yao{-}Chieh Hu and
Maojiang Su and
En{-}Jui Kuo and
Zhao Song and
Han Liu},
title = {Computational Limits of Low-Rank Adaptation (LoRA) Fine-Tuning for
Transformer Models},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=Lf5znhZmFu},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuSK0025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuWGL0025,
author = {Jerry Yao{-}Chieh Hu and
Wei{-}Po Wang and
Ammar Gilani and
Chenyang Li and
Zhao Song and
Han Liu},
title = {Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity
and Efficiency},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=jDpdQPMosW},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuWGL0025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiangLS0025,
author = {Yingyu Liang and
Jiangxuan Long and
Zhenmei Shi and
Zhao Song and
Yufa Zhou},
title = {Beyond Linear Approximations: {A} Novel Pruning Approach for Attention
Matrix},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=sgbI8Pxwie},
timestamp = {Wed, 27 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiangLS0025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenGLLSSSWY25,
author = {Bo Chen and
Chengyue Gong and
Xiaoyu Li and
Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song and
Mingda Wan and
Xugang Ye},
editor = {Silvia Chiappa and
Sara Magliacane},
title = {NRFlow: Towards Noise-Robust Generative Modeling via High-Order Mechanism},
booktitle = {Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace,
Rio de Janeiro, Brazil, 21-25 July 2025},
series = {Proceedings of Machine Learning Research},
volume = {286},
pages = {673--704},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v286/chen25e.html},
timestamp = {Mon, 18 Aug 2025 15:30:39 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChenGLLSSSWY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GaoSWY25,
author = {Yeqi Gao and
Zhao Song and
Weixin Wang and
Junze Yin},
editor = {Silvia Chiappa and
Sara Magliacane},
title = {A Fast Optimization View: Reformulating Single Layer Attention in
{LLM} Based on Tensor and {SVM} Trick, and Solving It in Matrix Multiplication
Time},
booktitle = {Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace,
Rio de Janeiro, Brazil, 21-25 July 2025},
series = {Proceedings of Machine Learning Research},
volume = {286},
pages = {1381--1452},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v286/gao25a.html},
timestamp = {Mon, 18 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GaoSWY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiangSXYZ25,
author = {Jiehao Liang and
Zhao Song and
Zhaozhuo Xu and
Junze Yin and
Danyang Zhuo},
editor = {Silvia Chiappa and
Sara Magliacane},
title = {Dynamic Maintenance of Kernel Density Estimation Data Structure: From
Practice to Theory},
booktitle = {Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace,
Rio de Janeiro, Brazil, 21-25 July 2025},
series = {Proceedings of Machine Learning Research},
volume = {286},
pages = {2552--2581},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v286/liang25a.html},
timestamp = {Mon, 18 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LiangSXYZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/GuLSS025,
author = {Jiuxiang Gu and
Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song},
title = {Differential Privacy Mechanisms in Neural Tangent Kernel Regression},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2025, Tucson, AZ, USA, February 26 - March 6, 2025},
pages = {2342--2356},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/WACV61041.2025.00234},
doi = {10.1109/WACV61041.2025.00234},
timestamp = {Wed, 23 Apr 2025 08:48:43 +0200},
biburl = {https://dblp.org/rec/conf/wacv/GuLSS025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-04299,
author = {Yekun Ke and
Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
title = {Circuit Complexity Bounds for Visual Autoregressive Model},
journal = {CoRR},
volume = {abs/2501.04299},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.04299},
doi = {10.48550/ARXIV.2501.04299},
eprinttype = {arXiv},
eprint = {2501.04299},
timestamp = {Fri, 28 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-04299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-04377,
author = {Yekun Ke and
Xiaoyu Li and
Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song},
title = {On Computational Limits and Provably Efficient Criteria of Visual
Autoregressive Models: {A} Fine-Grained Complexity Analysis},
journal = {CoRR},
volume = {abs/2501.04377},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.04377},
doi = {10.48550/ARXIV.2501.04377},
eprinttype = {arXiv},
eprint = {2501.04377},
timestamp = {Tue, 18 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-04377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-05884,
author = {Dabing Cheng and
Haosen Zhan and
Xingchen Zhao and
Guisheng Liu and
Zemin Li and
Jinghui Xie and
Zhao Song and
Weiguo Feng and
Bingyue Peng},
title = {Text-to-Edit: Controllable End-to-End Video Ad Creation via Multimodal
LLMs},
journal = {CoRR},
volume = {abs/2501.05884},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.05884},
doi = {10.48550/ARXIV.2501.05884},
eprinttype = {arXiv},
eprint = {2501.05884},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-05884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-06444,
author = {Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Wei Wang and
Jiahao Zhang},
title = {On the Computational Capability of Graph Neural Networks: {A} Circuit
Complexity Bound Perspective},
journal = {CoRR},
volume = {abs/2501.06444},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.06444},
doi = {10.48550/ARXIV.2501.06444},
eprinttype = {arXiv},
eprint = {2501.06444},
timestamp = {Wed, 19 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-06444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-09982,
author = {Yuefan Cao and
Chengyue Gong and
Xiaoyu Li and
Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song},
title = {RichSpace: Enriching Text-to-Video Prompt Space via Text Embedding
Interpolation},
journal = {CoRR},
volume = {abs/2501.09982},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.09982},
doi = {10.48550/ARXIV.2501.09982},
eprinttype = {arXiv},
eprint = {2501.09982},
timestamp = {Fri, 21 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-09982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-10688,
author = {Xiaoyu Li and
Yingyu Liang and
Jiangxuan Long and
Zhenmei Shi and
Zhao Song and
Zhen Zhuang},
title = {Neural Algorithmic Reasoning for Hypergraphs with Looped Transformers},
journal = {CoRR},
volume = {abs/2501.10688},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.10688},
doi = {10.48550/ARXIV.2501.10688},
eprinttype = {arXiv},
eprint = {2501.10688},
timestamp = {Wed, 27 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-10688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-00500,
author = {Yang Cao and
Zhao Song and
Chiwun Yang},
title = {Video Latent Flow Matching: Optimal Polynomial Projections for Video
Interpolation and Extrapolation},
journal = {CoRR},
volume = {abs/2502.00500},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.00500},
doi = {10.48550/ARXIV.2502.00500},
eprinttype = {arXiv},
eprint = {2502.00500},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-00500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-00688,
author = {Bo Chen and
Chengyue Gong and
Xiaoyu Li and
Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song and
Mingda Wan},
title = {High-Order Matching for One-Step Shortcut Diffusion Models},
journal = {CoRR},
volume = {abs/2502.00688},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.00688},
doi = {10.48550/ARXIV.2502.00688},
eprinttype = {arXiv},
eprint = {2502.00688},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-00688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-00690,
author = {Yuefan Cao and
Xiaoyu Li and
Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song and
Jiahao Zhang},
title = {Dissecting Submission Limit in Desk-Rejections: {A} Mathematical Analysis
of Fairness in {AI} Conference Policies},
journal = {CoRR},
volume = {abs/2502.00690},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.00690},
doi = {10.48550/ARXIV.2502.00690},
eprinttype = {arXiv},
eprint = {2502.00690},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-00690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-00693,
author = {Yekun Ke and
Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song},
title = {DPBloomfilter: Securing Bloom Filters with Differential Privacy},
journal = {CoRR},
volume = {abs/2502.00693},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.00693},
doi = {10.48550/ARXIV.2502.00693},
eprinttype = {arXiv},
eprint = {2502.00693},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-00693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-06167,
author = {Yifang Chen and
Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
title = {Universal Approximation of Visual Autoregressive Transformers},
journal = {CoRR},
volume = {abs/2502.06167},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.06167},
doi = {10.48550/ARXIV.2502.06167},
eprinttype = {arXiv},
eprint = {2502.06167},
timestamp = {Fri, 14 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-06167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-08150,
author = {Yang Cao and
Bo Chen and
Xiaoyu Li and
Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song and
Mingda Wan},
title = {Force Matching with Relativistic Constraints: {A} Physics-Inspired
Approach to Stable and Efficient Generative Modeling},
journal = {CoRR},
volume = {abs/2502.08150},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.08150},
doi = {10.48550/ARXIV.2502.08150},
eprinttype = {arXiv},
eprint = {2502.08150},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-08150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-16490,
author = {Chengyue Gong and
Yekun Ke and
Xiaoyu Li and
Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song},
title = {On Computational Limits of FlowAR Models: Expressivity and Efficiency},
journal = {CoRR},
volume = {abs/2502.16490},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.16490},
doi = {10.48550/ARXIV.2502.16490},
eprinttype = {arXiv},
eprint = {2502.16490},
timestamp = {Thu, 20 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-16490.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-16912,
author = {Chenyang Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
title = {When Can We Solve the Weighted Low Rank Approximation Problem in Truly
Subquadratic Time?},
journal = {CoRR},
volume = {abs/2502.16912},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.16912},
doi = {10.48550/ARXIV.2502.16912},
eprinttype = {arXiv},
eprint = {2502.16912},
timestamp = {Thu, 20 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-16912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-01314,
author = {Yifang Chen and
Xuyang Guo and
Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
title = {Scaling Law Phenomena Across Regression Paradigms: Multiple and Kernel
Approaches},
journal = {CoRR},
volume = {abs/2503.01314},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.01314},
doi = {10.48550/ARXIV.2503.01314},
eprinttype = {arXiv},
eprint = {2503.01314},
timestamp = {Tue, 08 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-01314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-06884,
author = {Yuefan Cao and
Xuyang Guo and
Jiayan Huo and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Jiahao Zhang and
Zhen Zhuang},
title = {Text-to-Image Diffusion Models Cannot Count, and Prompt Refinement
Cannot Help},
journal = {CoRR},
volume = {abs/2503.06884},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.06884},
doi = {10.48550/ARXIV.2503.06884},
eprinttype = {arXiv},
eprint = {2503.06884},
timestamp = {Fri, 11 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-06884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-08032,
author = {Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song and
Mingda Wan},
title = {{HOFAR:} High-Order Augmentation of Flow Autoregressive Transformers},
journal = {CoRR},
volume = {abs/2503.08032},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.08032},
doi = {10.48550/ARXIV.2503.08032},
eprinttype = {arXiv},
eprint = {2503.08032},
timestamp = {Sun, 13 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-08032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-09069,
author = {Chengyue Gong and
Xiaoyu Li and
Yingyu Liang and
Jiangxuan Long and
Zhenmei Shi and
Zhao Song and
Yu Tian},
title = {Theoretical Guarantees for High Order Trajectory Refinement in Generative
Flows},
journal = {CoRR},
volume = {abs/2503.09069},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.09069},
doi = {10.48550/ARXIV.2503.09069},
eprinttype = {arXiv},
eprint = {2503.09069},
timestamp = {Wed, 27 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-09069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-11108,
author = {Yifang Chen and
Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Yu Tian},
title = {Time and Memory Trade-off of KV-Cache Compression in Tensor Transformer
Decoding},
journal = {CoRR},
volume = {abs/2503.11108},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.11108},
doi = {10.48550/ARXIV.2503.11108},
eprinttype = {arXiv},
eprint = {2503.11108},
timestamp = {Sun, 13 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-11108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-14076,
author = {Jiangxuan Long and
Zhao Song and
Chiwun Yang},
title = {Theoretical Foundation of Flow-Based Time Series Generation: Provable
Approximation, Generalization, and Efficiency},
journal = {CoRR},
volume = {abs/2503.14076},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.14076},
doi = {10.48550/ARXIV.2503.14076},
eprinttype = {arXiv},
eprint = {2503.14076},
timestamp = {Wed, 27 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-14076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-14881,
author = {Bo Chen and
Xiaoyu Li and
Yekun Ke and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
title = {Exploring the Limits of {KV} Cache Compression in Visual Autoregressive
Transformers},
journal = {CoRR},
volume = {abs/2503.14881},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.14881},
doi = {10.48550/ARXIV.2503.14881},
eprinttype = {arXiv},
eprint = {2503.14881},
timestamp = {Mon, 14 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-14881.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-04051,
author = {Xuyang Guo and
Zekai Huang and
Jiayan Huo and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Jiahao Zhang},
title = {Can You Count to Nine? {A} Human Evaluation Benchmark for Counting
Limits in Modern Text-to-Video Models},
journal = {CoRR},
volume = {abs/2504.04051},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.04051},
doi = {10.48550/ARXIV.2504.04051},
eprinttype = {arXiv},
eprint = {2504.04051},
timestamp = {Mon, 19 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-04051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-04702,
author = {Bo Chen and
Zhenmei Shi and
Zhao Song and
Jiahao Zhang},
title = {Provable Failure of Language Models in Learning Majority Boolean Logic
via Gradient Descent},
journal = {CoRR},
volume = {abs/2504.04702},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.04702},
doi = {10.48550/ARXIV.2504.04702},
eprinttype = {arXiv},
eprint = {2504.04702},
timestamp = {Mon, 19 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-04702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-08542,
author = {Haoran Cheng and
Qide Dong and
Liang Peng and
Zhizhou Sha and
Weiguo Feng and
Jinghui Xie and
Zhao Song and
Shilei Wen and
Xiaofei He and
Boxi Wu},
title = {Discriminator-Free Direct Preference Optimization for Video Diffusion},
journal = {CoRR},
volume = {abs/2504.08542},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.08542},
doi = {10.48550/ARXIV.2504.08542},
eprinttype = {arXiv},
eprint = {2504.08542},
timestamp = {Wed, 21 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-08542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-19901,
author = {Hude Liu and
Jerry Yao{-}Chieh Hu and
Zhao Song and
Han Liu},
title = {Attention Mechanism, Max-Affine Partition, and Universal Approximation},
journal = {CoRR},
volume = {abs/2504.19901},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.19901},
doi = {10.48550/ARXIV.2504.19901},
eprinttype = {arXiv},
eprint = {2504.19901},
timestamp = {Tue, 27 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-19901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-00337,
author = {Xuyang Guo and
Jiayan Huo and
Zhenmei Shi and
Zhao Song and
Jiahao Zhang and
Jiale Zhao},
title = {T2VPhysBench: {A} First-Principles Benchmark for Physical Consistency
in Text-to-Video Generation},
journal = {CoRR},
volume = {abs/2505.00337},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.00337},
doi = {10.48550/ARXIV.2505.00337},
eprinttype = {arXiv},
eprint = {2505.00337},
timestamp = {Wed, 18 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-00337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-04946,
author = {Xuyang Guo and
Jiayan Huo and
Zhenmei Shi and
Zhao Song and
Jiahao Zhang and
Jiale Zhao},
title = {T2VTextBench: {A} Human Evaluation Benchmark for Textual Control in
Video Generation Models},
journal = {CoRR},
volume = {abs/2505.04946},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.04946},
doi = {10.48550/ARXIV.2505.04946},
eprinttype = {arXiv},
eprint = {2505.04946},
timestamp = {Fri, 20 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-04946.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-11892,
author = {Josh Alman and
Zhao Song},
title = {Fast RoPE Attention: Combining the Polynomial Method and Fast Fourier
Transform},
journal = {CoRR},
volume = {abs/2505.11892},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.11892},
doi = {10.48550/ARXIV.2505.11892},
eprinttype = {arXiv},
eprint = {2505.11892},
timestamp = {Mon, 23 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-11892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-16284,
author = {Josh Alman and
Zhao Song},
title = {Only Large Weights (And Not Skip Connections) Can Prevent the Perils
of Rank Collapse},
journal = {CoRR},
volume = {abs/2505.16284},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.16284},
doi = {10.48550/ARXIV.2505.16284},
eprinttype = {arXiv},
eprint = {2505.16284},
timestamp = {Wed, 25 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-16284.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-19531,
author = {Jerry Yao{-}Chieh Hu and
Xiwen Zhang and
Maojiang Su and
Zhao Song and
Han Liu},
title = {Minimalist Softmax Attention Provably Learns Constrained Boolean Functions},
journal = {CoRR},
volume = {abs/2505.19531},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.19531},
doi = {10.48550/ARXIV.2505.19531},
eprinttype = {arXiv},
eprint = {2505.19531},
timestamp = {Thu, 26 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-19531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-05503,
author = {Shiyuan Feng and
Ying Feng and
George Z. Li and
Zhao Song and
David P. Woodruff and
Lichen Zhang},
title = {On Differential Privacy for Adaptively Solving Search Problems via
Sketching},
journal = {CoRR},
volume = {abs/2506.05503},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.05503},
doi = {10.48550/ARXIV.2506.05503},
eprinttype = {arXiv},
eprint = {2506.05503},
timestamp = {Wed, 09 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-05503.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-20141,
author = {Xiaoyu Li and
Zhao Song and
Jiahao Zhang},
title = {Accept More, Reject Less: Reducing up to 19{\%} Unnecessary Desk-Rejections
over 11 Years of {ICLR} Data},
journal = {CoRR},
volume = {abs/2506.20141},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.20141},
doi = {10.48550/ARXIV.2506.20141},
eprinttype = {arXiv},
eprint = {2506.20141},
timestamp = {Wed, 17 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-20141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-17699,
author = {Zhao Song and
Song Yue and
Jiahao Zhang},
title = {Thinking Isn't an Illusion: Overcoming the Limitations of Reasoning
Models via Tool Augmentations},
journal = {CoRR},
volume = {abs/2507.17699},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.17699},
doi = {10.48550/ARXIV.2507.17699},
eprinttype = {arXiv},
eprint = {2507.17699},
timestamp = {Thu, 21 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-17699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-18107,
author = {Yubin Chen and
Xuyang Guo and
Zhenmei Shi and
Zhao Song and
Jiahao Zhang},
title = {T2VWorldBench: {A} Benchmark for Evaluating World Knowledge in Text-to-Video
Generation},
journal = {CoRR},
volume = {abs/2507.18107},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.18107},
doi = {10.48550/ARXIV.2507.18107},
eprinttype = {arXiv},
eprint = {2507.18107},
timestamp = {Mon, 18 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-18107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-06004,
author = {Weihang Guo and
Zhao Song and
Jiahao Zhang},
title = {When a Paper Has 1000 Authors: Rethinking Citation Metrics in the
Era of LLMs},
journal = {CoRR},
volume = {abs/2508.06004},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.06004},
doi = {10.48550/ARXIV.2508.06004},
eprinttype = {arXiv},
eprint = {2508.06004},
timestamp = {Mon, 15 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-06004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-07102,
author = {Yang Cao and
Yubin Chen and
Zhao Song and
Jiahao Zhang},
title = {Towards High-Order Mean Flow Generative Models: Feasibility, Expressivity,
and Provably Efficient Criteria},
journal = {CoRR},
volume = {abs/2508.07102},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.07102},
doi = {10.48550/ARXIV.2508.07102},
eprinttype = {arXiv},
eprint = {2508.07102},
timestamp = {Tue, 16 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-07102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-13214,
author = {Xuyang Guo and
Zekai Huang and
Zhao Song and
Jiahao Zhang},
title = {Too Easily Fooled? Prompt Injection Breaks LLMs on Frustratingly Simple
Multiple-Choice Questions},
journal = {CoRR},
volume = {abs/2508.13214},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.13214},
doi = {10.48550/ARXIV.2508.13214},
eprinttype = {arXiv},
eprint = {2508.13214},
timestamp = {Tue, 16 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-13214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-16801,
author = {Zhao Song and
David P. Woodruff and
Lichen Zhang},
title = {Sublinear Time Quantum Sensitivity Sampling},
journal = {CoRR},
volume = {abs/2509.16801},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.16801},
doi = {10.48550/ARXIV.2509.16801},
eprinttype = {arXiv},
eprint = {2509.16801},
timestamp = {Sat, 18 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-16801.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-16915,
author = {Zhao Song and
Jianfei Xue and
Lichen Zhang},
title = {Differential Privacy for Euclidean Jordan Algebra with Applications
to Private Symmetric Cone Programming},
journal = {CoRR},
volume = {abs/2509.16915},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.16915},
doi = {10.48550/ARXIV.2509.16915},
eprinttype = {arXiv},
eprint = {2509.16915},
timestamp = {Thu, 06 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-16915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-21473,
author = {Hude Liu and
Jerry Yao{-}Chieh Hu and
Jennifer Yuntong Zhang and
Zhao Song and
Han Liu},
title = {Are Hallucinations Bad Estimations?},
journal = {CoRR},
volume = {abs/2509.21473},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.21473},
doi = {10.48550/ARXIV.2509.21473},
eprinttype = {arXiv},
eprint = {2509.21473},
timestamp = {Mon, 20 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-21473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-22623,
author = {Maojiang Su and
Mingcheng Lu and
Jerry Yao{-}Chieh Hu and
Shang Wu and
Zhao Song and
Alex Daniel Reneau and
Han Liu},
title = {A Theoretical Analysis of Discrete Flow Matching Generative Models},
journal = {CoRR},
volume = {abs/2509.22623},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.22623},
doi = {10.48550/ARXIV.2509.22623},
eprinttype = {arXiv},
eprint = {2509.22623},
timestamp = {Mon, 20 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-22623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-03678,
author = {Zhao Song and
Shenghao Xie and
Samson Zhou},
title = {Towards Sampling Data Structures for Tensor Products in Turnstile
Streams},
journal = {CoRR},
volume = {abs/2510.03678},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.03678},
doi = {10.48550/ARXIV.2510.03678},
eprinttype = {arXiv},
eprint = {2510.03678},
timestamp = {Sun, 09 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-03678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-04401,
author = {Xuyang Guo and
Zekai Huang and
Zhenmei Shi and
Zhao Song and
Jiahao Zhang},
title = {Your Vision-Language Model Can't Even Count to 20: Exposing the Failures
of VLMs in Compositional Counting},
journal = {CoRR},
volume = {abs/2510.04401},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.04401},
doi = {10.48550/ARXIV.2510.04401},
eprinttype = {arXiv},
eprint = {2510.04401},
timestamp = {Sun, 09 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-04401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-05494,
author = {Yang Cao and
Zhao Song and
Jiahao Zhang and
Jiale Zhao},
title = {Fundamental Limits of Crystalline Equivariant Graph Neural Networks:
{A} Circuit Complexity Perspective},
journal = {CoRR},
volume = {abs/2510.05494},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.05494},
doi = {10.48550/ARXIV.2510.05494},
eprinttype = {arXiv},
eprint = {2510.05494},
timestamp = {Sun, 09 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-05494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-22816,
author = {Honghao Lin and
Zhao Song and
David P. Woodruff and
Shenghao Xie and
Samson Zhou},
title = {L\({}_{\mbox{p}}\) Sampling in Distributed Data Streams with Applications
to Adversarial Robustness},
journal = {CoRR},
volume = {abs/2510.22816},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.22816},
doi = {10.48550/ARXIV.2510.22816},
eprinttype = {arXiv},
eprint = {2510.22816},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-22816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Chu0Y24,
author = {Timothy Chu and
Zhao Song and
Chiwun Yang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {How to Protect Copyright Data in Optimization of Large Language Models?},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {17871--17879},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i16.29741},
doi = {10.1609/AAAI.V38I16.29741},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Chu0Y24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0002Y024,
author = {Zhao Song and
Junze Yin and
Lichen Zhang},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Solving Attention Kernel Regression Problem via Pre-conditioner},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {208--216},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/song24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0002Y024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0002Y0024,
author = {Zhao Song and
Junze Yin and
Lichen Zhang and
Ruizhe Zhang},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Fast Dynamic Sampling for Determinantal Point Processes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {244--252},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/song24b.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0002Y0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Qin0024,
author = {Lianke Qin and
Zhao Song and
Ruizhe Zhang},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {A General Algorithm for Solving Rank-one Matrix Sensing},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {757--765},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/qin24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Qin0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/0002LM024,
author = {Yichuan Deng and
Zhihang Li and
Sridhar Mahadevan and
Zhao Song},
editor = {Wei Ding and
Chang{-}Tien Lu and
Fusheng Wang and
Liping Di and
Kesheng Wu and
Jun Huan and
Raghu Nambiar and
Jundong Li and
Filip Ilievski and
Ricardo Baeza{-}Yates and
Xiaohua Hu},
title = {Zero-th Order Algorithm for Softmax Attention Optimization},
booktitle = {{IEEE} International Conference on Big Data, BigData 2024, Washington,
DC, USA, December 15-18, 2024},
pages = {24--33},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/BigData62323.2024.10825630},
doi = {10.1109/BIGDATA62323.2024.10825630},
timestamp = {Sun, 02 Nov 2025 21:27:04 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/0002LM024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/Ke00Z24,
author = {Yekun Ke and
Xiaoyu Li and
Zhao Song and
Tianyi Zhou},
editor = {Wei Ding and
Chang{-}Tien Lu and
Fusheng Wang and
Liping Di and
Kesheng Wu and
Jun Huan and
Raghu Nambiar and
Jundong Li and
Filip Ilievski and
Ricardo Baeza{-}Yates and
Xiaohua Hu},
title = {Faster Sampling Algorithms for Polytopes with Small Treewidth},
booktitle = {{IEEE} International Conference on Big Data, BigData 2024, Washington,
DC, USA, December 15-18, 2024},
pages = {44--53},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/BigData62323.2024.10825010},
doi = {10.1109/BIGDATA62323.2024.10825010},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/Ke00Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/0001L0Z24,
author = {Xiaoyu Li and
Jiangxuan Long and
Zhao Song and
Tianyi Zhou},
editor = {Wei Ding and
Chang{-}Tien Lu and
Fusheng Wang and
Liping Di and
Kesheng Wu and
Jun Huan and
Raghu Nambiar and
Jundong Li and
Filip Ilievski and
Ricardo Baeza{-}Yates and
Xiaohua Hu},
title = {Fast Second-order Method for Neural Networks under Small Treewidth
Setting},
booktitle = {{IEEE} International Conference on Big Data, BigData 2024, Washington,
DC, USA, December 15-18, 2024},
pages = {1029--1038},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/BigData62323.2024.10825379},
doi = {10.1109/BIGDATA62323.2024.10825379},
timestamp = {Wed, 27 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/0001L0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/Qin0024,
author = {Lianke Qin and
Zhao Song and
Yuanyuan Yang},
editor = {Wei Ding and
Chang{-}Tien Lu and
Fusheng Wang and
Liping Di and
Kesheng Wu and
Jun Huan and
Raghu Nambiar and
Jundong Li and
Filip Ilievski and
Ricardo Baeza{-}Yates and
Xiaohua Hu},
title = {Efficient {SGD} Neural Network Training via Sublinear Activated Neuron
Identification},
booktitle = {{IEEE} International Conference on Big Data, BigData 2024, Washington,
DC, USA, December 15-18, 2024},
pages = {1413--1427},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/BigData62323.2024.10825793},
doi = {10.1109/BIGDATA62323.2024.10825793},
timestamp = {Mon, 24 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/Qin0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Alman024,
author = {Josh Alman and
Zhao Song},
title = {How to Capture Higher-order Correlations? Generalizing Matrix Softmax
Attention to Kronecker Computation},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=v0zNCwwkaV},
timestamp = {Mon, 29 Jul 2024 16:19:40 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Alman024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GaoQ0W24,
author = {Yeqi Gao and
Lianke Qin and
Zhao Song and
Yitan Wang},
title = {A Sublinear Adversarial Training Algorithm},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=N2WchST43h},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GaoQ0W24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Gu0Y024,
author = {Yuzhou Gu and
Zhao Song and
Junze Yin and
Lichen Zhang},
title = {Low Rank Matrix Completion via Robust Alternating Minimization in
Nearly Linear Time},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=N0gT4A0jNV},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Gu0Y024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Brand0024,
author = {Jan van den Brand and
Zhao Song and
Tianyi Zhou},
title = {Algorithm and Hardness for Dynamic Attention Maintenance in Large
Language Models},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=opkluZm9gX},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/Brand0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuL0L24,
author = {Jerry Yao{-}Chieh Hu and
Thomas Lin and
Zhao Song and
Han Liu},
title = {On Computational Limits of Modern Hopfield Models: {A} Fine-Grained
Complexity Analysis},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=vXUqOCsbj8},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuL0L24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/00020024,
author = {Zhao Song and
Lichen Zhang and
Ruizhe Zhang},
editor = {Venkatesan Guruswami},
title = {Training Multi-Layer Over-Parametrized Neural Network in Subquadratic
Time},
booktitle = {15th Innovations in Theoretical Computer Science Conference, {ITCS}
2024, January 30 to February 2, 2024, Berkeley, CA, {USA}},
series = {LIPIcs},
volume = {287},
pages = {93:1--93:15},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2024},
url = {https://doi.org/10.4230/LIPIcs.ITCS.2024.93},
doi = {10.4230/LIPICS.ITCS.2024.93},
timestamp = {Wed, 21 Aug 2024 22:46:00 +0200},
biburl = {https://dblp.org/rec/conf/innovations/00020024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0002VWZ24,
author = {Zhao Song and
Ali Vakilian and
David P. Woodruff and
Samson Zhou},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {On Socially Fair Low-Rank Approximation and Column Subset Selection},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/a1d2eca2159af6978ff2633454d8db81-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0002VWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Alman024,
author = {Josh Alman and
Zhao Song},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {The Fine-Grained Complexity of Gradient Computation for Training Large
Language Models},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/70fa5df8e3300dc30bf19bee44a56155-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Alman024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChuAMNS024,
author = {Timothy Chu and
Josh Alman and
Gary L. Miller and
Shyam Narayanan and
Mark Sellke and
Zhao Song},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Metric Transforms and Low Rank Representations of Kernels for Fast
Attention},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/53f2c82c6b165a963b353194113ee71e-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChuAMNS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuKM0024,
author = {Yuzhou Gu and
Nikki Lijing Kuang and
Yian Ma and
Zhao Song and
Lichen Zhang},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Log-concave Sampling from a Convex Body with a Barrier: a Robust and
Unified Dikin Walk},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/80364062ec10e7bd976fc2d7a22730c3-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GuKM0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuWLP0L24,
author = {Jerry Yao{-}Chieh Hu and
Weimin Wu and
Zhuoru Li and
Sophia Pi and
Zhao Song and
Han Liu},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {On Statistical Rates and Provably Efficient Criteria of Latent Diffusion
Transformers (DiTs)},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/37f6bed18b9b404f53dcaec4607c4fb7-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuWLP0L24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Li0X0024,
author = {Shuai Li and
Zhao Song and
Yu Xia and
Tong Yu and
Tianyi Zhou},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {The Closeness of In-Context Learning and Weight Shifting for Softmax
Regression},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/726ab29b61a749b36d2593648716ae3c-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Li0X0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/JiangLSZ24,
author = {Haotian Jiang and
Yin Tat Lee and
Zhao Song and
Lichen Zhang},
editor = {David P. Woodruff},
title = {Convex Minimization with Integer Minima in \emph{{\~{O}}}(\emph{n}\({}^{\mbox{4}}\))
Time},
booktitle = {Proceedings of the 2024 {ACM-SIAM} Symposium on Discrete Algorithms,
{SODA} 2024, Alexandria, VA, USA, January 7-10, 2024},
pages = {3659--3684},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611977912.129},
doi = {10.1137/1.9781611977912.129},
timestamp = {Thu, 04 Apr 2024 19:38:10 +0200},
biburl = {https://dblp.org/rec/conf/soda/JiangLSZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DengZM0L24,
author = {Wei Deng and
Qian Zhang and
Yian Ma and
Zhao Song and
Guang Lin},
editor = {Negar Kiyavash and
Joris M. Mooij},
title = {On Convergence of Federated Averaging Langevin Dynamics},
booktitle = {Uncertainty in Artificial Intelligence, 15-19 July 2024, Universitat
Pompeu Fabra, Barcelona, Spain},
series = {Proceedings of Machine Learning Research},
volume = {244},
pages = {1022--1054},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v244/deng24a.html},
timestamp = {Tue, 19 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/DengZM0L24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01515,
author = {Yichuan Deng and
Zhao Song and
Chiwun Yang},
title = {Enhancing Stochastic Gradient Descent: {A} Unified Framework and Novel
Acceleration Methods for Faster Convergence},
journal = {CoRR},
volume = {abs/2402.01515},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01515},
doi = {10.48550/ARXIV.2402.01515},
eprinttype = {arXiv},
eprint = {2402.01515},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04497,
author = {Josh Alman and
Zhao Song},
title = {The Fine-Grained Complexity of Gradient Computation for Training Large
Language Models},
journal = {CoRR},
volume = {abs/2402.04497},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04497},
doi = {10.48550/ARXIV.2402.04497},
eprinttype = {arXiv},
eprint = {2402.04497},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04520,
author = {Jerry Yao{-}Chieh Hu and
Thomas Lin and
Zhao Song and
Han Liu},
title = {On Computational Limits of Modern Hopfield Models: {A} Fine-Grained
Complexity Analysis},
journal = {CoRR},
volume = {abs/2402.04520},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04520},
doi = {10.48550/ARXIV.2402.04520},
eprinttype = {arXiv},
eprint = {2402.04520},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04520.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07027,
author = {Yeqi Gao and
Zhao Song and
Ruizhe Zhang},
title = {Quantum Speedup for Spectral Approximation of Kronecker Products},
journal = {CoRR},
volume = {abs/2402.07027},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07027},
doi = {10.48550/ARXIV.2402.07027},
eprinttype = {arXiv},
eprint = {2402.07027},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09469,
author = {Jiuxiang Gu and
Chenyang Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Tianyi Zhou},
title = {Fourier Circuits in Neural Networks: Unlocking the Potential of Large
Language Models in Mathematical Reasoning and Modular Arithmetic},
journal = {CoRR},
volume = {abs/2402.09469},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09469},
doi = {10.48550/ARXIV.2402.09469},
eprinttype = {arXiv},
eprint = {2402.09469},
timestamp = {Fri, 23 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-02690,
author = {Yichuan Deng and
Zhao Song and
Chiwun Yang},
title = {Attention is Naturally Sparse with Gaussian Distributed Input},
journal = {CoRR},
volume = {abs/2404.02690},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.02690},
doi = {10.48550/ARXIV.2404.02690},
eprinttype = {arXiv},
eprint = {2404.02690},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-02690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-13785,
author = {Zhihang Li and
Zhao Song and
Weixin Wang and
Junze Yin and
Zheng Yu},
title = {How to Inverting the Leverage Score Distribution?},
journal = {CoRR},
volume = {abs/2404.13785},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.13785},
doi = {10.48550/ARXIV.2404.13785},
eprinttype = {arXiv},
eprint = {2404.13785},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-13785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-03251,
author = {Jiuxiang Gu and
Chenyang Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
title = {Exploring the Frontiers of Softmax: Provable Optimization, Applications
in Diffusion Model, and Beyond},
journal = {CoRR},
volume = {abs/2405.03251},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.03251},
doi = {10.48550/ARXIV.2405.03251},
eprinttype = {arXiv},
eprint = {2405.03251},
timestamp = {Fri, 07 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-03251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-05219,
author = {Jiuxiang Gu and
Yingyu Liang and
Heshan Liu and
Zhenmei Shi and
Zhao Song and
Junze Yin},
title = {Conv-Basis: {A} New Paradigm for Efficient Attention Inference and
Gradient Computation in Transformers},
journal = {CoRR},
volume = {abs/2405.05219},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.05219},
doi = {10.48550/ARXIV.2405.05219},
eprinttype = {arXiv},
eprint = {2405.05219},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-05219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-06003,
author = {Yeqi Gao and
Yuzhou Gu and
Zhao Song},
title = {Binary Hypothesis Testing for Softmax Models and Leverage Score Models},
journal = {CoRR},
volume = {abs/2405.06003},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.06003},
doi = {10.48550/ARXIV.2405.06003},
eprinttype = {arXiv},
eprint = {2405.06003},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-06003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-16411,
author = {Jiuxiang Gu and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Yufa Zhou},
title = {Tensor Attention Training: Provably Efficient Learning of Higher-order
Transformers},
journal = {CoRR},
volume = {abs/2405.16411},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.16411},
doi = {10.48550/ARXIV.2405.16411},
eprinttype = {arXiv},
eprint = {2405.16411},
timestamp = {Fri, 04 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-16411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-16418,
author = {Jiuxiang Gu and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Yufa Zhou},
title = {Unraveling the Smoothness Properties of Diffusion Models: {A} Gaussian
Mixture Perspective},
journal = {CoRR},
volume = {abs/2405.16418},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.16418},
doi = {10.48550/ARXIV.2405.16418},
eprinttype = {arXiv},
eprint = {2405.16418},
timestamp = {Fri, 04 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-16418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03136,
author = {Jerry Yao{-}Chieh Hu and
Maojiang Su and
En{-}Jui Kuo and
Zhao Song and
Han Liu},
title = {Computational Limits of Low-Rank Adaptation (LoRA) for Transformer-Based
Models},
journal = {CoRR},
volume = {abs/2406.03136},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.03136},
doi = {10.48550/ARXIV.2406.03136},
eprinttype = {arXiv},
eprint = {2406.03136},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-03136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14036,
author = {Jiuxiang Gu and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Chiwun Yang},
title = {Toward Infinite-Long Prefix in Transformer},
journal = {CoRR},
volume = {abs/2406.14036},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14036},
doi = {10.48550/ARXIV.2406.14036},
eprinttype = {arXiv},
eprint = {2406.14036},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-01079,
author = {Jerry Yao{-}Chieh Hu and
Weimin Wu and
Zhuoru Li and
Zhao Song and
Han Liu},
title = {On Statistical Rates and Provably Efficient Criteria of Latent Diffusion
Transformers (DiTs)},
journal = {CoRR},
volume = {abs/2407.01079},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.01079},
doi = {10.48550/ARXIV.2407.01079},
eprinttype = {arXiv},
eprint = {2407.01079},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-01079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-13621,
author = {Jiuxiang Gu and
Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song},
title = {Differential Privacy Mechanisms in Neural Tangent Kernel Regression},
journal = {CoRR},
volume = {abs/2407.13621},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.13621},
doi = {10.48550/ARXIV.2407.13621},
eprinttype = {arXiv},
eprint = {2407.13621},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-13621.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-14717,
author = {Jiuxiang Gu and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Yufa Zhou},
title = {Differential Privacy of Cross-Attention with Provable Guarantee},
journal = {CoRR},
volume = {abs/2407.14717},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.14717},
doi = {10.48550/ARXIV.2407.14717},
eprinttype = {arXiv},
eprint = {2407.14717},
timestamp = {Fri, 04 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-14717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-06395,
author = {Jiuxiang Gu and
Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Junwei Yu},
title = {Fast John Ellipsoid Computation with Differential Privacy Optimization},
journal = {CoRR},
volume = {abs/2408.06395},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.06395},
doi = {10.48550/ARXIV.2408.06395},
eprinttype = {arXiv},
eprint = {2408.06395},
timestamp = {Wed, 05 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-06395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-11267,
author = {Chenyang Li and
Zhao Song and
Zhaoxing Xu and
Junze Yin},
title = {Inverting the Leverage Score Gradient: An Efficient Approximate Newton
Method},
journal = {CoRR},
volume = {abs/2408.11267},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.11267},
doi = {10.48550/ARXIV.2408.11267},
eprinttype = {arXiv},
eprint = {2408.11267},
timestamp = {Thu, 26 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-11267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-12151,
author = {Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
title = {A Tighter Complexity Analysis of SparseGPT},
journal = {CoRR},
volume = {abs/2408.12151},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.12151},
doi = {10.48550/ARXIV.2408.12151},
eprinttype = {arXiv},
eprint = {2408.12151},
timestamp = {Mon, 10 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-12151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-13233,
author = {Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song and
Yufa Zhou},
title = {Multi-Layer Transformers Gradient Can be Approximated in Almost Linear
Time},
journal = {CoRR},
volume = {abs/2408.13233},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.13233},
doi = {10.48550/ARXIV.2408.13233},
eprinttype = {arXiv},
eprint = {2408.13233},
timestamp = {Fri, 04 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-13233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-14018,
author = {Xiaoyu Li and
Zhao Song and
Junwei Yu},
title = {Quantum Speedups for Approximating the John Ellipsoid},
journal = {CoRR},
volume = {abs/2408.14018},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.14018},
doi = {10.48550/ARXIV.2408.14018},
eprinttype = {arXiv},
eprint = {2408.14018},
timestamp = {Wed, 05 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-14018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-01688,
author = {Erzhi Liu and
Jerry Yao{-}Chieh Hu and
Alex Daniel Reneau and
Zhao Song and
Han Liu},
title = {Differentially Private Kernel Density Estimation},
journal = {CoRR},
volume = {abs/2409.01688},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.01688},
doi = {10.48550/ARXIV.2409.01688},
eprinttype = {arXiv},
eprint = {2409.01688},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-01688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-05700,
author = {Yuzhou Gu and
Nikki Lijing Kuang and
Yi{-}An Ma and
Zhao Song and
Lichen Zhang},
title = {Log-concave Sampling over a Convex Body with a Barrier: a Robust and
Unified Dikin Walk},
journal = {CoRR},
volume = {abs/2410.05700},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.05700},
doi = {10.48550/ARXIV.2410.05700},
eprinttype = {arXiv},
eprint = {2410.05700},
timestamp = {Mon, 18 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-05700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-09375,
author = {Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song and
Yufa Zhou},
title = {Looped ReLU MLPs May Be All You Need as Practical Programmable Computers},
journal = {CoRR},
volume = {abs/2410.09375},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.09375},
doi = {10.48550/ARXIV.2410.09375},
eprinttype = {arXiv},
eprint = {2410.09375},
timestamp = {Fri, 22 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-09375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-09397,
author = {Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Yufa Zhou},
title = {Fine-grained Attention {I/O} Complexity: Comprehensive Analysis for
Backward Passes},
journal = {CoRR},
volume = {abs/2410.09397},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.09397},
doi = {10.48550/ARXIV.2410.09397},
eprinttype = {arXiv},
eprint = {2410.09397},
timestamp = {Mon, 10 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-09397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-10165,
author = {Bo Chen and
Yingyu Liang and
Zhizhou Sha and
Zhenmei Shi and
Zhao Song},
title = {HSR-Enhanced Sparse Attention Acceleration},
journal = {CoRR},
volume = {abs/2410.10165},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.10165},
doi = {10.48550/ARXIV.2410.10165},
eprinttype = {arXiv},
eprint = {2410.10165},
timestamp = {Fri, 07 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-10165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-11261,
author = {Yingyu Liang and
Jiangxuan Long and
Zhenmei Shi and
Zhao Song and
Yufa Zhou},
title = {Beyond Linear Approximations: {A} Novel Pruning Approach for Attention
Matrix},
journal = {CoRR},
volume = {abs/2410.11261},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.11261},
doi = {10.48550/ARXIV.2410.11261},
eprinttype = {arXiv},
eprint = {2410.11261},
timestamp = {Wed, 27 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-11261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-11268,
author = {Bo Chen and
Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
title = {Bypassing the Exponential Dependency: Looped Transformers Efficiently
Learn In-context by Multi-step Gradient Descent},
journal = {CoRR},
volume = {abs/2410.11268},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.11268},
doi = {10.48550/ARXIV.2410.11268},
eprinttype = {arXiv},
eprint = {2410.11268},
timestamp = {Mon, 10 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-11268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-11279,
author = {Yekun Ke and
Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
title = {Advancing the Understanding of Fixed Point Iterations in Deep Neural
Networks: {A} Detailed Analytical Study},
journal = {CoRR},
volume = {abs/2410.11279},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.11279},
doi = {10.48550/ARXIV.2410.11279},
eprinttype = {arXiv},
eprint = {2410.11279},
timestamp = {Mon, 10 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-11279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-01663,
author = {Majid Daliri and
Zhao Song and
Chiwun Yang},
title = {Unlocking the Theory Behind Scaling 1-Bit Neural Networks},
journal = {CoRR},
volume = {abs/2411.01663},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.01663},
doi = {10.48550/ARXIV.2411.01663},
eprinttype = {arXiv},
eprint = {2411.01663},
timestamp = {Wed, 11 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-01663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-05750,
author = {Jerry Yao{-}Chieh Hu and
Erzhi Liu and
Han Liu and
Zhao Song and
Lichen Zhang},
title = {On Differentially Private String Distances},
journal = {CoRR},
volume = {abs/2411.05750},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.05750},
doi = {10.48550/ARXIV.2411.05750},
eprinttype = {arXiv},
eprint = {2411.05750},
timestamp = {Fri, 03 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-05750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-07602,
author = {Bo Chen and
Xiaoyu Li and
Yingyu Liang and
Jiangxuan Long and
Zhenmei Shi and
Zhao Song},
title = {Circuit Complexity Bounds for RoPE-based Transformer Architecture},
journal = {CoRR},
volume = {abs/2411.07602},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.07602},
doi = {10.48550/ARXIV.2411.07602},
eprinttype = {arXiv},
eprint = {2411.07602},
timestamp = {Wed, 27 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-07602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-16525,
author = {Jerry Yao{-}Chieh Hu and
Wei{-}Po Wang and
Ammar Gilani and
Chenyang Li and
Zhao Song and
Han Liu},
title = {Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity
and Efficiency},
journal = {CoRR},
volume = {abs/2411.16525},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.16525},
doi = {10.48550/ARXIV.2411.16525},
eprinttype = {arXiv},
eprint = {2411.16525},
timestamp = {Fri, 03 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-16525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-16549,
author = {Weimin Wu and
Maojiang Su and
Jerry Yao{-}Chieh Hu and
Zhao Song and
Han Liu},
title = {Transformers are Deep Optimizers: Provable In-Context Learning for
Deep Model Training},
journal = {CoRR},
volume = {abs/2411.16549},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.16549},
doi = {10.48550/ARXIV.2411.16549},
eprinttype = {arXiv},
eprint = {2411.16549},
timestamp = {Wed, 01 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-16549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-05562,
author = {Xiaoyu Li and
Yuanpeng Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
title = {On the Expressive Power of Modern Hopfield Networks},
journal = {CoRR},
volume = {abs/2412.05562},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.05562},
doi = {10.48550/ARXIV.2412.05562},
eprinttype = {arXiv},
eprint = {2412.05562},
timestamp = {Tue, 25 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-05562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-06061,
author = {Yekun Ke and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Chiwun Yang},
title = {Curse of Attention: {A} Kernel-Based Perspective for Why Transformers
Fail to Generalize on Time Series Forecasting and Beyond},
journal = {CoRR},
volume = {abs/2412.06061},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.06061},
doi = {10.48550/ARXIV.2412.06061},
eprinttype = {arXiv},
eprint = {2412.06061},
timestamp = {Wed, 15 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-06061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-06063,
author = {Zhao Song and
Ali Vakilian and
David P. Woodruff and
Samson Zhou},
title = {On Socially Fair Low-Rank Approximation and Column Subset Selection},
journal = {CoRR},
volume = {abs/2412.06063},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.06063},
doi = {10.48550/ARXIV.2412.06063},
eprinttype = {arXiv},
eprint = {2412.06063},
timestamp = {Wed, 15 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-06063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-06148,
author = {Yifang Chen and
Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
title = {The Computational Limits of State-Space Models and Mamba via the Lens
of Circuit Complexity},
journal = {CoRR},
volume = {abs/2412.06148},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.06148},
doi = {10.48550/ARXIV.2412.06148},
eprinttype = {arXiv},
eprint = {2412.06148},
timestamp = {Mon, 10 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-06148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-12441,
author = {Xuan Shen and
Zhao Song and
Yufa Zhou and
Bo Chen and
Jing Liu and
Ruiyi Zhang and
Ryan A. Rossi and
Hao Tan and
Tong Yu and
Xiang Chen and
Yufan Zhou and
Tong Sun and
Pu Zhao and
Yanzhi Wang and
Jiuxiang Gu},
title = {Numerical Pruning for Efficient Autoregressive Models},
journal = {CoRR},
volume = {abs/2412.12441},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.12441},
doi = {10.48550/ARXIV.2412.12441},
eprinttype = {arXiv},
eprint = {2412.12441},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-12441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-12444,
author = {Xuan Shen and
Zhao Song and
Yufa Zhou and
Bo Chen and
Yanyu Li and
Yifan Gong and
Kai Zhang and
Hao Tan and
Jason Kuen and
Henghui Ding and
Zhihao Shu and
Wei Niu and
Pu Zhao and
Yanzhi Wang and
Jiuxiang Gu},
title = {LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers},
journal = {CoRR},
volume = {abs/2412.12444},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.12444},
doi = {10.48550/ARXIV.2412.12444},
eprinttype = {arXiv},
eprint = {2412.12444},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-12444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-17107,
author = {Yang Cao and
Xiaoyu Li and
Zhao Song},
title = {Grams: Gradient Descent with Adaptive Momentum Scaling},
journal = {CoRR},
volume = {abs/2412.17107},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.17107},
doi = {10.48550/ARXIV.2412.17107},
eprinttype = {arXiv},
eprint = {2412.17107},
timestamp = {Fri, 07 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-17107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-17316,
author = {Yifang Chen and
Jiayan Huo and
Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song},
title = {Fast Gradient Computation for RoPE Attention in Almost Linear Time},
journal = {CoRR},
volume = {abs/2412.17316},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.17316},
doi = {10.48550/ARXIV.2412.17316},
eprinttype = {arXiv},
eprint = {2412.17316},
timestamp = {Mon, 10 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-17316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-18040,
author = {Xiaoyu Li and
Yingyu Liang and
Zhenmei Shi and
Zhao Song and
Mingda Wan},
title = {Theoretical Constraints on the Expressive Power of RoPE-based Tensor
Attention Transformers},
journal = {CoRR},
volume = {abs/2412.18040},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.18040},
doi = {10.48550/ARXIV.2412.18040},
eprinttype = {arXiv},
eprint = {2412.18040},
timestamp = {Mon, 10 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-18040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Wang0TM23,
author = {Kai Wang and
Zhao Song and
Georgios Theocharous and
Sridhar Mahadevan},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Smoothed Online Combinatorial Optimization Using Imperfect Predictions},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {12130--12137},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i10.26430},
doi = {10.1609/AAAI.V37I10.26430},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Wang0TM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Qin00Z23,
author = {Lianke Qin and
Zhao Song and
Lichen Zhang and
Danyang Zhuo},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {An Online and Unified Algorithm for Projection Matrix Vector Multiplication
with Application to Empirical Risk Minimization},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {101--156},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/qin23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Qin00Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Xu0S23,
author = {Zhaozhuo Xu and
Zhao Song and
Anshumali Shrivastava},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {A Tale of Two Efficient Value Iteration Algorithms for Solving Linear
MDPs with Large Action Space},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {788--836},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/xu23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Xu0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DengGS23,
author = {Yichuan Deng and
Yeqi Gao and
Zhao Song},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Solving Tensor Low Cycle Rank Approximation},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {6--16},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386872},
doi = {10.1109/BIGDATA59044.2023.10386872},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/DengGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/QinRS23,
author = {Lianke Qin and
Aravind Reddy and
Zhao Song},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Online Adaptive Mahalanobis Distance Estimation},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {56--65},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386869},
doi = {10.1109/BIGDATA59044.2023.10386869},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/QinRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/QinMSYZ23,
author = {Lianke Qin and
Saayan Mitra and
Zhao Song and
Yuanyuan Yang and
Tianyi Zhou},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {Fast Heavy Inner Product Identification Between Weights and Inputs
in Neural Network Training},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {128--133},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386943},
doi = {10.1109/BIGDATA59044.2023.10386943},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/QinMSYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/00020W023,
author = {Zhao Song and
Baocheng Sun and
Omri Weinstein and
Ruizhe Zhang},
title = {Quartic Samples Suffice for Fourier Interpolation},
booktitle = {64th {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2023, Santa Cruz, CA, USA, November 6-9, 2023},
pages = {1414--1425},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/FOCS57990.2023.00087},
doi = {10.1109/FOCS57990.2023.00087},
timestamp = {Tue, 08 Jul 2025 16:39:40 +0200},
biburl = {https://dblp.org/rec/conf/focs/00020W023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/Liu0Z0023,
author = {S. Cliff Liu and
Zhao Song and
Hengjie Zhang and
Lichen Zhang and
Tianyi Zhou},
editor = {Kousha Etessami and
Uriel Feige and
Gabriele Puppis},
title = {Space-Efficient Interior Point Method, with Applications to Linear
Programming and Maximum Weight Bipartite Matching},
booktitle = {50th International Colloquium on Automata, Languages, and Programming,
{ICALP} 2023, July 10-14, 2023, Paderborn, Germany},
series = {LIPIcs},
volume = {261},
pages = {88:1--88:14},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2023},
url = {https://doi.org/10.4230/LIPIcs.ICALP.2023.88},
doi = {10.4230/LIPICS.ICALP.2023.88},
timestamp = {Wed, 21 Aug 2024 22:46:00 +0200},
biburl = {https://dblp.org/rec/conf/icalp/Liu0Z0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Li0Y23,
author = {Xiaoxiao Li and
Zhao Song and
Jiaming Yang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Federated Adversarial Learning: {A} Framework with Convergence Analysis},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {19932--19959},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/li23z.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/Li0Y23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuWDZY0S0TRC23,
author = {Zichang Liu and
Jue Wang and
Tri Dao and
Tianyi Zhou and
Binhang Yuan and
Zhao Song and
Anshumali Shrivastava and
Ce Zhang and
Yuandong Tian and
Christopher R{\'{e}} and
Beidi Chen},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {22137--22176},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/liu23am.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuWDZY0S0TRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002WY023,
author = {Zhao Song and
Yitan Wang and
Zheng Yu and
Lichen Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth
Channel and Vulnerability},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {32365--32417},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/song23h.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002WY023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/000200023,
author = {Zhao Song and
Xin Yang and
Yuanyuan Yang and
Lichen Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker
Projection Maintenance},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {32418--32462},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/song23i.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/000200023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002YY023,
author = {Zhao Song and
Mingquan Ye and
Junze Yin and
Lichen Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {A Nearly-Optimal Bound for Fast Regression with {\(\mathscr{l}\)}\({}_{\mbox{{\(\infty\)}}}\)
Guarantee},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {32463--32482},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/song23j.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002YY023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Alman023,
author = {Josh Alman and
Zhao Song},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Fast Attention Requires Bounded Entries},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/c72861451d6fa9dfa64831102b9bb71a-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Alman023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AlmanL00Z23,
author = {Josh Alman and
Jiehao Liang and
Zhao Song and
Ruizhe Zhang and
Danyang Zhuo},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Bypass Exponential Time Preprocessing: Fast Neural Network Training
via Weight-Data Correlation Preprocessing},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/9690d4746230cfea3d067fca695ba648-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AlmanL00Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChanpuriyaRRML023,
author = {Sudhanshu Chanpuriya and
Ryan A. Rossi and
Anup B. Rao and
Tung Mai and
Nedim Lipka and
Zhao Song and
Cameron Musco},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Exact Representation of Sparse Networks with Symmetric Nonnegative
Embeddings},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/428ceef2cd8a53add7213e04d1746479-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChanpuriyaRRML023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuYW0ZZL0H23,
author = {Junda Wu and
Tong Yu and
Rui Wang and
Zhao Song and
Ruiyi Zhang and
Handong Zhao and
Chaochao Lu and
Shuai Li and
Ricardo Henao},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language
Understanding},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/c01c0da4fe2ef2df9863f55261e2e924-Abstract-Conference.html},
timestamp = {Thu, 03 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuYW0ZZL0H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang00CZC0TRBW23,
author = {Zhenyu Zhang and
Ying Sheng and
Tianyi Zhou and
Tianlong Chen and
Lianmin Zheng and
Ruisi Cai and
Zhao Song and
Yuandong Tian and
Christopher R{\'{e}} and
Clark W. Barrett and
Zhangyang Wang and
Beidi Chen},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{H2O:} Heavy-Hitter Oracle for Efficient Generative Inference of Large
Language Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/6ceefa7b15572587b78ecfcebb2827f8-Abstract-Conference.html},
timestamp = {Mon, 12 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/Zhang00CZC0TRBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/0001KPS0Y23,
author = {Lijie Chen and
Gillat Kol and
Dmitry Paramonov and
Raghuvansh R. Saxena and
Zhao Song and
Huacheng Yu},
editor = {Nikhil Bansal and
Viswanath Nagarajan},
title = {Towards Multi-Pass Streaming Lower Bounds for Optimal Approximation
of Max-Cut},
booktitle = {Proceedings of the 2023 {ACM-SIAM} Symposium on Discrete Algorithms,
{SODA} 2023, Florence, Italy, January 22-25, 2023},
pages = {878--924},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977554.ch35},
doi = {10.1137/1.9781611977554.CH35},
timestamp = {Fri, 17 Feb 2023 09:28:57 +0100},
biburl = {https://dblp.org/rec/conf/soda/0001KPS0Y23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/JinL023,
author = {Yaonan Jin and
Daogao Liu and
Zhao Song},
editor = {Nikhil Bansal and
Viswanath Nagarajan},
title = {Super-resolution and Robust Sparse Continuous Fourier Transform in
Any Constant Dimension: Nearly Linear Time and Sample Complexity},
booktitle = {Proceedings of the 2023 {ACM-SIAM} Symposium on Discrete Algorithms,
{SODA} 2023, Florence, Italy, January 22-25, 2023},
pages = {4667--4767},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977554.ch176},
doi = {10.1137/1.9781611977554.CH176},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/soda/JinL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-06741,
author = {Zhao Song and
Tianyi Zhou},
title = {Faster Sinkhorn's Algorithm with Small Treewidth},
journal = {CoRR},
volume = {abs/2301.06741},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.06741},
doi = {10.48550/ARXIV.2301.06741},
eprinttype = {arXiv},
eprint = {2301.06741},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-06741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00248,
author = {Zhao Song and
Mingquan Ye and
Junze Yin and
Lichen Zhang},
title = {A Nearly-Optimal Bound for Fast Regression with {\unicode{120001}}\({}_{\mbox{{\(\infty\)}}}\)
Guarantee},
journal = {CoRR},
volume = {abs/2302.00248},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00248},
doi = {10.48550/ARXIV.2302.00248},
eprinttype = {arXiv},
eprint = {2302.00248},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11068,
author = {Yuzhou Gu and
Zhao Song and
Junze Yin and
Lichen Zhang},
title = {Low Rank Matrix Completion via Robust Alternating Minimization in
Nearly Linear Time},
journal = {CoRR},
volume = {abs/2302.11068},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.11068},
doi = {10.48550/ARXIV.2302.11068},
eprinttype = {arXiv},
eprint = {2302.11068},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-11068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13214,
author = {Josh Alman and
Zhao Song},
title = {Fast Attention Requires Bounded Entries},
journal = {CoRR},
volume = {abs/2302.13214},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13214},
doi = {10.48550/ARXIV.2302.13214},
eprinttype = {arXiv},
eprint = {2302.13214},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-04555,
author = {Yichuan Deng and
Zhao Song and
Zifan Wang and
Han Zhang},
title = {Streaming Kernel {PCA} Algorithm With Small Space},
journal = {CoRR},
volume = {abs/2303.04555},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.04555},
doi = {10.48550/ARXIV.2303.04555},
eprinttype = {arXiv},
eprint = {2303.04555},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-04555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06210,
author = {Anshumali Shrivastava and
Zhao Song and
Zhaozhuo Xu},
title = {A Theoretical Analysis Of Nearest Neighbor Search On Approximate Near
Neighbor Graph},
journal = {CoRR},
volume = {abs/2303.06210},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06210},
doi = {10.48550/ARXIV.2303.06210},
eprinttype = {arXiv},
eprint = {2303.06210},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06895,
author = {Yichuan Deng and
Zhihang Li and
Zhao Song},
title = {An Improved Sample Complexity for Rank-1 Matrix Sensing},
journal = {CoRR},
volume = {abs/2303.06895},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06895},
doi = {10.48550/ARXIV.2303.06895},
eprinttype = {arXiv},
eprint = {2303.06895},
timestamp = {Fri, 17 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12298,
author = {Lianke Qin and
Zhao Song and
Ruizhe Zhang},
title = {A General Algorithm for Solving Rank-one Matrix Sensing},
journal = {CoRR},
volume = {abs/2303.12298},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.12298},
doi = {10.48550/ARXIV.2303.12298},
eprinttype = {arXiv},
eprint = {2303.12298},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-12298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-15725,
author = {Zhihang Li and
Zhao Song and
Tianyi Zhou},
title = {Solving Regularized Exp, Cosh and Sinh Regression Problems},
journal = {CoRR},
volume = {abs/2303.15725},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.15725},
doi = {10.48550/ARXIV.2303.15725},
eprinttype = {arXiv},
eprint = {2303.15725},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-15725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-16504,
author = {Yeqi Gao and
Sridhar Mahadevan and
Zhao Song},
title = {An Over-parameterized Exponential Regression},
journal = {CoRR},
volume = {abs/2303.16504},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.16504},
doi = {10.48550/ARXIV.2303.16504},
eprinttype = {arXiv},
eprint = {2303.16504},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-16504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-02207,
author = {Jan van den Brand and
Zhao Song and
Tianyi Zhou},
title = {Algorithm and Hardness for Dynamic Attention Maintenance in Large
Language Models},
journal = {CoRR},
volume = {abs/2304.02207},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.02207},
doi = {10.48550/ARXIV.2304.02207},
eprinttype = {arXiv},
eprint = {2304.02207},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-02207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03426,
author = {Haotian Jiang and
Yin Tat Lee and
Zhao Song and
Lichen Zhang},
title = {Convex Minimization with Integer Minima in {\~{O}}(n\({}^{\mbox{4}}\))
Time},
journal = {CoRR},
volume = {abs/2304.03426},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03426},
doi = {10.48550/ARXIV.2304.03426},
eprinttype = {arXiv},
eprint = {2304.03426},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04397,
author = {Yichuan Deng and
Sridhar Mahadevan and
Zhao Song},
title = {Randomized and Deterministic Attention Sparsification Algorithms for
Over-parameterized Feature Dimension},
journal = {CoRR},
volume = {abs/2304.04397},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04397},
doi = {10.48550/ARXIV.2304.04397},
eprinttype = {arXiv},
eprint = {2304.04397},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-06594,
author = {Yichuan Deng and
Yeqi Gao and
Zhao Song},
title = {Solving Tensor Low Cycle Rank Approximation},
journal = {CoRR},
volume = {abs/2304.06594},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.06594},
doi = {10.48550/ARXIV.2304.06594},
eprinttype = {arXiv},
eprint = {2304.06594},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-06594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10411,
author = {Yichuan Deng and
Zhihang Li and
Zhao Song},
title = {Attention Scheme Inspired Softmax Regression},
journal = {CoRR},
volume = {abs/2304.10411},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.10411},
doi = {10.48550/ARXIV.2304.10411},
eprinttype = {arXiv},
eprint = {2304.10411},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-10411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13276,
author = {Shuai Li and
Zhao Song and
Yu Xia and
Tong Yu and
Tianyi Zhou},
title = {The Closeness of In-Context Learning and Weight Shifting for Softmax
Regression},
journal = {CoRR},
volume = {abs/2304.13276},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13276},
doi = {10.48550/ARXIV.2304.13276},
eprinttype = {arXiv},
eprint = {2304.13276},
timestamp = {Wed, 12 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-00660,
author = {Yeqi Gao and
Zhao Song and
Junze Yin},
title = {An Iterative Algorithm for Rescaled Hyperbolic Functions Regression},
journal = {CoRR},
volume = {abs/2305.00660},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.00660},
doi = {10.48550/ARXIV.2305.00660},
eprinttype = {arXiv},
eprint = {2305.00660},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-00660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-04701,
author = {Yeqi Gao and
Zhao Song and
Xin Yang},
title = {Differentially Private Attention Computation},
journal = {CoRR},
volume = {abs/2305.04701},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.04701},
doi = {10.48550/ARXIV.2305.04701},
eprinttype = {arXiv},
eprint = {2305.04701},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-04701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08001,
author = {Zhao Song and
Mingquan Ye},
title = {Efficient Asynchronize Stochastic Gradient Algorithm with Structured
Data},
journal = {CoRR},
volume = {abs/2305.08001},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.08001},
doi = {10.48550/ARXIV.2305.08001},
eprinttype = {arXiv},
eprint = {2305.08001},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-08001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08353,
author = {Zhao Song and
Weixin Wang and
Chenbo Yin},
title = {Fast and Efficient Matching Algorithm with Deadline Instances},
journal = {CoRR},
volume = {abs/2305.08353},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.08353},
doi = {10.48550/ARXIV.2305.08353},
eprinttype = {arXiv},
eprint = {2305.08353},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-08353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08367,
author = {Lianke Qin and
Zhao Song and
Yitan Wang},
title = {Fast Submodular Function Maximization},
journal = {CoRR},
volume = {abs/2305.08367},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.08367},
doi = {10.48550/ARXIV.2305.08367},
eprinttype = {arXiv},
eprint = {2305.08367},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-08367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17482,
author = {Song Bian and
Zhao Song and
Junze Yin},
title = {Federated Empirical Risk Minimization via Second-Order Method},
journal = {CoRR},
volume = {abs/2305.17482},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17482},
doi = {10.48550/ARXIV.2305.17482},
eprinttype = {arXiv},
eprint = {2305.17482},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00406,
author = {Yichuan Deng and
Zhao Song and
Junze Yin},
title = {Faster Robust Tensor Power Method for Arbitrary Order},
journal = {CoRR},
volume = {abs/2306.00406},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00406},
doi = {10.48550/ARXIV.2306.00406},
eprinttype = {arXiv},
eprint = {2306.00406},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02295,
author = {Ritwik Sinha and
Zhao Song and
Tianyi Zhou},
title = {A Mathematical Abstraction for Balancing the Trade-off Between Creativity
and Reality in Large Language Models},
journal = {CoRR},
volume = {abs/2306.02295},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02295},
doi = {10.48550/ARXIV.2306.02295},
eprinttype = {arXiv},
eprint = {2306.02295},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02381,
author = {Xiaoxiao Li and
Zhao Song and
Guangyi Zhang},
title = {Sparse Convolution for Approximate Sparse Instance},
journal = {CoRR},
volume = {abs/2306.02381},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02381},
doi = {10.48550/ARXIV.2306.02381},
eprinttype = {arXiv},
eprint = {2306.02381},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03356,
author = {Xiang Chen and
Zhao Song and
Baocheng Sun and
Junze Yin and
Danyang Zhuo},
title = {Query Complexity of Active Learning for Function Family With Nearly
Orthogonal Basis},
journal = {CoRR},
volume = {abs/2306.03356},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03356},
doi = {10.48550/ARXIV.2306.03356},
eprinttype = {arXiv},
eprint = {2306.03356},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03356.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04169,
author = {Zhao Song and
Mingquan Ye and
Junze Yin and
Lichen Zhang},
title = {Efficient Alternating Minimization with Applications to Weighted Low
Rank Approximation},
journal = {CoRR},
volume = {abs/2306.04169},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04169},
doi = {10.48550/ARXIV.2306.04169},
eprinttype = {arXiv},
eprint = {2306.04169},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04933,
author = {Junda Wu and
Tong Yu and
Rui Wang and
Zhao Song and
Ruiyi Zhang and
Handong Zhao and
Chaochao Lu and
Shuai Li and
Ricardo Henao},
title = {InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language
Understanding},
journal = {CoRR},
volume = {abs/2306.04933},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04933},
doi = {10.48550/ARXIV.2306.04933},
eprinttype = {arXiv},
eprint = {2306.04933},
timestamp = {Thu, 03 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04933.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07587,
author = {Yichuan Deng and
Zhao Song and
Lichen Zhang and
Ruizhe Zhang},
title = {Efficient Algorithm for Solving Hyperbolic Programs},
journal = {CoRR},
volume = {abs/2306.07587},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07587},
doi = {10.48550/ARXIV.2306.07587},
eprinttype = {arXiv},
eprint = {2306.07587},
timestamp = {Wed, 05 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14048,
author = {Zhenyu Zhang and
Ying Sheng and
Tianyi Zhou and
Tianlong Chen and
Lianmin Zheng and
Ruisi Cai and
Zhao Song and
Yuandong Tian and
Christopher R{\'{e}} and
Clark W. Barrett and
Zhangyang Wang and
Beidi Chen},
title = {H\({}_{\mbox{2}}\)O: Heavy-Hitter Oracle for Efficient Generative
Inference of Large Language Models},
journal = {CoRR},
volume = {abs/2306.14048},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14048},
doi = {10.48550/ARXIV.2306.14048},
eprinttype = {arXiv},
eprint = {2306.14048},
timestamp = {Mon, 12 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02419,
author = {Yeqi Gao and
Zhao Song and
Shenghao Xie},
title = {In-Context Learning for Attention Scheme: from Single Softmax Regression
to Multiple Softmax Regression via a Tensor Trick},
journal = {CoRR},
volume = {abs/2307.02419},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.02419},
doi = {10.48550/ARXIV.2307.02419},
eprinttype = {arXiv},
eprint = {2307.02419},
timestamp = {Fri, 17 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-02419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-06565,
author = {Lianke Qin and
Zhao Song and
Yuanyuan Yang},
title = {Efficient {SGD} Neural Network Training via Sublinear Activated Neuron
Identification},
journal = {CoRR},
volume = {abs/2307.06565},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.06565},
doi = {10.48550/ARXIV.2307.06565},
eprinttype = {arXiv},
eprint = {2307.06565},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-06565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-07735,
author = {Yuzhou Gu and
Zhao Song and
Lichen Zhang},
title = {A Nearly-Linear Time Algorithm for Structured Support Vector Machines},
journal = {CoRR},
volume = {abs/2307.07735},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.07735},
doi = {10.48550/ARXIV.2307.07735},
eprinttype = {arXiv},
eprint = {2307.07735},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-07735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08045,
author = {Yeqi Gao and
Zhao Song and
Xin Yang and
Ruizhe Zhang},
title = {Fast Quantum Algorithm for Attention Computation},
journal = {CoRR},
volume = {abs/2307.08045},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08045},
doi = {10.48550/ARXIV.2307.08045},
eprinttype = {arXiv},
eprint = {2307.08045},
timestamp = {Fri, 28 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08045.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08352,
author = {Yichuan Deng and
Zhihang Li and
Sridhar Mahadevan and
Zhao Song},
title = {Zero-th Order Algorithm for Softmax Attention Optimization},
journal = {CoRR},
volume = {abs/2307.08352},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08352},
doi = {10.48550/ARXIV.2307.08352},
eprinttype = {arXiv},
eprint = {2307.08352},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08352.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-08358,
author = {Yichuan Deng and
Zhao Song and
Shenghao Xie},
title = {Convergence of Two-Layer Regression with Nonlinear Units},
journal = {CoRR},
volume = {abs/2308.08358},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.08358},
doi = {10.48550/ARXIV.2308.08358},
eprinttype = {arXiv},
eprint = {2308.08358},
timestamp = {Fri, 17 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-08358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10502,
author = {Yeqi Gao and
Zhao Song and
Junze Yin},
title = {GradientCoin: {A} Peer-to-Peer Decentralized Large Language Models},
journal = {CoRR},
volume = {abs/2308.10502},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10502},
doi = {10.48550/ARXIV.2308.10502},
eprinttype = {arXiv},
eprint = {2308.10502},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10722,
author = {Yichuan Deng and
Michalis Mamakos and
Zhao Song},
title = {Clustered Linear Contextual Bandits with Knapsacks},
journal = {CoRR},
volume = {abs/2308.10722},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10722},
doi = {10.48550/ARXIV.2308.10722},
eprinttype = {arXiv},
eprint = {2308.10722},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-12247,
author = {Timothy Chu and
Zhao Song and
Chiwun Yang},
title = {How to Protect Copyright Data in Optimization of Large Language Models?},
journal = {CoRR},
volume = {abs/2308.12247},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.12247},
doi = {10.48550/ARXIV.2308.12247},
eprinttype = {arXiv},
eprint = {2308.12247},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-12247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14304,
author = {Zhao Song and
Junze Yin and
Lichen Zhang},
title = {Solving Attention Kernel Regression Problem via Pre-conditioner},
journal = {CoRR},
volume = {abs/2308.14304},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14304},
doi = {10.48550/ARXIV.2308.14304},
eprinttype = {arXiv},
eprint = {2308.14304},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-01030,
author = {Lianke Qin and
Aravind Reddy and
Zhao Song},
title = {Online Adaptive Mahalanobis Distance Estimation},
journal = {CoRR},
volume = {abs/2309.01030},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.01030},
doi = {10.48550/ARXIV.2309.01030},
eprinttype = {arXiv},
eprint = {2309.01030},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-01030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-05135,
author = {Zhao Song and
Mingquan Ye and
Lichen Zhang},
title = {Streaming Semidefinite Programs: O({\(\surd\)}n) Passes, Small Space
and Fast Runtime},
journal = {CoRR},
volume = {abs/2309.05135},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.05135},
doi = {10.48550/ARXIV.2309.05135},
eprinttype = {arXiv},
eprint = {2309.05135},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-05135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-07418,
author = {Yeqi Gao and
Zhao Song and
Weixin Wang and
Junze Yin},
title = {A Fast Optimization View: Reformulating Single Layer Attention in
{LLM} Based on Tensor and {SVM} Trick, and Solving It in Matrix Multiplication
Time},
journal = {CoRR},
volume = {abs/2309.07418},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.07418},
doi = {10.48550/ARXIV.2309.07418},
eprinttype = {arXiv},
eprint = {2309.07418},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-07418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-07452,
author = {Lianke Qin and
Zhao Song and
Baocheng Sun},
title = {Is Solving Graph Neural Tangent Kernel Equivalent to Training Graph
Neural Network?},
journal = {CoRR},
volume = {abs/2309.07452},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.07452},
doi = {10.48550/ARXIV.2309.07452},
eprinttype = {arXiv},
eprint = {2309.07452},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-07452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13482,
author = {Zhao Song and
Weixin Wang and
Junze Yin},
title = {A Unified Scheme of ResNet and Softmax},
journal = {CoRR},
volume = {abs/2309.13482},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13482},
doi = {10.48550/ARXIV.2309.13482},
eprinttype = {arXiv},
eprint = {2309.13482},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03331,
author = {Timothy Chu and
Zhao Song and
Chiwun Yang},
title = {Fine-tune Language Models to Approximate Unbiased In-context Learning},
journal = {CoRR},
volume = {abs/2310.03331},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03331},
doi = {10.48550/ARXIV.2310.03331},
eprinttype = {arXiv},
eprint = {2310.03331},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03331.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04064,
author = {Josh Alman and
Zhao Song},
title = {How to Capture Higher-order Correlations? Generalizing Matrix Softmax
Attention to Kronecker Computation},
journal = {CoRR},
volume = {abs/2310.04064},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04064},
doi = {10.48550/ARXIV.2310.04064},
eprinttype = {arXiv},
eprint = {2310.04064},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-11291,
author = {Zhao Song and
Chiwun Yang},
title = {An Automatic Learning Rate Schedule Algorithm for Achieving Faster
Convergence and Steeper Descent},
journal = {CoRR},
volume = {abs/2310.11291},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.11291},
doi = {10.48550/ARXIV.2310.11291},
eprinttype = {arXiv},
eprint = {2310.11291},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-11291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-11685,
author = {Yichuan Deng and
Zhao Song and
Tianyi Zhou},
title = {Superiority of Softmax: Unveiling the Performance Edge Over Linear
Attention},
journal = {CoRR},
volume = {abs/2310.11685},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.11685},
doi = {10.48550/ARXIV.2310.11685},
eprinttype = {arXiv},
eprint = {2310.11685},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-11685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12462,
author = {Yichuan Deng and
Zhao Song and
Shenghao Xie and
Chiwun Yang},
title = {Unmasking Transformers: {A} Theoretical Approach to Data Recovery
via Attention Weights},
journal = {CoRR},
volume = {abs/2310.12462},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12462},
doi = {10.48550/ARXIV.2310.12462},
eprinttype = {arXiv},
eprint = {2310.12462},
timestamp = {Fri, 17 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17157,
author = {Zichang Liu and
Jue Wang and
Tri Dao and
Tianyi Zhou and
Binhang Yuan and
Zhao Song and
Anshumali Shrivastava and
Ce Zhang and
Yuandong Tian and
Christopher R{\'{e}} and
Beidi Chen},
title = {Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time},
journal = {CoRR},
volume = {abs/2310.17157},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.17157},
doi = {10.48550/ARXIV.2310.17157},
eprinttype = {arXiv},
eprint = {2310.17157},
timestamp = {Wed, 20 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-17157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-20051,
author = {Zhao Song and
Guangyi Xu and
Junze Yin},
title = {The Expressibility of Polynomial based Attention Scheme},
journal = {CoRR},
volume = {abs/2310.20051},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.20051},
doi = {10.48550/ARXIV.2310.20051},
eprinttype = {arXiv},
eprint = {2310.20051},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-20051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-11429,
author = {Lianke Qin and
Saayan Mitra and
Zhao Song and
Yuanyuan Yang and
Tianyi Zhou},
title = {Fast Heavy Inner Product Identification Between Weights and Inputs
in Neural Network Training},
journal = {CoRR},
volume = {abs/2311.11429},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.11429},
doi = {10.48550/ARXIV.2311.11429},
eprinttype = {arXiv},
eprint = {2311.11429},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-11429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-13624,
author = {Chenyang Li and
Zhao Song and
Weixin Wang and
Chiwun Yang},
title = {A Theoretical Insight into Attack and Defense of Gradient Leakage
in Transformer},
journal = {CoRR},
volume = {abs/2311.13624},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.13624},
doi = {10.48550/ARXIV.2311.13624},
eprinttype = {arXiv},
eprint = {2311.13624},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-13624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-14652,
author = {Raghav Addanki and
Chenyang Li and
Zhao Song and
Chiwun Yang},
title = {One Pass Streaming Algorithm for Super Long Token Attention Approximation
in Sublinear Space},
journal = {CoRR},
volume = {abs/2311.14652},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.14652},
doi = {10.48550/ARXIV.2311.14652},
eprinttype = {arXiv},
eprint = {2311.14652},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-14652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-14823,
author = {Zhao Song and
Junze Yin and
Ruizhe Zhang},
title = {Revisiting Quantum Algorithms for Linear Regressions: Quadratic Speedups
without Data-Dependent Parameters},
journal = {CoRR},
volume = {abs/2311.14823},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.14823},
doi = {10.48550/ARXIV.2311.14823},
eprinttype = {arXiv},
eprint = {2311.14823},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-14823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-15390,
author = {Zhihang Li and
Zhao Song and
Zifan Wang and
Junze Yin},
title = {Local Convergence of Approximate Newton Method for Two Layer Nonlinear
Regression},
journal = {CoRR},
volume = {abs/2311.15390},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.15390},
doi = {10.48550/ARXIV.2311.15390},
eprinttype = {arXiv},
eprint = {2311.15390},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-15390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/QinJS0ZC22,
author = {Lianke Qin and
Rajesh Jayaram and
Elaine Shi and
Zhao Song and
Danyang Zhuo and
Shumo Chu},
title = {Differentially Oblivious Relational Database Operators},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {4},
pages = {842--855},
year = {2022},
url = {https://www.vldb.org/pvldb/vol16/p842-qin.pdf},
doi = {10.14778/3574245.3574267},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/QinJS0ZC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/quantum/GilyenST22,
author = {Andr{\'{a}}s Gily{\'{e}}n and
Zhao Song and
Ewin Tang},
title = {An improved quantum-inspired algorithm for linear regression},
journal = {Quantum},
volume = {6},
pages = {754},
year = {2022},
url = {https://doi.org/10.22331/q-2022-06-30-754},
doi = {10.22331/Q-2022-06-30-754},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/quantum/GilyenST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiangM0YZ22,
author = {Shunhua Jiang and
Yunze Man and
Zhao Song and
Zheng Yu and
Danyang Zhuo},
title = {Fast Graph Neural Tangent Kernel via Kronecker Sketching},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {7033--7041},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i6.20662},
doi = {10.1609/AAAI.V36I6.20662},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiangM0YZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/approx/SongZ22,
author = {Zhao Song and
Ruizhe Zhang},
editor = {Amit Chakrabarti and
Chaitanya Swamy},
title = {Hyperbolic Concentration, Anti-Concentration, and Discrepancy},
booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms
and Techniques, {APPROX/RANDOM} 2022, September 19-21, 2022, University
of Illinois, Urbana-Champaign, {USA} (Virtual Conference)},
series = {LIPIcs},
volume = {245},
pages = {10:1--10:19},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2022},
url = {https://doi.org/10.4230/LIPIcs.APPROX/RANDOM.2022.10},
doi = {10.4230/LIPICS.APPROX/RANDOM.2022.10},
timestamp = {Wed, 21 Aug 2024 22:46:00 +0200},
biburl = {https://dblp.org/rec/conf/approx/SongZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/QinRSXZ22,
author = {Lianke Qin and
Aravind Reddy and
Zhao Song and
Zhaozhuo Xu and
Danyang Zhuo},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Adaptive and Dynamic Multi-Resolution Hashing for Pairwise Summations},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {115--120},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020385},
doi = {10.1109/BIGDATA55660.2022.10020385},
timestamp = {Thu, 20 Mar 2025 21:08:37 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/QinRSXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiSTZ22,
author = {Xiaoxiao Li and
Zhao Song and
Runzhou Tao and
Guangyi Zhang},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {A Convergence Theory for Federated Average: Beyond Smoothness},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1292--1297},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020426},
doi = {10.1109/BIGDATA55660.2022.10020426},
timestamp = {Wed, 22 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiSTZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/HuangJ0T022,
author = {Baihe Huang and
Shunhua Jiang and
Zhao Song and
Runzhou Tao and
Ruizhe Zhang},
title = {Solving {SDP} Faster: {A} Robust {IPM} Framework and Efficient Implementation},
booktitle = {63rd {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2022, Denver, CO, USA, October 31 - November 3, 2022},
pages = {233--244},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/FOCS54457.2022.00029},
doi = {10.1109/FOCS54457.2022.00029},
timestamp = {Wed, 22 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/focs/HuangJ0T022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenDLY0RR22,
author = {Beidi Chen and
Tri Dao and
Kaizhao Liang and
Jiaming Yang and
Zhao Song and
Atri Rudra and
Christopher R{\'{e}}},
title = {Pixelated Butterfly: Simple and Efficient Sparse training for Neural
Network Models},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=Nfl-iXa-y7R},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenDLY0RR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenFNZ0FR22,
author = {Mayee F. Chen and
Daniel Y. Fu and
Avanika Narayan and
Michael Zhang and
Zhao Song and
Kayvon Fatahalian and
Christopher R{\'{e}}},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Perfectly Balanced: Improving Transfer and Robustness of Supervised
Contrastive Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {3090--3122},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/chen22d.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenFNZ0FR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MunteanuO0W22,
author = {Alexander Munteanu and
Simon Omlor and
Zhao Song and
David P. Woodruff},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Bounding the Width of Neural Networks via Coupled Initialization {A}
Worst Case Analysis},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {16083--16122},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/munteanu22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MunteanuO0W22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ReddyR0RMLWKA22,
author = {Aravind Reddy and
Ryan A. Rossi and
Zhao Song and
Anup B. Rao and
Tung Mai and
Nedim Lipka and
Gang Wu and
Eunyee Koh and
Nesreen K. Ahmed},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {One-Pass Algorithms for {MAP} Inference of Nonsymmetric Determinantal
Point Processes},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {18463--18482},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/reddy22a.html},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ReddyR0RMLWKA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/Chen0T022,
author = {Sitan Chen and
Zhao Song and
Runzhou Tao and
Ruizhe Zhang},
editor = {Mark Braverman},
title = {Symmetric Sparse Boolean Matrix Factorization and Applications},
booktitle = {13th Innovations in Theoretical Computer Science Conference, {ITCS}
2022, January 31 - February 3, 2022, Berkeley, CA, {USA}},
series = {LIPIcs},
volume = {215},
pages = {46:1--46:25},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2022},
url = {https://doi.org/10.4230/LIPIcs.ITCS.2022.46},
doi = {10.4230/LIPICS.ITCS.2022.46},
timestamp = {Wed, 22 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/innovations/Chen0T022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/00020W022,
author = {Yichuan Deng and
Zhao Song and
Omri Weinstein and
Ruizhe Zhang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Fast Distance Oracles for Any Symmetric Norm},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/2fc6b8a3fc23108f184daa4759024c25-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/00020W022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Reddy0022,
author = {Aravind Reddy and
Zhao Song and
Lichen Zhang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Dynamic Tensor Product Regression},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/1ed4723f12853cbd02aecb8160f5e0c9-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Reddy0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12329,
author = {Baihe Huang and
Zhao Song and
Omri Weinstein and
Hengjie Zhang and
Ruizhe Zhang},
title = {A Dynamic Fast Gaussian Transform},
journal = {CoRR},
volume = {abs/2202.12329},
year = {2022},
url = {https://arxiv.org/abs/2202.12329},
eprinttype = {arXiv},
eprint = {2202.12329},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-03209,
author = {Zhao Song and
Zhaozhuo Xu and
Lichen Zhang},
title = {Speeding Up Sparsification using Inner Product Search Data Structures},
journal = {CoRR},
volume = {abs/2204.03209},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.03209},
doi = {10.48550/ARXIV.2204.03209},
eprinttype = {arXiv},
eprint = {2204.03209},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-03209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07596,
author = {Mayee F. Chen and
Daniel Y. Fu and
Avanika Narayan and
Michael Zhang and
Zhao Song and
Kayvon Fatahalian and
Christopher R{\'{e}}},
title = {Perfectly Balanced: Improving Transfer and Robustness of Supervised
Contrastive Learning},
journal = {CoRR},
volume = {abs/2204.07596},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07596},
doi = {10.48550/ARXIV.2204.07596},
eprinttype = {arXiv},
eprint = {2204.07596},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10979,
author = {Kai Wang and
Zhao Song and
Georgios Theocharous and
Sridhar Mahadevan},
title = {Smoothed Online Combinatorial Optimization Using Imperfect Predictions},
journal = {CoRR},
volume = {abs/2204.10979},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10979},
doi = {10.48550/ARXIV.2204.10979},
eprinttype = {arXiv},
eprint = {2204.10979},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10979.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-00658,
author = {Zhao Song and
Baocheng Sun and
Omri Weinstein and
Ruizhe Zhang},
title = {Sparse Fourier Transform over Lattices: {A} Unified Approach to Signal
Reconstruction},
journal = {CoRR},
volume = {abs/2205.00658},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.00658},
doi = {10.48550/ARXIV.2205.00658},
eprinttype = {arXiv},
eprint = {2205.00658},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-00658.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14816,
author = {Yichuan Deng and
Zhao Song and
Omri Weinstein and
Ruizhe Zhang},
title = {Fast Distance Oracles for Any Symmetric Norm},
journal = {CoRR},
volume = {abs/2205.14816},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14816},
doi = {10.48550/ARXIV.2205.14816},
eprinttype = {arXiv},
eprint = {2205.14816},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12802,
author = {Alexander Munteanu and
Simon Omlor and
Zhao Song and
David P. Woodruff},
title = {Bounding the Width of Neural Networks via Coupled Initialization -
{A} Worst Case Analysis},
journal = {CoRR},
volume = {abs/2206.12802},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12802},
doi = {10.48550/ARXIV.2206.12802},
eprinttype = {arXiv},
eprint = {2206.12802},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09002,
author = {Zhao Song and
Zhaozhuo Xu and
Yuanyuan Yang and
Lichen Zhang},
title = {Accelerating Frank-Wolfe Algorithm using Low-Dimensional and Adaptive
Data Structures},
journal = {CoRR},
volume = {abs/2207.09002},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.09002},
doi = {10.48550/ARXIV.2207.09002},
eprinttype = {arXiv},
eprint = {2207.09002},
timestamp = {Mon, 17 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-09002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03367,
author = {Hang Hu and
Zhao Song and
Runzhou Tao and
Zhaozhuo Xu and
Danyang Zhuo},
title = {Sublinear Time Algorithm for Online Weighted Bipartite Matching},
journal = {CoRR},
volume = {abs/2208.03367},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.03367},
doi = {10.48550/ARXIV.2208.03367},
eprinttype = {arXiv},
eprint = {2208.03367},
timestamp = {Wed, 22 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-03367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03635,
author = {Xiaoxiao Li and
Zhao Song and
Jiaming Yang},
title = {Federated Adversarial Learning: {A} Framework with Convergence Analysis},
journal = {CoRR},
volume = {abs/2208.03635},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.03635},
doi = {10.48550/ARXIV.2208.03635},
eprinttype = {arXiv},
eprint = {2208.03635},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-03635.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03915,
author = {Jiehao Liang and
Zhao Song and
Zhaozhuo Xu and
Danyang Zhuo},
title = {Dynamic Maintenance of Kernel Density Estimation Data Structure: From
Practice to Theory},
journal = {CoRR},
volume = {abs/2208.03915},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.03915},
doi = {10.48550/ARXIV.2208.03915},
eprinttype = {arXiv},
eprint = {2208.03915},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-03915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04508,
author = {Hang Hu and
Zhao Song and
Omri Weinstein and
Danyang Zhuo},
title = {Training Overparametrized Neural Networks in Sublinear Time},
journal = {CoRR},
volume = {abs/2208.04508},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.04508},
doi = {10.48550/ARXIV.2208.04508},
eprinttype = {arXiv},
eprint = {2208.04508},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-04508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05395,
author = {Yeqi Gao and
Lianke Qin and
Zhao Song and
Yitan Wang},
title = {A Sublinear Adversarial Training Algorithm},
journal = {CoRR},
volume = {abs/2208.05395},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05395},
doi = {10.48550/ARXIV.2208.05395},
eprinttype = {arXiv},
eprint = {2208.05395},
timestamp = {Thu, 18 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09634,
author = {Yeqi Gao and
Zhao Song and
Baocheng Sun},
title = {An O(k log n) Time Fourier Set Query Algorithm},
journal = {CoRR},
volume = {abs/2208.09634},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.09634},
doi = {10.48550/ARXIV.2208.09634},
eprinttype = {arXiv},
eprint = {2208.09634},
timestamp = {Wed, 31 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-09634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03961,
author = {Aravind Reddy and
Zhao Song and
Lichen Zhang},
title = {Dynamic Tensor Product Regression},
journal = {CoRR},
volume = {abs/2210.03961},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03961},
doi = {10.48550/ARXIV.2210.03961},
eprinttype = {arXiv},
eprint = {2210.03961},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03961.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08361,
author = {Yichuan Deng and
Zhao Song and
Yitan Wang and
Yuanyuan Yang},
title = {A Nearly Optimal Size Coreset Algorithm with Nearly Linear Time},
journal = {CoRR},
volume = {abs/2210.08361},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08361},
doi = {10.48550/ARXIV.2210.08361},
eprinttype = {arXiv},
eprint = {2210.08361},
timestamp = {Thu, 20 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08371,
author = {Zhao Song and
Yitan Wang and
Zheng Yu and
Lichen Zhang},
title = {Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth
Channel and Vulnerability},
journal = {CoRR},
volume = {abs/2210.08371},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08371},
doi = {10.48550/ARXIV.2210.08371},
eprinttype = {arXiv},
eprint = {2210.08371},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11542,
author = {Zhao Song and
Xin Yang and
Yuanyuan Yang and
Lichen Zhang},
title = {Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker
Projection Maintenance},
journal = {CoRR},
volume = {abs/2210.11542},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11542},
doi = {10.48550/ARXIV.2210.11542},
eprinttype = {arXiv},
eprint = {2210.11542},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12468,
author = {Yichuan Deng and
Zhao Song and
Omri Weinstein},
title = {Discrepancy Minimization in Input-Sparsity Time},
journal = {CoRR},
volume = {abs/2210.12468},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12468},
doi = {10.48550/ARXIV.2210.12468},
eprinttype = {arXiv},
eprint = {2210.12468},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12495,
author = {Zhao Song and
Baocheng Sun and
Omri Weinstein and
Ruizhe Zhang},
title = {Quartic Samples Suffice for Fourier Interpolation},
journal = {CoRR},
volume = {abs/2210.12495},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12495},
doi = {10.48550/ARXIV.2210.12495},
eprinttype = {arXiv},
eprint = {2210.12495},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01588,
author = {Xiaoxiao Li and
Zhao Song and
Runzhou Tao and
Guangyi Zhang},
title = {A Convergence Theory for Federated Average: Beyond Smoothness},
journal = {CoRR},
volume = {abs/2211.01588},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01588},
doi = {10.48550/ARXIV.2211.01588},
eprinttype = {arXiv},
eprint = {2211.01588},
timestamp = {Wed, 22 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06033,
author = {Yuzhou Gu and
Zhao Song},
title = {A Faster Small Treewidth {SDP} Solver},
journal = {CoRR},
volume = {abs/2211.06033},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06033},
doi = {10.48550/ARXIV.2211.06033},
eprinttype = {arXiv},
eprint = {2211.06033},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14227,
author = {Josh Alman and
Jiehao Liang and
Zhao Song and
Ruizhe Zhang and
Danyang Zhuo},
title = {Bypass Exponential Time Preprocessing: Fast Neural Network Training
via Weight-Data Correlation Preprocessing},
journal = {CoRR},
volume = {abs/2211.14227},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14227},
doi = {10.48550/ARXIV.2211.14227},
eprinttype = {arXiv},
eprint = {2211.14227},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14407,
author = {Zhao Song and
Xin Yang and
Yuanyuan Yang and
Tianyi Zhou},
title = {Faster Algorithm for Structured John Ellipsoid Computation},
journal = {CoRR},
volume = {abs/2211.14407},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14407},
doi = {10.48550/ARXIV.2211.14407},
eprinttype = {arXiv},
eprint = {2211.14407},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14825,
author = {Yichuan Deng and
Wenyu Jin and
Zhao Song and
Xiaorui Sun and
Omri Weinstein},
title = {Dynamic Kernel Sparsifiers},
journal = {CoRR},
volume = {abs/2211.14825},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14825},
doi = {10.48550/ARXIV.2211.14825},
eprinttype = {arXiv},
eprint = {2211.14825},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15118,
author = {Jiehao Liang and
Somdeb Sarkhel and
Zhao Song and
Chenbo Yin and
Danyang Zhuo},
title = {A Faster k-means++ Algorithm},
journal = {CoRR},
volume = {abs/2211.15118},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15118},
doi = {10.48550/ARXIV.2211.15118},
eprinttype = {arXiv},
eprint = {2211.15118},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05176,
author = {Lianke Qin and
Rajesh Jayaram and
Elaine Shi and
Zhao Song and
Danyang Zhuo and
Shumo Chu},
title = {Adore: Differentially Oblivious Relational Database Operators},
journal = {CoRR},
volume = {abs/2212.05176},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05176},
doi = {10.48550/ARXIV.2212.05176},
eprinttype = {arXiv},
eprint = {2212.05176},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-11408,
author = {Lianke Qin and
Aravind Reddy and
Zhao Song and
Zhaozhuo Xu and
Danyang Zhuo},
title = {Adaptive and Dynamic Multi-Resolution Hashing for Pairwise Summations},
journal = {CoRR},
volume = {abs/2212.11408},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.11408},
doi = {10.48550/ARXIV.2212.11408},
eprinttype = {arXiv},
eprint = {2212.11408},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-11408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/0001KPS0Y22,
author = {Lijie Chen and
Gillat Kol and
Dmitry Paramonov and
Raghuvansh Saxena and
Zhao Song and
Huacheng Yu},
title = {Towards Multi-Pass Streaming Lower Bounds for Optimal Approximation
of Max-Cut},
journal = {Electron. Colloquium Comput. Complex.},
volume = {{TR22-161}},
year = {2022},
url = {https://eccc.weizmann.ac.il/report/2022/161},
eprinttype = {ECCC},
eprint = {TR22-161},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eccc/0001KPS0Y22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/CohenLS21,
author = {Michael B. Cohen and
Yin Tat Lee and
Zhao Song},
title = {Solving Linear Programs in the Current Matrix Multiplication Time},
journal = {J. {ACM}},
volume = {68},
number = {1},
pages = {3:1--3:39},
year = {2021},
url = {https://doi.org/10.1145/3424305},
doi = {10.1145/3424305},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jacm/CohenLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/0001KPS0Y21,
author = {Lijie Chen and
Gillat Kol and
Dmitry Paramonov and
Raghuvansh R. Saxena and
Zhao Song and
Huacheng Yu},
editor = {Nikhil Bansal and
Emanuela Merelli and
James Worrell},
title = {Near-Optimal Two-Pass Streaming Algorithm for Sampling Random Walks
over Directed Graphs},
booktitle = {48th International Colloquium on Automata, Languages, and Programming,
{ICALP} 2021, July 12-16, 2021, Glasgow, Scotland (Virtual Conference)},
series = {LIPIcs},
volume = {198},
pages = {52:1--52:19},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2021},
url = {https://doi.org/10.4230/LIPIcs.ICALP.2021.52},
doi = {10.4230/LIPICS.ICALP.2021.52},
timestamp = {Wed, 21 Aug 2024 22:46:00 +0200},
biburl = {https://dblp.org/rec/conf/icalp/0001KPS0Y21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenL0Z21,
author = {Sitan Chen and
Xiaoxiao Li and
Zhao Song and
Danyang Zhuo},
title = {On InstaHide, Phase Retrieval, and Sparse Matrix Factorization},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=AhElGnhU2BV},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenL0Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenLPXLD0SR21,
author = {Beidi Chen and
Zichang Liu and
Binghui Peng and
Zhaozhuo Xu and
Jonathan Lingjie Li and
Tri Dao and
Zhao Song and
Anshumali Shrivastava and
Christopher R{\'{e}}},
title = {{MONGOOSE:} {A} Learnable {LSH} Framework for Efficient Neural Network
Training},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=wWK7yXkULyh},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenLPXLD0SR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangL0021,
author = {Baihe Huang and
Xiaoxiao Li and
Zhao Song and
Xin Yang},
editor = {Marina Meila and
Tong Zhang},
title = {{FL-NTK:} {A} Neural Tangent Kernel-based Framework for Federated
Learning Analysis},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {4423--4434},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/huang21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangL0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002WYZ21,
author = {Zhao Song and
David P. Woodruff and
Zheng Yu and
Lichen Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Fast Sketching of Polynomial Kernels of Polynomial Degree},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9812--9823},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/song21c.html},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002WYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002Y21,
author = {Zhao Song and
Zheng Yu},
editor = {Marina Meila and
Tong Zhang},
title = {Oblivious Sketching-based Central Path Method for Linear Programming},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9835--9847},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/song21e.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002Y21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/BrandP0W21,
author = {Jan van den Brand and
Binghui Peng and
Zhao Song and
Omri Weinstein},
editor = {James R. Lee},
title = {Training (Overparametrized) Neural Networks in Near-Linear Time},
booktitle = {12th Innovations in Theoretical Computer Science Conference, {ITCS}
2021, January 6-8, 2021, Virtual Conference},
series = {LIPIcs},
volume = {185},
pages = {63:1--63:15},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2021},
url = {https://doi.org/10.4230/LIPIcs.ITCS.2021.63},
doi = {10.4230/LIPICS.ITCS.2021.63},
timestamp = {Wed, 21 Aug 2024 22:46:00 +0200},
biburl = {https://dblp.org/rec/conf/innovations/BrandP0W21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuSS21,
author = {Zhaozhuo Xu and
Zhao Song and
Anshumali Shrivastava},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Breaking the Linear Iteration Cost Barrier for Some Well-known Conditional
Gradient Methods Using MaxIP Data-structures},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {5576--5589},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/2c27a260f16ad3098393cc529f391f4a-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/XuSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangGSLA21,
author = {Yangsibo Huang and
Samyak Gupta and
Zhao Song and
Kai Li and
Sanjeev Arora},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Evaluating Gradient Inversion Attacks and Defenses in Federated Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {7232--7241},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/3b3fff6463464959dcd1b68d0320f781-Abstract.html},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuangGSLA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenDWSRR21,
author = {Beidi Chen and
Tri Dao and
Eric Winsor and
Zhao Song and
Atri Rudra and
Christopher R{\'{e}}},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Scatterbrain: Unifying Sparse and Low-rank Attention},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17413--17426},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/9185f3ec501c674c7c788464a36e7fb3-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenDWSRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongYZ21,
author = {Zhao Song and
Shuo Yang and
Ruizhe Zhang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Does Preprocessing Help Training Over-parameterized Neural Networks?},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {22890--22904},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/c164bbc9d6c72a52c599bbb43d8db8e1-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SongYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/0001KPS0Y21,
author = {Lijie Chen and
Gillat Kol and
Dmitry Paramonov and
Raghuvansh R. Saxena and
Zhao Song and
Huacheng Yu},
editor = {Samir Khuller and
Virginia Vassilevska Williams},
title = {Almost optimal super-constant-pass streaming lower bounds for reachability},
booktitle = {{STOC} '21: 53rd Annual {ACM} {SIGACT} Symposium on Theory of Computing,
Virtual Event, Italy, June 21-25, 2021},
pages = {570--583},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3406325.3451038},
doi = {10.1145/3406325.3451038},
timestamp = {Tue, 22 Jun 2021 19:47:11 +0200},
biburl = {https://dblp.org/rec/conf/stoc/0001KPS0Y21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/Jiang0WZ21,
author = {Shunhua Jiang and
Zhao Song and
Omri Weinstein and
Hengjie Zhang},
editor = {Samir Khuller and
Virginia Vassilevska Williams},
title = {A faster algorithm for solving general LPs},
booktitle = {{STOC} '21: 53rd Annual {ACM} {SIGACT} Symposium on Theory of Computing,
Virtual Event, Italy, June 21-25, 2021},
pages = {823--832},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3406325.3451058},
doi = {10.1145/3406325.3451058},
timestamp = {Tue, 22 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/stoc/Jiang0WZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/BrandLLSS0W21,
author = {Jan van den Brand and
Yin Tat Lee and
Yang P. Liu and
Thatchaphol Saranurak and
Aaron Sidford and
Zhao Song and
Di Wang},
editor = {Samir Khuller and
Virginia Vassilevska Williams},
title = {Minimum cost flows, MDPs, and {\(\mathscr{l}\)}\({}_{\mbox{1}}\)-regression
in nearly linear time for dense instances},
booktitle = {{STOC} '21: 53rd Annual {ACM} {SIGACT} Symposium on Theory of Computing,
Virtual Event, Italy, June 21-25, 2021},
pages = {859--869},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3406325.3451108},
doi = {10.1145/3406325.3451108},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/stoc/BrandLLSS0W21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DuH0S0021,
author = {Simon S. Du and
Wei Hu and
Zhiyuan Li and
Ruoqi Shen and
Zhao Song and
Jiajun Wu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {When is particle filtering efficient for planning in partially observed
linear dynamical systems?},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {728--737},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/du21a.html},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/DuH0S0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-05719,
author = {Jan van den Brand and
Yin Tat Lee and
Yang P. Liu and
Thatchaphol Saranurak and
Aaron Sidford and
Zhao Song and
Di Wang},
title = {Minimum Cost Flows, MDPs, and {\unicode{120001}}\({}_{\mbox{1}}\)-Regression
in Nearly Linear Time for Dense Instances},
journal = {CoRR},
volume = {abs/2101.05719},
year = {2021},
url = {https://arxiv.org/abs/2101.05719},
eprinttype = {arXiv},
eprint = {2101.05719},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-05719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-08208,
author = {Baihe Huang and
Shunhua Jiang and
Zhao Song and
Runzhou Tao},
title = {Solving Tall Dense SDPs in the Current Matrix Multiplication Time},
journal = {CoRR},
volume = {abs/2101.08208},
year = {2021},
url = {https://arxiv.org/abs/2101.08208},
eprinttype = {arXiv},
eprint = {2101.08208},
timestamp = {Wed, 22 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-08208.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-01570,
author = {Sitan Chen and
Zhao Song and
Runzhou Tao and
Ruizhe Zhang},
title = {Symmetric Boolean Factor Analysis with Applications to InstaHide},
journal = {CoRR},
volume = {abs/2102.01570},
year = {2021},
url = {https://arxiv.org/abs/2102.01570},
eprinttype = {arXiv},
eprint = {2102.01570},
timestamp = {Wed, 22 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-01570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11251,
author = {Lijie Chen and
Gillat Kol and
Dmitry Paramonov and
Raghuvansh Saxena and
Zhao Song and
Huacheng Yu},
title = {Near-Optimal Two-Pass Streaming Algorithm for Sampling Random Walks
over Directed Graphs},
journal = {CoRR},
volume = {abs/2102.11251},
year = {2021},
url = {https://arxiv.org/abs/2102.11251},
eprinttype = {arXiv},
eprint = {2102.11251},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-05001,
author = {Baihe Huang and
Xiaoxiao Li and
Zhao Song and
Xin Yang},
title = {{FL-NTK:} {A} Neural Tangent Kernel-based Framework for Federated
Learning Convergence Analysis},
journal = {CoRR},
volume = {abs/2105.05001},
year = {2021},
url = {https://arxiv.org/abs/2105.05001},
eprinttype = {arXiv},
eprint = {2105.05001},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-05001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08285,
author = {Anshumali Shrivastava and
Zhao Song and
Zhaozhuo Xu},
title = {Sublinear Least-Squares Value Iteration via Locality Sensitive Hashing},
journal = {CoRR},
volume = {abs/2105.08285},
year = {2021},
url = {https://arxiv.org/abs/2105.08285},
eprinttype = {arXiv},
eprint = {2105.08285},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-08285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-09420,
author = {Zhao Song and
David P. Woodruff and
Zheng Yu and
Lichen Zhang},
title = {Fast Sketching of Polynomial Kernels of Polynomial Degree},
journal = {CoRR},
volume = {abs/2108.09420},
year = {2021},
url = {https://arxiv.org/abs/2108.09420},
eprinttype = {arXiv},
eprint = {2108.09420},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-09420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-04622,
author = {Zhao Song and
Shuo Yang and
Ruizhe Zhang},
title = {Does Preprocessing Help Training Over-parameterized Neural Networks?},
journal = {CoRR},
volume = {abs/2110.04622},
year = {2021},
url = {https://arxiv.org/abs/2110.04622},
eprinttype = {arXiv},
eprint = {2110.04622},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-04622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-15343,
author = {Beidi Chen and
Tri Dao and
Eric Winsor and
Zhao Song and
Atri Rudra and
Christopher R{\'{e}}},
title = {Scatterbrain: Unifying Sparse and Low-rank Attention Approximation},
journal = {CoRR},
volume = {abs/2110.15343},
year = {2021},
url = {https://arxiv.org/abs/2110.15343},
eprinttype = {arXiv},
eprint = {2110.15343},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-15343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03030,
author = {Sudhanshu Chanpuriya and
Ryan A. Rossi and
Anup B. Rao and
Tung Mai and
Nedim Lipka and
Zhao Song and
Cameron Musco},
title = {An Interpretable Graph Generative Model with Heterophily},
journal = {CoRR},
volume = {abs/2111.03030},
year = {2021},
url = {https://arxiv.org/abs/2111.03030},
eprinttype = {arXiv},
eprint = {2111.03030},
timestamp = {Tue, 09 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-10538,
author = {Aviad Rubinstein and
Saeed Seddighin and
Zhao Song and
Xiaorui Sun},
title = {Approximation Algorithms for {LCS} and {LIS} with Truly Improved Running
Times},
journal = {CoRR},
volume = {abs/2111.10538},
year = {2021},
url = {https://arxiv.org/abs/2111.10538},
eprinttype = {arXiv},
eprint = {2111.10538},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-10538.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-14674,
author = {Aravind Reddy and
Ryan A. Rossi and
Zhao Song and
Anup B. Rao and
Tung Mai and
Nedim Lipka and
Gang Wu and
Eunyee Koh and
Nesreen K. Ahmed},
title = {Online {MAP} Inference and Learning for Nonsymmetric Determinantal
Point Processes},
journal = {CoRR},
volume = {abs/2111.14674},
year = {2021},
url = {https://arxiv.org/abs/2111.14674},
eprinttype = {arXiv},
eprint = {2111.14674},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-14674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-15139,
author = {Anshumali Shrivastava and
Zhao Song and
Zhaozhuo Xu},
title = {Breaking the Linear Iteration Cost Barrier for Some Well-known Conditional
Gradient Methods Using MaxIP Data-structures},
journal = {CoRR},
volume = {abs/2111.15139},
year = {2021},
url = {https://arxiv.org/abs/2111.15139},
eprinttype = {arXiv},
eprint = {2111.15139},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-15139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-00029,
author = {Beidi Chen and
Tri Dao and
Kaizhao Liang and
Jiaming Yang and
Zhao Song and
Atri Rudra and
Christopher R{\'{e}}},
title = {Pixelated Butterfly: Simple and Efficient Sparse training for Neural
Network Models},
journal = {CoRR},
volume = {abs/2112.00029},
year = {2021},
url = {https://arxiv.org/abs/2112.00029},
eprinttype = {arXiv},
eprint = {2112.00029},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-00029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-00059,
author = {Yangsibo Huang and
Samyak Gupta and
Zhao Song and
Kai Li and
Sanjeev Arora},
title = {Evaluating Gradient Inversion Attacks and Defenses in Federated Learning},
journal = {CoRR},
volume = {abs/2112.00059},
year = {2021},
url = {https://arxiv.org/abs/2112.00059},
eprinttype = {arXiv},
eprint = {2112.00059},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-00059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02446,
author = {Shunhua Jiang and
Yunze Man and
Zhao Song and
Zheng Yu and
Danyang Zhuo},
title = {Fast Graph Neural Tangent Kernel via Kronecker Sketching},
journal = {CoRR},
volume = {abs/2112.02446},
year = {2021},
url = {https://arxiv.org/abs/2112.02446},
eprinttype = {arXiv},
eprint = {2112.02446},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05120,
author = {Wei Deng and
Yi{-}An Ma and
Zhao Song and
Qian Zhang and
Guang Lin},
title = {On Convergence of Federated Averaging Langevin Dynamics},
journal = {CoRR},
volume = {abs/2112.05120},
year = {2021},
url = {https://arxiv.org/abs/2112.05120},
eprinttype = {arXiv},
eprint = {2112.05120},
timestamp = {Tue, 19 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-05120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07628,
author = {Zhao Song and
Lichen Zhang and
Ruizhe Zhang},
title = {Training Multi-Layer Over-Parametrized Neural Network in Subquadratic
Time},
journal = {CoRR},
volume = {abs/2112.07628},
year = {2021},
url = {https://arxiv.org/abs/2112.07628},
eprinttype = {arXiv},
eprint = {2112.07628},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/ChenKPSSY21,
author = {Lijie Chen and
Gillat Kol and
Dmitry Paramonov and
Raghuvansh Saxena and
Zhao Song and
Huacheng Yu},
title = {Almost Optimal Super-Constant-Pass Streaming Lower Bounds for Reachability},
journal = {Electron. Colloquium Comput. Complex.},
volume = {{TR21-027}},
year = {2021},
url = {https://eccc.weizmann.ac.il/report/2021/027},
eprinttype = {ECCC},
eprint = {TR21-027},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eccc/ChenKPSSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiangSWY020,
author = {Yingyu Liang and
Zhao Song and
Mengdi Wang and
Lin Yang and
Xin Yang},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Sketching Transformed Matrices with Applications to Natural Language
Processing},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {467--481},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/liang20a.html},
timestamp = {Mon, 29 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiangSWY020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuangSCLA20,
author = {Yangsibo Huang and
Zhao Song and
Danqi Chen and
Kai Li and
Sanjeev Arora},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {TextHide: Tackling Data Privacy for Language Understanding Tasks},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {1368--1382},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.123},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.123},
timestamp = {Tue, 20 Aug 2024 07:54:42 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HuangSCLA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/AlmanCS020,
author = {Josh Alman and
Timothy Chu and
Aaron Schild and
Zhao Song},
editor = {Sandy Irani},
title = {Algorithms and Hardness for Linear Algebra on Geometric Graphs},
booktitle = {61st {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2020, Durham, NC, USA, November 16-19, 2020},
pages = {541--552},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/FOCS46700.2020.00057},
doi = {10.1109/FOCS46700.2020.00057},
timestamp = {Tue, 08 Jul 2025 16:39:04 +0200},
biburl = {https://dblp.org/rec/conf/focs/AlmanCS020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/JiangKLP020,
author = {Haotian Jiang and
Tarun Kathuria and
Yin Tat Lee and
Swati Padmanabhan and
Zhao Song},
editor = {Sandy Irani},
title = {A Faster Interior Point Method for Semidefinite Programming},
booktitle = {61st {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2020, Durham, NC, USA, November 16-19, 2020},
pages = {910--918},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/FOCS46700.2020.00089},
doi = {10.1109/FOCS46700.2020.00089},
timestamp = {Mon, 25 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/JiangKLP020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/BrandLNPSS0W20,
author = {Jan van den Brand and
Yin Tat Lee and
Danupon Nanongkai and
Richard Peng and
Thatchaphol Saranurak and
Aaron Sidford and
Zhao Song and
Di Wang},
editor = {Sandy Irani},
title = {Bipartite Matching in Nearly-linear Time on Moderately Dense Graphs},
booktitle = {61st {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2020, Durham, NC, USA, November 16-19, 2020},
pages = {919--930},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/FOCS46700.2020.00090},
doi = {10.1109/FOCS46700.2020.00090},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/focs/BrandLNPSS0W20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Huang0LA20,
author = {Yangsibo Huang and
Zhao Song and
Kai Li and
Sanjeev Arora},
title = {InstaHide: Instance-hiding Schemes for Private Distributed Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4507--4518},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/huang20i.html},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Huang0LA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KongSSKO20,
author = {Weihao Kong and
Raghav Somani and
Zhao Song and
Sham M. Kakade and
Sewoong Oh},
title = {Meta-learning for Mixed Linear Regression},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {5394--5404},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/kong20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KongSSKO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeSSWY20,
author = {Jason D. Lee and
Ruoqi Shen and
Zhao Song and
Mengdi Wang and
Zheng Yu},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Generalized Leverage Score Sampling for Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/7a22c0c0a4515485e31f95fd372050c9-Abstract.html},
timestamp = {Tue, 30 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeeSSWY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangPDLSA20,
author = {Yi Zhang and
Orestis Plevrakis and
Simon S. Du and
Xingguo Li and
Zhao Song and
Sanjeev Arora},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Over-parameterized Adversarial Training: An Analysis Overcoming the
Curse of Dimensionality},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/0740bb92e583cd2b88ec7c59f985cb41-Abstract.html},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangPDLSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/RubinsteinS20,
author = {Aviad Rubinstein and
Zhao Song},
editor = {Shuchi Chawla},
title = {Reducing approximate Longest Common Subsequence to approximate Edit
Distance},
booktitle = {Proceedings of the 2020 {ACM-SIAM} Symposium on Discrete Algorithms,
{SODA} 2020, Salt Lake City, UT, USA, January 5-8, 2020},
pages = {1591--1600},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611975994.98},
doi = {10.1137/1.9781611975994.98},
timestamp = {Thu, 15 Jul 2021 13:48:53 +0200},
biburl = {https://dblp.org/rec/conf/soda/RubinsteinS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/Chen0S20,
author = {Sitan Chen and
Jerry Li and
Zhao Song},
editor = {Konstantin Makarychev and
Yury Makarychev and
Madhur Tulsiani and
Gautam Kamath and
Julia Chuzhoy},
title = {Learning mixtures of linear regressions in subexponential time via
Fourier moments},
booktitle = {Proceedings of the 52nd Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2020, Chicago, IL, USA, June 22-26, 2020},
pages = {587--600},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3357713.3384333},
doi = {10.1145/3357713.3384333},
timestamp = {Mon, 18 Dec 2023 07:33:37 +0100},
biburl = {https://dblp.org/rec/conf/stoc/Chen0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/BrandLSS20,
author = {Jan van den Brand and
Yin Tat Lee and
Aaron Sidford and
Zhao Song},
editor = {Konstantin Makarychev and
Yury Makarychev and
Madhur Tulsiani and
Gautam Kamath and
Julia Chuzhoy},
title = {Solving tall dense linear programs in nearly linear time},
booktitle = {Proceedings of the 52nd Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2020, Chicago, IL, USA, June 22-26, 2020},
pages = {775--788},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3357713.3384309},
doi = {10.1145/3357713.3384309},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/stoc/BrandLSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/JiangLSW20,
author = {Haotian Jiang and
Yin Tat Lee and
Zhao Song and
Sam Chiu{-}wai Wong},
editor = {Konstantin Makarychev and
Yury Makarychev and
Madhur Tulsiani and
Gautam Kamath and
Julia Chuzhoy},
title = {An improved cutting plane method for convex optimization, convex-concave
games, and its applications},
booktitle = {Proceedings of the 52nd Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2020, Chicago, IL, USA, June 22-26, 2020},
pages = {944--953},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3357713.3384284},
doi = {10.1145/3357713.3384284},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/JiangLSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02304,
author = {Jan van den Brand and
Yin Tat Lee and
Aaron Sidford and
Zhao Song},
title = {Solving Tall Dense Linear Programs in Nearly Linear Time},
journal = {CoRR},
volume = {abs/2002.02304},
year = {2020},
url = {https://arxiv.org/abs/2002.02304},
eprinttype = {arXiv},
eprint = {2002.02304},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06668,
author = {Yi Zhang and
Orestis Plevrakis and
Simon S. Du and
Xingguo Li and
Zhao Song and
Sanjeev Arora},
title = {Over-parameterized Adversarial Training: An Analysis Overcoming the
Curse of Dimensionality},
journal = {CoRR},
volume = {abs/2002.06668},
year = {2020},
url = {https://arxiv.org/abs/2002.06668},
eprinttype = {arXiv},
eprint = {2002.06668},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08936,
author = {Weihao Kong and
Raghav Somani and
Zhao Song and
Sham M. Kakade and
Sewoong Oh},
title = {Meta-learning for mixed linear regression},
journal = {CoRR},
volume = {abs/2002.08936},
year = {2020},
url = {https://arxiv.org/abs/2002.08936},
eprinttype = {arXiv},
eprint = {2002.08936},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09812,
author = {Yingyu Liang and
Zhao Song and
Mengdi Wang and
Lin F. Yang and
Xin Yang},
title = {Sketching Transformed Matrices with Applications to Natural Language
Processing},
journal = {CoRR},
volume = {abs/2002.09812},
year = {2020},
url = {https://arxiv.org/abs/2002.09812},
eprinttype = {arXiv},
eprint = {2002.09812},
timestamp = {Mon, 29 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09812.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01876,
author = {Yangsibo Huang and
Yushan Su and
Sachin Ravi and
Zhao Song and
Sanjeev Arora and
Kai Li},
title = {Privacy-preserving Learning via Deep Net Pruning},
journal = {CoRR},
volume = {abs/2003.01876},
year = {2020},
url = {https://arxiv.org/abs/2003.01876},
eprinttype = {arXiv},
eprint = {2003.01876},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04250,
author = {Haotian Jiang and
Yin Tat Lee and
Zhao Song and
Sam Chiu{-}wai Wong},
title = {An Improved Cutting Plane Method for Convex Optimization, Convex-Concave
Games and its Applications},
journal = {CoRR},
volume = {abs/2004.04250},
year = {2020},
url = {https://arxiv.org/abs/2004.04250},
eprinttype = {arXiv},
eprint = {2004.04250},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-04250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07470,
author = {Shunhua Jiang and
Zhao Song and
Omri Weinstein and
Hengjie Zhang},
title = {Faster Dynamic Matrix Inverse for Faster LPs},
journal = {CoRR},
volume = {abs/2004.07470},
year = {2020},
url = {https://arxiv.org/abs/2004.07470},
eprinttype = {arXiv},
eprint = {2004.07470},
timestamp = {Sat, 05 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07470.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07986,
author = {Zhao Song and
David P. Woodruff and
Peilin Zhong},
title = {Average Case Column Subset Selection for Entrywise {\unicode{120001}}\({}_{\mbox{1}}\)-Norm
Loss},
journal = {CoRR},
volume = {abs/2004.07986},
year = {2020},
url = {https://arxiv.org/abs/2004.07986},
eprinttype = {arXiv},
eprint = {2004.07986},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-06156,
author = {Yaonan Jin and
Daogao Liu and
Zhao Song},
title = {A robust multi-dimensional sparse Fourier transform in the continuous
setting},
journal = {CoRR},
volume = {abs/2005.06156},
year = {2020},
url = {https://arxiv.org/abs/2005.06156},
eprinttype = {arXiv},
eprint = {2005.06156},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-06156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05975,
author = {Simon S. Du and
Wei Hu and
Zhiyuan Li and
Ruoqi Shen and
Zhao Song and
Jiajun Wu},
title = {When is Particle Filtering Efficient for {POMDP} Sequential Planning?},
journal = {CoRR},
volume = {abs/2006.05975},
year = {2020},
url = {https://arxiv.org/abs/2006.05975},
eprinttype = {arXiv},
eprint = {2006.05975},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11648,
author = {Jan van den Brand and
Binghui Peng and
Zhao Song and
Omri Weinstein},
title = {Training (Overparametrized) Neural Networks in Near-Linear Time},
journal = {CoRR},
volume = {abs/2006.11648},
year = {2020},
url = {https://arxiv.org/abs/2006.11648},
eprinttype = {arXiv},
eprint = {2006.11648},
timestamp = {Sat, 05 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09593,
author = {Zhao Song and
Ruizhe Zhang},
title = {Hyperbolic Polynomials {I} : Concentration and Discrepancy},
journal = {CoRR},
volume = {abs/2008.09593},
year = {2020},
url = {https://arxiv.org/abs/2008.09593},
eprinttype = {arXiv},
eprint = {2008.09593},
timestamp = {Sat, 05 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-01802,
author = {Jan van den Brand and
Yin Tat Lee and
Danupon Nanongkai and
Richard Peng and
Thatchaphol Saranurak and
Aaron Sidford and
Zhao Song and
Di Wang},
title = {Bipartite Matching in Nearly-linear Time on Moderately Dense Graphs},
journal = {CoRR},
volume = {abs/2009.01802},
year = {2020},
url = {https://arxiv.org/abs/2009.01802},
eprinttype = {arXiv},
eprint = {2009.01802},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-01802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-06106,
author = {S. Cliff Liu and
Zhao Song and
Hengjie Zhang and
Lichen Zhang and
Tianyi Zhou},
title = {Space-Efficient Interior Point Method, with applications to Linear
Programming and Maximum Weight Bipartite Matching},
journal = {CoRR},
volume = {abs/2009.06106},
year = {2020},
url = {https://arxiv.org/abs/2009.06106},
eprinttype = {arXiv},
eprint = {2009.06106},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-06106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-07268,
author = {Andr{\'{a}}s Gily{\'{e}}n and
Zhao Song and
Ewin Tang},
title = {An improved quantum-inspired algorithm for linear regression},
journal = {CoRR},
volume = {abs/2009.07268},
year = {2020},
url = {https://arxiv.org/abs/2009.07268},
eprinttype = {arXiv},
eprint = {2009.07268},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-07268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09829,
author = {Jason D. Lee and
Ruoqi Shen and
Zhao Song and
Mengdi Wang and
Zheng Yu},
title = {Generalized Leverage Score Sampling for Neural Networks},
journal = {CoRR},
volume = {abs/2009.09829},
year = {2020},
url = {https://arxiv.org/abs/2009.09829},
eprinttype = {arXiv},
eprint = {2009.09829},
timestamp = {Tue, 30 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-09829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-10217,
author = {Haotian Jiang and
Tarun Kathuria and
Yin Tat Lee and
Swati Padmanabhan and
Zhao Song},
title = {A Faster Interior Point Method for Semidefinite Programming},
journal = {CoRR},
volume = {abs/2009.10217},
year = {2020},
url = {https://arxiv.org/abs/2009.10217},
eprinttype = {arXiv},
eprint = {2009.10217},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-10217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02772,
author = {Yangsibo Huang and
Zhao Song and
Kai Li and
Sanjeev Arora},
title = {InstaHide: Instance-hiding Schemes for Private Distributed Learning},
journal = {CoRR},
volume = {abs/2010.02772},
year = {2020},
url = {https://arxiv.org/abs/2010.02772},
eprinttype = {arXiv},
eprint = {2010.02772},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06053,
author = {Yangsibo Huang and
Zhao Song and
Danqi Chen and
Kai Li and
Sanjeev Arora},
title = {TextHide: Tackling Data Privacy in Language Understanding Tasks},
journal = {CoRR},
volume = {abs/2010.06053},
year = {2020},
url = {https://arxiv.org/abs/2010.06053},
eprinttype = {arXiv},
eprint = {2010.06053},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11463,
author = {Xiaoxiao Li and
Yangsibo Huang and
Binghui Peng and
Zhao Song and
Kai Li},
title = {MixCon: Adjusting the Separability of Data Representations for Harder
Data Recovery},
journal = {CoRR},
volume = {abs/2010.11463},
year = {2020},
url = {https://arxiv.org/abs/2010.11463},
eprinttype = {arXiv},
eprint = {2010.11463},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-02466,
author = {Josh Alman and
Timothy Chu and
Aaron Schild and
Zhao Song},
title = {Algorithms and Hardness for Linear Algebra on Geometric Graphs},
journal = {CoRR},
volume = {abs/2011.02466},
year = {2020},
url = {https://arxiv.org/abs/2011.02466},
eprinttype = {arXiv},
eprint = {2011.02466},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-02466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-11181,
author = {Sitan Chen and
Zhao Song and
Danyang Zhuo},
title = {On InstaHide, Phase Retrieval, and Sparse Matrix Factorization},
journal = {CoRR},
volume = {abs/2011.11181},
year = {2020},
url = {https://arxiv.org/abs/2011.11181},
eprinttype = {arXiv},
eprint = {2011.11181},
timestamp = {Sat, 05 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-11181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-11877,
author = {Baihe Huang and
Zhao Song and
Runzhou Tao and
Ruizhe Zhang and
Danyang Zhuo},
title = {InstaHide's Sample Complexity When Mixing Two Private Images},
journal = {CoRR},
volume = {abs/2011.11877},
year = {2020},
url = {https://arxiv.org/abs/2011.11877},
eprinttype = {arXiv},
eprint = {2011.11877},
timestamp = {Wed, 22 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-11877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BalcanLSW019,
author = {Maria{-}Florina Balcan and
Yingyu Liang and
Zhao Song and
David P. Woodruff and
Hongyang Zhang},
title = {Non-Convex Matrix Completion and Related Problems via Strong Duality},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {102:1--102:56},
year = {2019},
url = {https://jmlr.org/papers/v20/17-611.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BalcanLSW019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LinSY19,
author = {Yibo Lin and
Zhao Song and
Lin F. Yang},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Towards a Theoretical Understanding of Hashing-Based Neural Nets},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {127--137},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/lin19a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LinSY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LeeSZ19,
author = {Yin Tat Lee and
Zhao Song and
Qiuyi Zhang},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Solving Empirical Risk Minimization in the Current Matrix Multiplication
Time},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {2140--2157},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/lee19a.html},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/LeeSZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/RubinsteinSSS19,
author = {Aviad Rubinstein and
Saeed Seddighin and
Zhao Song and
Xiaorui Sun},
editor = {David Zuckerman},
title = {Approximation Algorithms for {LCS} and {LIS} with Truly Improved Running
Times},
booktitle = {60th {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2019, Baltimore, Maryland, USA, November 9-12, 2019},
pages = {1121--1145},
publisher = {{IEEE} Computer Society},
year = {2019},
url = {https://doi.org/10.1109/FOCS.2019.00071},
doi = {10.1109/FOCS.2019.00071},
timestamp = {Tue, 08 Jul 2025 16:38:52 +0200},
biburl = {https://dblp.org/rec/conf/focs/RubinsteinSSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/NakosSW19,
author = {Vasileios Nakos and
Zhao Song and
Zhengyu Wang},
editor = {David Zuckerman},
title = {(Nearly) Sample-Optimal Sparse Fourier Transform in Any Dimension;
RIPless and Filterless},
booktitle = {60th {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2019, Baltimore, Maryland, USA, November 9-12, 2019},
pages = {1568--1577},
publisher = {{IEEE} Computer Society},
year = {2019},
url = {https://doi.org/10.1109/FOCS.2019.00092},
doi = {10.1109/FOCS.2019.00092},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/NakosSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangCSBDH19,
author = {Huan Zhang and
Hongge Chen and
Zhao Song and
Duane S. Boning and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {The Limitations of Adversarial Training and the Blind-Spot Attack},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=HylTBhA5tQ},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhangCSBDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Allen-ZhuLS19,
author = {Zeyuan Allen{-}Zhu and
Yuanzhi Li and
Zhao Song},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {A Convergence Theory for Deep Learning via Over-Parameterization},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {242--252},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/allen-zhu19a.html},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Allen-ZhuLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongWYZZ19,
author = {Zhao Song and
Ruosong Wang and
Lin F. Yang and
Hongyang Zhang and
Peilin Zhong},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Efficient Symmetric Norm Regression via Linear Sketching},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {828--838},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/7eacb532570ff6858afd2723755ff790-Abstract.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SongWYZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DiaoSWY19,
author = {Huaian Diao and
Zhao Song and
David P. Woodruff and
Xin Yang},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Total Least Squares Regression in Input Sparsity Time},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {2478--2489},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/540ae6b0f6ac6e155062f3dd4f0b2b01-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DiaoSWY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DiaoJSSW19,
author = {Huaian Diao and
Rajesh Jayaram and
Zhao Song and
Wen Sun and
David P. Woodruff},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Optimal Sketching for Kronecker Product Regression and Low Rank Approximation},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {4739--4750},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/0c215f194276000be6a6df6528067151-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DiaoJSSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongWZ19,
author = {Zhao Song and
David P. Woodruff and
Peilin Zhong},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Towards a Zero-One Law for Column Subset Selection},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {6120--6131},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/f24ad6f72d6cc4cb51464f2b29ab69d3-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongWZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Allen-ZhuLS19,
author = {Zeyuan Allen{-}Zhu and
Yuanzhi Li and
Zhao Song},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {On the Convergence Rate of Training Recurrent Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {6673--6685},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/0ee8b85a85a49346fdff9665312a5cc4-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Allen-ZhuLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongWZ19a,
author = {Zhao Song and
David P. Woodruff and
Peilin Zhong},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Average Case Column Subset Selection for Entrywise {\unicode{54465}}\({}_{\mbox{1}}\)-Norm
Loss},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {10111--10121},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/b32e8760418e68f23c811a1cfd6bda78-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SongWZ19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhongS0D19,
author = {Kai Zhong and
Zhao Song and
Prateek Jain and
Inderjit S. Dhillon},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Provable Non-linear Inductive Matrix Completion},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11435--11445},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/ce5193a069bea027a60e06c57a106eb6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhongS0D19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/SongWZ19,
author = {Zhao Song and
David P. Woodruff and
Peilin Zhong},
editor = {Timothy M. Chan},
title = {Relative Error Tensor Low Rank Approximation},
booktitle = {Proceedings of the Thirtieth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2019, San Diego, California, USA, January 6-9,
2019},
pages = {2772--2789},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975482.172},
doi = {10.1137/1.9781611975482.172},
timestamp = {Thu, 15 Jul 2021 13:49:01 +0200},
biburl = {https://dblp.org/rec/conf/soda/SongWZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/NakosS19,
author = {Vasileios Nakos and
Zhao Song},
editor = {Moses Charikar and
Edith Cohen},
title = {Stronger l\({}_{\mbox{2}}\)/l\({}_{\mbox{2}}\) compressed sensing;
without iterating},
booktitle = {Proceedings of the 51st Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2019, Phoenix, AZ, USA, June 23-26, 2019},
pages = {289--297},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3313276.3316355},
doi = {10.1145/3313276.3316355},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/NakosS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/CohenLS19,
author = {Michael B. Cohen and
Yin Tat Lee and
Zhao Song},
editor = {Moses Charikar and
Edith Cohen},
title = {Solving linear programs in the current matrix multiplication time},
booktitle = {Proceedings of the 51st Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2019, Phoenix, AZ, USA, June 23-26, 2019},
pages = {938--942},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3313276.3316303},
doi = {10.1145/3313276.3316303},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/CohenLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-04684,
author = {Huan Zhang and
Hongge Chen and
Zhao Song and
Duane S. Boning and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
title = {The Limitations of Adversarial Training and the Blind-Spot Attack},
journal = {CoRR},
volume = {abs/1901.04684},
year = {2019},
url = {http://arxiv.org/abs/1901.04684},
eprinttype = {arXiv},
eprint = {1901.04684},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-04684.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-06731,
author = {Rasmus Kyng and
Kyle Luh and
Zhao Song},
title = {Four Deviations Suffice for Rank 1 Matrices},
journal = {CoRR},
volume = {abs/1901.06731},
year = {2019},
url = {http://arxiv.org/abs/1901.06731},
eprinttype = {arXiv},
eprint = {1901.06731},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-06731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-02742,
author = {Vasileios Nakos and
Zhao Song},
title = {Stronger {L2/L2} Compressed Sensing; Without Iterating},
journal = {CoRR},
volume = {abs/1903.02742},
year = {2019},
url = {http://arxiv.org/abs/1903.02742},
eprinttype = {arXiv},
eprint = {1903.02742},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-02742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-05451,
author = {Aviad Rubinstein and
Zhao Song},
title = {Reducing approximate Longest Common Subsequence to approximate Edit
Distance},
journal = {CoRR},
volume = {abs/1904.05451},
year = {2019},
url = {http://arxiv.org/abs/1904.05451},
eprinttype = {arXiv},
eprint = {1904.05451},
timestamp = {Sat, 05 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-05451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00475,
author = {Zhao Song and
Wen Sun},
title = {Efficient Model-free Reinforcement Learning in Metric Spaces},
journal = {CoRR},
volume = {abs/1905.00475},
year = {2019},
url = {http://arxiv.org/abs/1905.00475},
eprinttype = {arXiv},
eprint = {1905.00475},
timestamp = {Sat, 05 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-00475.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04447,
author = {Yin Tat Lee and
Zhao Song and
Qiuyi Zhang},
title = {Solving Empirical Risk Minimization in the Current Matrix Multiplication
Time},
journal = {CoRR},
volume = {abs/1905.04447},
year = {2019},
url = {http://arxiv.org/abs/1905.04447},
eprinttype = {arXiv},
eprint = {1905.04447},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03593,
author = {Zhao Song and
Xin Yang},
title = {Quadratic Suffices for Over-parametrization via Matrix Chernoff Bound},
journal = {CoRR},
volume = {abs/1906.03593},
year = {2019},
url = {http://arxiv.org/abs/1906.03593},
eprinttype = {arXiv},
eprint = {1906.03593},
timestamp = {Sat, 05 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-11123,
author = {Vasileios Nakos and
Zhao Song and
Zhengyu Wang},
title = {(Nearly) Sample-Optimal Sparse Fourier Transform in Any Dimension;
RIPless and Filterless},
journal = {CoRR},
volume = {abs/1909.11123},
year = {2019},
url = {http://arxiv.org/abs/1909.11123},
eprinttype = {arXiv},
eprint = {1909.11123},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-11123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12441,
author = {Huaian Diao and
Zhao Song and
David P. Woodruff and
Xin Yang},
title = {Total Least Squares Regression in Input Sparsity Time},
journal = {CoRR},
volume = {abs/1909.12441},
year = {2019},
url = {http://arxiv.org/abs/1909.12441},
eprinttype = {arXiv},
eprint = {1909.12441},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13384,
author = {Huaian Diao and
Rajesh Jayaram and
Zhao Song and
Wen Sun and
David P. Woodruff},
title = {Optimal Sketching for Kronecker Product Regression and Low Rank Approximation},
journal = {CoRR},
volume = {abs/1909.13384},
year = {2019},
url = {http://arxiv.org/abs/1909.13384},
eprinttype = {arXiv},
eprint = {1909.13384},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13384.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01788,
author = {Zhao Song and
Ruosong Wang and
Lin F. Yang and
Hongyang Zhang and
Peilin Zhong},
title = {Efficient Symmetric Norm Regression via Linear Sketching},
journal = {CoRR},
volume = {abs/1910.01788},
year = {2019},
url = {http://arxiv.org/abs/1910.01788},
eprinttype = {arXiv},
eprint = {1910.01788},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-07629,
author = {Sitan Chen and
Jerry Li and
Zhao Song},
title = {Learning Mixtures of Linear Regressions in Subexponential Time via
Fourier Moments},
journal = {CoRR},
volume = {abs/1912.07629},
year = {2019},
url = {http://arxiv.org/abs/1912.07629},
eprinttype = {arXiv},
eprint = {1912.07629},
timestamp = {Sat, 05 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-07629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/BeregB0KMS18,
author = {Sergey Bereg and
Binay Bhattacharya and
Sandip Das and
Tsunehiko Kameda and
Priya Ranjan Sinha Mahapatra and
Zhao Song},
title = {Optimizing squares covering a set of points},
journal = {Theor. Comput. Sci.},
volume = {729},
pages = {68--83},
year = {2018},
url = {https://doi.org/10.1016/j.tcs.2015.11.029},
doi = {10.1016/J.TCS.2015.11.029},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcs/BeregB0KMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LiauSPY18,
author = {David Liau and
Zhao Song and
Eric Price and
Ger Yang},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Stochastic Multi-armed Bandits in Constant Space},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {386--394},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/liau18a.html},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LiauSPY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DiaoSSW18,
author = {Huaian Diao and
Zhao Song and
Wen Sun and
David P. Woodruff},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Sketching for Kronecker Product Regression and P-splines},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1299--1308},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/diao18a.html},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/DiaoSSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/KyngS18,
author = {Rasmus Kyng and
Zhao Song},
editor = {Mikkel Thorup},
title = {A Matrix Chernoff Bound for Strongly Rayleigh Distributions and Spectral
Sparsifiers from a few Random Spanning Trees},
booktitle = {59th {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2018, Paris, France, October 7-9, 2018},
pages = {373--384},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/FOCS.2018.00043},
doi = {10.1109/FOCS.2018.00043},
timestamp = {Tue, 08 Jul 2025 16:38:40 +0200},
biburl = {https://dblp.org/rec/conf/focs/KyngS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/AndoniSSWZ18,
author = {Alexandr Andoni and
Zhao Song and
Clifford Stein and
Zhengyu Wang and
Peilin Zhong},
editor = {Mikkel Thorup},
title = {Parallel Graph Connectivity in Log Diameter Rounds},
booktitle = {59th {IEEE} Annual Symposium on Foundations of Computer Science, {FOCS}
2018, Paris, France, October 7-9, 2018},
pages = {674--685},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/FOCS.2018.00070},
doi = {10.1109/FOCS.2018.00070},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/AndoniSSWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WengZCSHDBD18,
author = {Tsui{-}Wei Weng and
Huan Zhang and
Hongge Chen and
Zhao Song and
Cho{-}Jui Hsieh and
Luca Daniel and
Duane S. Boning and
Inderjit S. Dhillon},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Towards Fast Computation of Certified Robustness for ReLU Networks},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5273--5282},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/weng18a.html},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WengZCSHDBD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangLSD18,
author = {Jiong Zhang and
Yibo Lin and
Zhao Song and
Inderjit S. Dhillon},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Learning Long Term Dependencies via Fourier Recurrent Units},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5810--5818},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/zhang18h.html},
timestamp = {Fri, 07 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangLSD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/GargLSS18,
author = {Ankit Garg and
Yin Tat Lee and
Zhao Song and
Nikhil Srivastava},
editor = {Ilias Diakonikolas and
David Kempe and
Monika Henzinger},
title = {A matrix expander Chernoff bound},
booktitle = {Proceedings of the 50th Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2018, Los Angeles, CA, USA, June 25-29, 2018},
pages = {1102--1114},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3188745.3188890},
doi = {10.1145/3188745.3188890},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/GargLSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/HuSE18,
author = {Bo Hu and
Zhao Song and
Martin Ester},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Topic Modeling in Online Social Media, User Features and Social Networks
for},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_358},
doi = {10.1007/978-1-4939-7131-2\_358},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/reference/snam/HuSE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-00459,
author = {Zhao Song and
Lin F. Yang and
Peilin Zhong},
title = {Sensitivity Sampling Over Dynamic Geometric Data Streams with Applications
to k-Clustering},
journal = {CoRR},
volume = {abs/1802.00459},
year = {2018},
url = {http://arxiv.org/abs/1802.00459},
eprinttype = {arXiv},
eprint = {1802.00459},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-00459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06585,
author = {Jiong Zhang and
Yibo Lin and
Zhao Song and
Inderjit S. Dhillon},
title = {Learning Long Term Dependencies via Fourier Recurrent Units},
journal = {CoRR},
volume = {abs/1803.06585},
year = {2018},
url = {http://arxiv.org/abs/1803.06585},
eprinttype = {arXiv},
eprint = {1803.06585},
timestamp = {Fri, 07 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09699,
author = {Tsui{-}Wei Weng and
Huan Zhang and
Hongge Chen and
Zhao Song and
Cho{-}Jui Hsieh and
Duane S. Boning and
Inderjit S. Dhillon and
Luca Daniel},
title = {Towards Fast Computation of Certified Robustness for ReLU Networks},
journal = {CoRR},
volume = {abs/1804.09699},
year = {2018},
url = {http://arxiv.org/abs/1804.09699},
eprinttype = {arXiv},
eprint = {1804.09699},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-03055,
author = {Alexandr Andoni and
Clifford Stein and
Zhao Song and
Zhengyu Wang and
Peilin Zhong},
title = {Parallel Graph Connectivity in Log Diameter Rounds},
journal = {CoRR},
volume = {abs/1805.03055},
year = {2018},
url = {http://arxiv.org/abs/1805.03055},
eprinttype = {arXiv},
eprint = {1805.03055},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-03055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10477,
author = {Kai Zhong and
Zhao Song and
Prateek Jain and
Inderjit S. Dhillon},
title = {Nonlinear Inductive Matrix Completion based on One-layer Neural Networks},
journal = {CoRR},
volume = {abs/1805.10477},
year = {2018},
url = {http://arxiv.org/abs/1805.10477},
eprinttype = {arXiv},
eprint = {1805.10477},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07896,
author = {Michael B. Cohen and
Yin Tat Lee and
Zhao Song},
title = {Solving Linear Programs in the Current Matrix Multiplication Time},
journal = {CoRR},
volume = {abs/1810.07896},
year = {2018},
url = {http://arxiv.org/abs/1810.07896},
eprinttype = {arXiv},
eprint = {1810.07896},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-08345,
author = {Rasmus Kyng and
Zhao Song},
title = {A Matrix Chernoff Bound for Strongly Rayleigh Distributions and Spectral
Sparsifiers from a few Random Spanning Trees},
journal = {CoRR},
volume = {abs/1810.08345},
year = {2018},
url = {http://arxiv.org/abs/1810.08345},
eprinttype = {arXiv},
eprint = {1810.08345},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-08345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-12065,
author = {Zeyuan Allen{-}Zhu and
Yuanzhi Li and
Zhao Song},
title = {On the Convergence Rate of Training Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1810.12065},
year = {2018},
url = {http://arxiv.org/abs/1810.12065},
eprinttype = {arXiv},
eprint = {1810.12065},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-12065.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01442,
author = {Zhao Song and
David P. Woodruff and
Peilin Zhong},
title = {Towards a Zero-One Law for Entrywise Low Rank Approximation},
journal = {CoRR},
volume = {abs/1811.01442},
year = {2018},
url = {http://arxiv.org/abs/1811.01442},
eprinttype = {arXiv},
eprint = {1811.01442},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03962,
author = {Zeyuan Allen{-}Zhu and
Yuanzhi Li and
Zhao Song},
title = {A Convergence Theory for Deep Learning via Over-Parameterization},
journal = {CoRR},
volume = {abs/1811.03962},
year = {2018},
url = {http://arxiv.org/abs/1811.03962},
eprinttype = {arXiv},
eprint = {1811.03962},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03962.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-06243,
author = {Yin Tat Lee and
Zhao Song and
Santosh S. Vempala},
title = {Algorithmic Theory of ODEs and Sampling from Well-conditioned Logconcave
Densities},
journal = {CoRR},
volume = {abs/1812.06243},
year = {2018},
url = {http://arxiv.org/abs/1812.06243},
eprinttype = {arXiv},
eprint = {1812.06243},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-06243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-10244,
author = {Yibo Lin and
Zhao Song and
Lin F. Yang},
title = {Towards a Theoretical Understanding of Hashing-Based Neural Nets},
journal = {CoRR},
volume = {abs/1812.10244},
year = {2018},
url = {http://arxiv.org/abs/1812.10244},
eprinttype = {arXiv},
eprint = {1812.10244},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-10244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/SongWZ18,
author = {Zhao Song and
David P. Woodruff and
Peilin Zhong},
title = {Relative Error Tensor Low Rank Approximation},
journal = {Electron. Colloquium Comput. Complex.},
volume = {{TR18-103}},
year = {2018},
url = {https://eccc.weizmann.ac.il/report/2018/103},
eprinttype = {ECCC},
eprint = {TR18-103},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eccc/SongWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/PriceSW17,
author = {Eric Price and
Zhao Song and
David P. Woodruff},
editor = {Ioannis Chatzigiannakis and
Piotr Indyk and
Fabian Kuhn and
Anca Muscholl},
title = {Fast Regression with an {\textdollar}ell{\_}infty{\textdollar} Guarantee},
booktitle = {44th International Colloquium on Automata, Languages, and Programming,
{ICALP} 2017, July 10-14, 2017, Warsaw, Poland},
series = {LIPIcs},
volume = {80},
pages = {59:1--59:14},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2017},
url = {https://doi.org/10.4230/LIPIcs.ICALP.2017.59},
doi = {10.4230/LIPICS.ICALP.2017.59},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icalp/PriceSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhongS0BD17,
author = {Kai Zhong and
Zhao Song and
Prateek Jain and
Peter L. Bartlett and
Inderjit S. Dhillon},
editor = {Doina Precup and
Yee Whye Teh},
title = {Recovery Guarantees for One-hidden-layer Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4140--4149},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhong17a.html},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhongS0BD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/SongWZ17,
author = {Zhao Song and
David P. Woodruff and
Peilin Zhong},
editor = {Hamed Hatami and
Pierre McKenzie and
Valerie King},
title = {Low rank approximation with entrywise l\({}_{\mbox{1}}\)-norm error},
booktitle = {Proceedings of the 49th Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2017, Montreal, QC, Canada, June 19-23, 2017},
pages = {688--701},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3055399.3055431},
doi = {10.1145/3055399.3055431},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/SongWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SongWZ17,
author = {Zhao Song and
David P. Woodruff and
Peilin Zhong},
title = {Relative Error Tensor Low Rank Approximation},
journal = {CoRR},
volume = {abs/1704.08246},
year = {2017},
url = {http://arxiv.org/abs/1704.08246},
eprinttype = {arXiv},
eprint = {1704.08246},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SongWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PriceSW17,
author = {Eric Price and
Zhao Song and
David P. Woodruff},
title = {Fast Regression with an {\textdollar}{\textbackslash}ell{\_}{\textbackslash}infty{\textdollar}
Guarantee},
journal = {CoRR},
volume = {abs/1705.10723},
year = {2017},
url = {http://arxiv.org/abs/1705.10723},
eprinttype = {arXiv},
eprint = {1705.10723},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PriceSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhongS0BD17,
author = {Kai Zhong and
Zhao Song and
Prateek Jain and
Peter L. Bartlett and
Inderjit S. Dhillon},
title = {Recovery Guarantees for One-hidden-layer Neural Networks},
journal = {CoRR},
volume = {abs/1706.03175},
year = {2017},
url = {http://arxiv.org/abs/1706.03175},
eprinttype = {arXiv},
eprint = {1706.03175},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhongS0BD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-03440,
author = {Kai Zhong and
Zhao Song and
Inderjit S. Dhillon},
title = {Learning Non-overlapping Convolutional Neural Networks with Multiple
Kernels},
journal = {CoRR},
volume = {abs/1711.03440},
year = {2017},
url = {http://arxiv.org/abs/1711.03440},
eprinttype = {arXiv},
eprint = {1711.03440},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-03440.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09007,
author = {David Liau and
Eric Price and
Zhao Song and
Ger Yang},
title = {Stochastic Multi-armed Bandits in Constant Space},
journal = {CoRR},
volume = {abs/1712.09007},
year = {2017},
url = {http://arxiv.org/abs/1712.09007},
eprinttype = {arXiv},
eprint = {1712.09007},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-09007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09473,
author = {Huaian Diao and
Zhao Song and
Wen Sun and
David P. Woodruff},
title = {Sketching for Kronecker Product Regression and P-splines},
journal = {CoRR},
volume = {abs/1712.09473},
year = {2017},
url = {http://arxiv.org/abs/1712.09473},
eprinttype = {arXiv},
eprint = {1712.09473},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-09473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/RawatSDG16,
author = {Ankit Singh Rawat and
Zhao Song and
Alexandros G. Dimakis and
Anna G{\'{a}}l},
title = {Batch Codes Through Dense Graphs Without Short Cycles},
journal = {{IEEE} Trans. Inf. Theory},
volume = {62},
number = {4},
pages = {1592--1604},
year = {2016},
url = {https://doi.org/10.1109/TIT.2016.2524007},
doi = {10.1109/TIT.2016.2524007},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/RawatSDG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/ChenKPS16,
author = {Xue Chen and
Daniel M. Kane and
Eric Price and
Zhao Song},
editor = {Irit Dinur},
title = {Fourier-Sparse Interpolation without a Frequency Gap},
booktitle = {{IEEE} 57th Annual Symposium on Foundations of Computer Science, {FOCS}
2016, Hyatt Regency, New Brunswick, New Jersey, USA, October 9-11,
2016},
pages = {741--750},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/FOCS.2016.84},
doi = {10.1109/FOCS.2016.84},
timestamp = {Tue, 08 Jul 2025 16:38:14 +0200},
biburl = {https://dblp.org/rec/conf/focs/ChenKPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangS16,
author = {Ruohan Zhang and
Zhao Song},
editor = {Subbarao Kambhampati},
title = {Maximum Sustainable Yield Problem for Robot Foraging and Construction
System},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {2725--2731},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/387},
timestamp = {Sat, 05 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongWZ16,
author = {Zhao Song and
David P. Woodruff and
Huan Zhang},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Sublinear Time Orthogonal Tensor Decomposition},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {793--801},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/25ddc0f8c9d3e22e03d3076f98d83cb2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SongWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/RazenshteynSW16,
author = {Ilya P. Razenshteyn and
Zhao Song and
David P. Woodruff},
editor = {Daniel Wichs and
Yishay Mansour},
title = {Weighted low rank approximations with provable guarantees},
booktitle = {Proceedings of the 48th Annual {ACM} {SIGACT} Symposium on Theory
of Computing, {STOC} 2016, Cambridge, MA, USA, June 18-21, 2016},
pages = {250--263},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2897518.2897639},
doi = {10.1145/2897518.2897639},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/RazenshteynSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/swat/BanikBDKS16,
author = {Aritra Banik and
Binay K. Bhattacharya and
Sandip Das and
Tsunehiko Kameda and
Zhao Song},
editor = {Rasmus Pagh},
title = {The p-Center Problem in Tree Networks Revisited},
booktitle = {15th Scandinavian Symposium and Workshops on Algorithm Theory, {SWAT}
2016, June 22-24, 2016, Reykjavik, Iceland},
series = {LIPIcs},
volume = {53},
pages = {6:1--6:15},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2016},
url = {https://doi.org/10.4230/LIPIcs.SWAT.2016.6},
doi = {10.4230/LIPICS.SWAT.2016.6},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/swat/BanikBDKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BanikBDKS16,
author = {Aritra Banik and
Binay K. Bhattacharya and
Sandip Das and
Tsunehiko Kameda and
Zhao Song},
title = {The {\textdollar}p{\textdollar}-Center Problem in Tree Networks Revisited},
journal = {CoRR},
volume = {abs/1604.07535},
year = {2016},
url = {http://arxiv.org/abs/1604.07535},
eprinttype = {arXiv},
eprint = {1604.07535},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BanikBDKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PriceS16,
author = {Eric Price and
Zhao Song},
title = {A Robust Sparse Fourier Transform in the Continuous Setting},
journal = {CoRR},
volume = {abs/1609.00896},
year = {2016},
url = {http://arxiv.org/abs/1609.00896},
eprinttype = {arXiv},
eprint = {1609.00896},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PriceS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenKPS16,
author = {Xue Chen and
Daniel M. Kane and
Eric Price and
Zhao Song},
title = {Fourier-sparse interpolation without a frequency gap},
journal = {CoRR},
volume = {abs/1609.01361},
year = {2016},
url = {http://arxiv.org/abs/1609.01361},
eprinttype = {arXiv},
eprint = {1609.01361},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenKPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SongWZ16,
author = {Zhao Song and
David P. Woodruff and
Peilin Zhong},
title = {Low Rank Approximation with Entrywise {\(\mathscr{l}\)}\({}_{\mbox{1}}\)-Norm
Error},
journal = {CoRR},
volume = {abs/1611.00898},
year = {2016},
url = {http://arxiv.org/abs/1611.00898},
eprinttype = {arXiv},
eprint = {1611.00898},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SongWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dam/BhattacharyaKS15,
author = {Binay Bhattacharya and
Tsunehiko Kameda and
Zhao Song},
title = {Minmax regret 1-center algorithms for path/tree/unicycle/cactus networks},
journal = {Discret. Appl. Math.},
volume = {195},
pages = {18--30},
year = {2015},
url = {https://doi.org/10.1016/j.dam.2014.10.022},
doi = {10.1016/J.DAM.2014.10.022},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dam/BhattacharyaKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangSB15,
author = {Ruohan Zhang and
Zhao Song and
Dana H. Ballard},
editor = {Blai Bonet and
Sven Koenig},
title = {Global Policy Construction in Modular Reinforcement Learning},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {4226--4227},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9736},
doi = {10.1609/AAAI.V29I1.9736},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangSB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/WangLYSOC15,
author = {Ye Wang and
Meng Li and
Xinyang Yi and
Zhao Song and
Michael Orshansky and
Constantine Caramanis},
title = {Novel power grid reduction method based on {L1} regularization},
booktitle = {Proceedings of the 52nd Annual Design Automation Conference, San Francisco,
CA, USA, June 7-11, 2015},
pages = {93:1--93:6},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2744769.2744877},
doi = {10.1145/2744769.2744877},
timestamp = {Sat, 18 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dac/WangLYSOC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/PriceS15,
author = {Eric Price and
Zhao Song},
editor = {Venkatesan Guruswami},
title = {A Robust Sparse Fourier Transform in the Continuous Setting},
booktitle = {{IEEE} 56th Annual Symposium on Foundations of Computer Science, {FOCS}
2015, Berkeley, CA, USA, 17-20 October, 2015},
pages = {583--600},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/FOCS.2015.42},
doi = {10.1109/FOCS.2015.42},
timestamp = {Tue, 08 Jul 2025 16:38:00 +0200},
biburl = {https://dblp.org/rec/conf/focs/PriceS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/RawatSDG15,
author = {Ankit Singh Rawat and
Zhao Song and
Alexandros G. Dimakis and
Anna G{\'{a}}l},
title = {Batch codes through dense graphs without short cycles},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2015,
Hong Kong, China, June 14-19, 2015},
pages = {1477--1481},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISIT.2015.7282701},
doi = {10.1109/ISIT.2015.7282701},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isit/RawatSDG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithmica/BhattacharyaKS14,
author = {Binay K. Bhattacharya and
Tsunehiko Kameda and
Zhao Song},
title = {A Linear Time Algorithm for Computing Minmax Regret 1-Median on a
Tree Network},
journal = {Algorithmica},
volume = {70},
number = {1},
pages = {2--21},
year = {2014},
url = {https://doi.org/10.1007/s00453-013-9851-7},
doi = {10.1007/S00453-013-9851-7},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/algorithmica/BhattacharyaKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SongS14,
author = {Zhao Song and
Wen Sun},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Probabilistic recharging model in uncertain environments},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {1343--1344},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2617464},
timestamp = {Sat, 05 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/SongS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cocoa/BhattacharyaDKMS14,
author = {Binay K. Bhattacharya and
Sandip Das and
Tsunehiko Kameda and
Priya Ranjan Sinha Mahapatra and
Zhao Song},
editor = {Zhao Zhang and
Lidong Wu and
Wen Xu and
Ding{-}Zhu Du},
title = {Optimizing Squares Covering a Set of Points},
booktitle = {Combinatorial Optimization and Applications - 8th International Conference,
{COCOA} 2014, Wailea, Maui, HI, USA, December 19-21, 2014, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8881},
pages = {37--52},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12691-3\_4},
doi = {10.1007/978-3-319-12691-3\_4},
timestamp = {Wed, 07 Aug 2024 10:33:49 +0200},
biburl = {https://dblp.org/rec/conf/cocoa/BhattacharyaDKMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cocoon/BhattacharyaDKRSS14,
author = {Binay K. Bhattacharya and
Minati De and
Tsunehiko Kameda and
Sasanka Roy and
Vladyslav Sokol and
Zhao Song},
editor = {Zhipeng Cai and
Alex Zelikovsky and
Anu G. Bourgeois},
title = {Back-Up 2-Center on a Path/Tree/Cycle/Unicycle},
booktitle = {Computing and Combinatorics - 20th International Conference, {COCOON}
2014, Atlanta, GA, USA, August 4-6, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8591},
pages = {417--428},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-08783-2\_36},
doi = {10.1007/978-3-319-08783-2\_36},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cocoon/BhattacharyaDKRSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/latin/BhattacharyaKS14,
author = {Binay K. Bhattacharya and
Tsunehiko Kameda and
Zhao Song},
editor = {Alberto Pardo and
Alfredo Viola},
title = {Improved Minmax Regret 1-Center Algorithms for Cactus Networks with
c Cycles},
booktitle = {{LATIN} 2014: Theoretical Informatics - 11th Latin American Symposium,
Montevideo, Uruguay, March 31 - April 4, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8392},
pages = {330--341},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-642-54423-1\_29},
doi = {10.1007/978-3-642-54423-1\_29},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/latin/BhattacharyaKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/HuSE14,
author = {Bo Hu and
Zhao Song and
Martin Ester},
title = {Topic Modeling in Online Social Media, User Features, and Social Networks
for},
booktitle = {Encyclopedia of Social Network Analysis and Mining},
pages = {2178--2191},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-6170-8\_358},
doi = {10.1007/978-1-4614-6170-8\_358},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/reference/snam/HuSE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DimakisGRS14,
author = {Alexandros G. Dimakis and
Anna G{\'{a}}l and
Ankit Singh Rawat and
Zhao Song},
title = {Batch Codes through Dense Graphs without Short Cycles},
journal = {CoRR},
volume = {abs/1410.2920},
year = {2014},
url = {http://arxiv.org/abs/1410.2920},
eprinttype = {arXiv},
eprint = {1410.2920},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/DimakisGRS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/DimakisGRS14,
author = {Alexandros G. Dimakis and
Anna G{\'{a}}l and
Ankit Singh Rawat and
Zhao Song},
title = {Batch Codes through Dense Graphs without Short Cycles},
journal = {Electron. Colloquium Comput. Complex.},
volume = {{TR14-127}},
year = {2014},
url = {https://eccc.weizmann.ac.il/report/2014/127},
eprinttype = {ECCC},
eprint = {TR14-127},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eccc/DimakisGRS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SongZ13,
author = {Zhao Song and
Yuke Zhu},
editor = {Marie desJardins and
Michael L. Littman},
title = {Graphical Model-Based Learning in High Dimensional Feature Spaces},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {1641--1642},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8533},
doi = {10.1609/AAAI.V27I1.8533},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SongZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/SongV13,
author = {Zhao Song and
Richard T. Vaughan},
title = {Sustainable robot foraging: Adaptive fine-grained multi-robot task
allocation for maximum sustainable yield of biological resources},
booktitle = {2013 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2013, Tokyo, Japan, November 3-7, 2013},
pages = {3309--3316},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IROS.2013.6696827},
doi = {10.1109/IROS.2013.6696827},
timestamp = {Tue, 05 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/iros/SongV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/SongSV12,
author = {Zhao Song and
Seyed Abbas Sadat and
Richard T. Vaughan},
editor = {Wiebe van der Hoek and
Lin Padgham and
Vincent Conitzer and
Michael Winikoff},
title = {{MO-LOST:} adaptive ant trail untangling in multi-objective multi-colony
robot foraging},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems,
{AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
pages = {1199--1200},
publisher = {{IFAAMAS}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2343920},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aamas/SongSV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/HuSE12,
author = {Bo Hu and
Zhao Song and
Martin Ester},
title = {User Features and Social Networks for Topic Modeling in Online Social
Media},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012},
pages = {202--209},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ASONAM.2012.43},
doi = {10.1109/ASONAM.2012.43},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/HuSE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaac/BhattacharyaKS12,
author = {Binay K. Bhattacharya and
Tsunehiko Kameda and
Zhao Song},
editor = {Kun{-}Mao Chao and
Tsan{-}sheng Hsu and
Der{-}Tsai Lee},
title = {Computing Minmax Regret 1-Median on a Tree Network with Positive/Negative
Vertex Weights},
booktitle = {Algorithms and Computation - 23rd International Symposium, {ISAAC}
2012, Taipei, Taiwan, December 19-21, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7676},
pages = {588--597},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35261-4\_61},
doi = {10.1007/978-3-642-35261-4\_61},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isaac/BhattacharyaKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2025-11-16 00:35 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: