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BibTeX records: Tianxin Wei
@inproceedings{DBLP:conf/acl/HeBZWCH25,
author = {Xinrui He and
Yikun Ban and
Jiaru Zou and
Tianxin Wei and
Curtiss B. Cook and
Jingrui He},
title = {LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts
for Data Imputation},
booktitle = {{ACL} (Findings)},
pages = {6921--6936},
publisher = {Association for Computational Linguistics},
year = {2025}
}
@inproceedings{DBLP:conf/acl/0002AAWT25,
author = {Zhining Liu and
Rana Ali Amjad and
Ravinarayana Adkathimar and
Tianxin Wei and
Hanghang Tong},
title = {SelfElicit: Your Language Model Secretly Knows Where is the Relevant
Evidence},
booktitle = {{ACL} {(1)}},
pages = {9153--9173},
publisher = {Association for Computational Linguistics},
year = {2025}
}
@inproceedings{DBLP:conf/kdd/AiW00ZVRTTH25,
author = {Mengting Ai and
Tianxin Wei and
Yifan Chen and
Zhichen Zeng and
Ritchie Zhao and
Girish Varatkar and
Bita Darvish Rouhani and
Xianfeng Tang and
Hanghang Tong and
Jingrui He},
title = {ResMoE: Space-efficient Compression of Mixture of Experts LLMs via
Residual Restoration},
booktitle = {{KDD} {(1)}},
pages = {1--12},
publisher = {{ACM}},
year = {2025}
}
@inproceedings{DBLP:conf/kdd/Wei0HBH25,
author = {Tianxin Wei and
Yifan Chen and
Xinrui He and
Wenxuan Bao and
Jingrui He},
title = {Connecting Domains and Contrasting Samples: {A} Ladder for Domain
Generalization},
booktitle = {{KDD} {(1)}},
pages = {1563--1574},
publisher = {{ACM}},
year = {2025}
}
@inproceedings{DBLP:conf/uai/NingXWL25,
author = {Xuying Ning and
Wujiang Xu and
Tianxin Wei and
Xiaolei Liu},
title = {i\({}^{\mbox{2}}\)VAE: Interest Information Augmentation with Variational
Regularizers for Cross-Domain Sequential Recommendation},
booktitle = {{UAI}},
series = {Proceedings of Machine Learning Research},
volume = {286},
pages = {3235--3251},
publisher = {{PMLR}},
year = {2025}
}
@article{DBLP:journals/corr/abs-2502-08767,
author = {Zhining Liu and
Rana Ali Amjad and
Ravinarayana Adkathimar and
Tianxin Wei and
Hanghang Tong},
title = {SelfElicit: Your Language Model Secretly Knows Where is the Relevant
Evidence},
journal = {CoRR},
volume = {abs/2502.08767},
year = {2025}
}
@article{DBLP:journals/corr/abs-2503-06881,
author = {Mengting Ai and
Tianxin Wei and
Yifan Chen and
Zhichen Zeng and
Ritchie Zhao and
Girish Varatkar and
Bita Darvish Rouhani and
Xianfeng Tang and
Hanghang Tong and
Jingrui He},
title = {ResMoE: Space-efficient Compression of Mixture of Experts LLMs via
Residual Restoration},
journal = {CoRR},
volume = {abs/2503.06881},
year = {2025}
}
@article{DBLP:journals/corr/abs-2504-04283,
author = {Xiao Lin and
Zhichen Zeng and
Tianxin Wei and
Zhining Liu and
Yuzhong Chen and
Hanghang Tong},
title = {{CATS:} Mitigating Correlation Shift for Multivariate Time Series
Classification},
journal = {CoRR},
volume = {abs/2504.04283},
year = {2025}
}
@article{DBLP:journals/corr/abs-2505-12709,
author = {Zhichen Zeng and
Ruizhong Qiu and
Wenxuan Bao and
Tianxin Wei and
Xiao Lin and
Yuchen Yan and
Tarek F. Abdelzaher and
Jiawei Han and
Hanghang Tong},
title = {Pave Your Own Path: Graph Gradual Domain Adaptation on Fused Gromov-Wasserstein
Geodesics},
journal = {CoRR},
volume = {abs/2505.12709},
year = {2025}
}
@article{DBLP:journals/corr/abs-2505-17451,
author = {Zhining Liu and
Zihao Li and
Ze Yang and
Tianxin Wei and
Jian Kang and
Yada Zhu and
Hendrik F. Hamann and
Jingrui He and
Hanghang Tong},
title = {{CLIMB:} Class-imbalanced Learning Benchmark on Tabular Data},
journal = {CoRR},
volume = {abs/2505.17451},
year = {2025}
}
@article{DBLP:journals/corr/abs-2505-18442,
author = {Zhining Liu and
Ze Yang and
Xiao Lin and
Ruizhong Qiu and
Tianxin Wei and
Yada Zhu and
Hendrik F. Hamann and
Jingrui He and
Hanghang Tong},
title = {Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting},
journal = {CoRR},
volume = {abs/2505.18442},
year = {2025}
}
@article{DBLP:journals/corr/abs-2506-06444,
author = {Ruizhong Qiu and
Gaotang Li and
Tianxin Wei and
Jingrui He and
Hanghang Tong},
title = {Saffron-1: Towards an Inference Scaling Paradigm for {LLM} Safety
Assurance},
journal = {CoRR},
volume = {abs/2506.06444},
year = {2025}
}
@article{DBLP:journals/corr/abs-2507-17731,
author = {Zihao Li and
Zhichen Zeng and
Xiao Lin and
Feihao Fang and
Yanru Qu and
Zhe Xu and
Zhining Liu and
Xuying Ning and
Tianxin Wei and
Ge Liu and
Hanghang Tong and
Jingrui He},
title = {Flow Matching Meets Biology and Life Science: {A} Survey},
journal = {CoRR},
volume = {abs/2507.17731},
year = {2025}
}
@article{DBLP:journals/corr/abs-2507-21494,
author = {Wenxuan Bao and
Ruxi Deng and
Ruizhong Qiu and
Tianxin Wei and
Hanghang Tong and
Jingrui He},
title = {Latte: Collaborative Test-Time Adaptation of Vision-Language Models
in Federated Learning},
journal = {CoRR},
volume = {abs/2507.21494},
year = {2025}
}
@article{DBLP:journals/corr/abs-2509-14230,
author = {Mengting Ai and
Tianxin Wei and
Sirui Chen and
Jingrui He},
title = {{NIRVANA:} Structured pruning reimagined for large language models
compression},
journal = {CoRR},
volume = {abs/2509.14230},
year = {2025}
}
@article{DBLP:journals/corr/abs-2510-10432,
author = {Zhichen Zeng and
Mengyue Hang and
Xiaolong Liu and
Xiaoyi Liu and
Xiao Lin and
Ruizhong Qiu and
Tianxin Wei and
Zhining Liu and
Siyang Yuan and
Chaofei Yang and
Yiqun Liu and
Hang Yin and
Jiyan Yang and
Hanghang Tong},
title = {Hierarchical LoRA MoE for Efficient {CTR} Model Scaling},
journal = {CoRR},
volume = {abs/2510.10432},
year = {2025}
}
@article{DBLP:journals/corr/abs-2510-13855,
author = {Zhichen Zeng and
Qi Yu and
Xiao Lin and
Ruizhong Qiu and
Xuying Ning and
Tianxin Wei and
Yuchen Yan and
Jingrui He and
Hanghang Tong},
title = {Harnessing Consistency for Robust Test-Time {LLM} Ensemble},
journal = {CoRR},
volume = {abs/2510.13855},
year = {2025}
}
@article{DBLP:journals/corr/abs-2510-16704,
author = {Tianxin Wei and
Yifan Chen and
Xinrui He and
Wenxuan Bao and
Jingrui He},
title = {Connecting Domains and Contrasting Samples: {A} Ladder for Domain
Generalization},
journal = {CoRR},
volume = {abs/2510.16704},
year = {2025}
}
@article{DBLP:journals/corr/abs-2510-16990,
author = {Xuying Ning and
Dongqi Fu and
Tianxin Wei and
Wujiang Xu and
Jingrui He},
title = {Graph4MM: Weaving Multimodal Learning with Structural Information},
journal = {CoRR},
volume = {abs/2510.16990},
year = {2025}
}
@article{DBLP:journals/corr/abs-2510-17771,
author = {Zhining Liu and
Ziyi Chen and
Hui Liu and
Chen Luo and
Xianfeng Tang and
Suhang Wang and
Joy Zeng and
Zhenwei Dai and
Zhan Shi and
Tianxin Wei and
Beno{\^{\i}}t Dumoulin and
Hanghang Tong},
title = {Seeing but Not Believing: Probing the Disconnect Between Visual Attention
and Answer Correctness in VLMs},
journal = {CoRR},
volume = {abs/2510.17771},
year = {2025}
}
@inproceedings{DBLP:conf/aaai/ZhuangWLQSY24,
author = {Zhuang Zhuang and
Tianxin Wei and
Lingbo Liu and
Heng Qi and
Yanming Shen and
Baocai Yin},
title = {{TAU:} Trajectory Data Augmentation with Uncertainty for Next {POI}
Recommendation},
booktitle = {{AAAI}},
pages = {22565--22573},
publisher = {{AAAI} Press},
year = {2024}
}
@inproceedings{DBLP:conf/iclr/WeiJ0ZWSYLWHT24,
author = {Tianxin Wei and
Bowen Jin and
Ruirui Li and
Hansi Zeng and
Zhengyang Wang and
Jianhui Sun and
Qingyu Yin and
Hanqing Lu and
Suhang Wang and
Jingrui He and
Xianfeng Tang},
title = {Towards Unified Multi-Modal Personalization: Large Vision-Language
Models for Generative Recommendation and Beyond},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2024}
}
@inproceedings{DBLP:conf/icml/JinZ0CW0W0LLW0T24,
author = {Bowen Jin and
Hansi Zeng and
Guoyin Wang and
Xiusi Chen and
Tianxin Wei and
Ruirui Li and
Zhengyang Wang and
Zheng Li and
Yang Li and
Hanqing Lu and
Suhang Wang and
Jiawei Han and
Xianfeng Tang},
title = {Language Models as Semantic Indexers},
booktitle = {{ICML}},
publisher = {OpenReview.net},
year = {2024}
}
@inproceedings{DBLP:conf/icml/ZengQ00YW0HT24,
author = {Zhichen Zeng and
Ruizhong Qiu and
Zhe Xu and
Zhining Liu and
Yuchen Yan and
Tianxin Wei and
Lei Ying and
Jingrui He and
Hanghang Tong},
title = {Graph Mixup on Approximate Gromov-Wasserstein Geodesics},
booktitle = {{ICML}},
publisher = {OpenReview.net},
year = {2024}
}
@inproceedings{DBLP:conf/kdd/BanQWLH24,
author = {Yikun Ban and
Yunzhe Qi and
Tianxin Wei and
Lihui Liu and
Jingrui He},
title = {Meta Clustering of Neural Bandits},
booktitle = {{KDD}},
pages = {95--106},
publisher = {{ACM}},
year = {2024}
}
@inproceedings{DBLP:conf/www/Zeng0JSWZ24,
author = {Hansi Zeng and
Chen Luo and
Bowen Jin and
Sheikh Muhammad Sarwar and
Tianxin Wei and
Hamed Zamani},
title = {Scalable and Effective Generative Information Retrieval},
booktitle = {{WWW}},
pages = {1441--1452},
publisher = {{ACM}},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-10667,
author = {Tianxin Wei and
Bowen Jin and
Ruirui Li and
Hansi Zeng and
Zhengyang Wang and
Jianhui Sun and
Qingyu Yin and
Hanqing Lu and
Suhang Wang and
Jingrui He and
Xianfeng Tang},
title = {Towards Unified Multi-Modal Personalization: Large Vision-Language
Models for Generative Recommendation and Beyond},
journal = {CoRR},
volume = {abs/2403.10667},
year = {2024}
}
@article{DBLP:journals/corr/abs-2408-05586,
author = {Yikun Ban and
Yunzhe Qi and
Tianxin Wei and
Lihui Liu and
Jingrui He},
title = {Meta Clustering of Neural Bandits},
journal = {CoRR},
volume = {abs/2408.05586},
year = {2024}
}
@article{DBLP:journals/corr/abs-2410-06467,
author = {Lingjie Chen and
Ruizhong Qiu and
Siyu Yuan and
Zhining Liu and
Tianxin Wei and
Hyunsik Yoo and
Zhichen Zeng and
Deqing Yang and
Hanghang Tong},
title = {{WAPITI:} {A} Watermark for Finetuned Open-Source LLMs},
journal = {CoRR},
volume = {abs/2410.06467},
year = {2024}
}
@article{DBLP:journals/corr/abs-2410-11235,
author = {Jiacheng Lin and
Kun Qian and
Haoyu Han and
Nurendra Choudhary and
Tianxin Wei and
Zhongruo Wang and
Sahika Genc and
Edward W. Huang and
Sheng Wang and
Karthik Subbian and
Danai Koutra and
Jimeng Sun},
title = {Unleashing the Power of LLMs as Multi-Modal Encoders for Text and
Graph-Structured Data},
journal = {CoRR},
volume = {abs/2410.11235},
year = {2024}
}
@article{DBLP:journals/corr/abs-2410-21520,
author = {Xinrui He and
Yikun Ban and
Jiaru Zou and
Tianxin Wei and
Curtiss B. Cook and
Jingrui He},
title = {LLM-Forest for Health Tabular Data Imputation},
journal = {CoRR},
volume = {abs/2410.21520},
year = {2024}
}
@article{DBLP:journals/corr/abs-2412-21151,
author = {Lecheng Zheng and
Baoyu Jing and
Zihao Li and
Zhichen Zeng and
Tianxin Wei and
Mengting Ai and
Xinrui He and
Lihui Liu and
Dongqi Fu and
Jiaxuan You and
Hanghang Tong and
Jingrui He},
title = {PyG-SSL: {A} Graph Self-Supervised Learning Toolkit},
journal = {CoRR},
volume = {abs/2412.21151},
year = {2024}
}
@article{DBLP:journals/debu/HanYZHWHC00W23,
author = {Yan Han and
Yuning You and
Wenqing Zheng and
Scott Hoang and
Tianxin Wei and
Majdi Hassan and
Tianlong Chen and
Ying Ding and
Yang Shen and
Zhangyang Wang},
title = {Graph Contrastive Learning: An Odyssey towards Generalizable, Scalable
and Principled Representation Learning on Graphs},
journal = {{IEEE} Data Eng. Bull.},
volume = {47},
number = {2},
pages = {80--95},
year = {2023}
}
@inproceedings{DBLP:conf/cikm/HeWH23,
author = {Xinrui He and
Tianxin Wei and
Jingrui He},
title = {Robust Basket Recommendation via Noise-tolerated Graph Contrastive
Learning},
booktitle = {{CIKM}},
pages = {709--719},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/icml/WeiGCH23,
author = {Tianxin Wei and
Zeming Guo and
Yifan Chen and
Jingrui He},
title = {NTK-approximating {MLP} Fusion for Efficient Language Model Fine-tuning},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {36821--36838},
publisher = {{PMLR}},
year = {2023}
}
@inproceedings{DBLP:conf/nips/BaoWWH23,
author = {Wenxuan Bao and
Tianxin Wei and
Haohan Wang and
Jingrui He},
title = {Adaptive Test-Time Personalization for Federated Learning},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/QiBWZYH23,
author = {Yunzhe Qi and
Yikun Ban and
Tianxin Wei and
Jiaru Zou and
Huaxiu Yao and
Jingrui He},
title = {Meta-Learning with Neural Bandit Scheduler},
booktitle = {NeurIPS},
year = {2023}
}
@article{DBLP:journals/corr/abs-2307-08941,
author = {Tianxin Wei and
Zeming Guo and
Yifan Chen and
Jingrui He},
title = {NTK-approximating {MLP} Fusion for Efficient Language Model Fine-tuning},
journal = {CoRR},
volume = {abs/2307.08941},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-07815,
author = {Bowen Jin and
Hansi Zeng and
Guoyin Wang and
Xiusi Chen and
Tianxin Wei and
Ruirui Li and
Zhengyang Wang and
Zheng Li and
Yang Li and
Hanqing Lu and
Suhang Wang and
Jiawei Han and
Xianfeng Tang},
title = {Language Models As Semantic Indexers},
journal = {CoRR},
volume = {abs/2310.07815},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-18816,
author = {Wenxuan Bao and
Tianxin Wei and
Haohan Wang and
Jingrui He},
title = {Adaptive Test-Time Personalization for Federated Learning},
journal = {CoRR},
volume = {abs/2310.18816},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-09134,
author = {Hansi Zeng and
Chen Luo and
Bowen Jin and
Sheikh Muhammad Sarwar and
Tianxin Wei and
Hamed Zamani},
title = {Scalable and Effective Generative Information Retrieval},
journal = {CoRR},
volume = {abs/2311.09134},
year = {2023}
}
@article{DBLP:journals/corr/abs-2311-16334,
author = {Xinrui He and
Tianxin Wei and
Jingrui He},
title = {Robust Basket Recommendation via Noise-tolerated Graph Contrastive
Learning},
journal = {CoRR},
volume = {abs/2311.16334},
year = {2023}
}
@inproceedings{DBLP:conf/kdd/WeiH22,
author = {Tianxin Wei and
Jingrui He},
title = {Comprehensive Fair Meta-learned Recommender System},
booktitle = {{KDD}},
pages = {1989--1999},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/nips/WeiYCSHW22,
author = {Tianxin Wei and
Yuning You and
Tianlong Chen and
Yang Shen and
Jingrui He and
Zhangyang Wang},
title = {Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative},
booktitle = {NeurIPS},
year = {2022}
}
@article{DBLP:journals/corr/abs-2201-13395,
author = {Yikun Ban and
Yunzhe Qi and
Tianxin Wei and
Jingrui He},
title = {Neural Collaborative Filtering Bandits via Meta Learning},
journal = {CoRR},
volume = {abs/2201.13395},
year = {2022}
}
@article{DBLP:journals/corr/abs-2206-04789,
author = {Tianxin Wei and
Jingrui He},
title = {Comprehensive Fair Meta-learned Recommender System},
journal = {CoRR},
volume = {abs/2206.04789},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-03801,
author = {Tianxin Wei and
Yuning You and
Tianlong Chen and
Yang Shen and
Jingrui He and
Zhangyang Wang},
title = {Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative},
journal = {CoRR},
volume = {abs/2210.03801},
year = {2022}
}
@inproceedings{DBLP:conf/dasfaa/WangWLC21,
author = {Yijun Wang and
Tianxin Wei and
Qi Liu and
Enhong Chen},
title = {Unpaired Multimodal Neural Machine Translation via Reinforcement Learning},
booktitle = {{DASFAA} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {12682},
pages = {168--185},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/kdd/WeiFCWYH21,
author = {Tianxin Wei and
Fuli Feng and
Jiawei Chen and
Ziwei Wu and
Jinfeng Yi and
Xiangnan He},
title = {Model-Agnostic Counterfactual Reasoning for Eliminating Popularity
Bias in Recommender System},
booktitle = {{KDD}},
pages = {1791--1800},
publisher = {{ACM}},
year = {2021}
}
@inproceedings{DBLP:conf/sigir/ZhangF0WSL021,
author = {Yang Zhang and
Fuli Feng and
Xiangnan He and
Tianxin Wei and
Chonggang Song and
Guohui Ling and
Yongdong Zhang},
title = {Causal Intervention for Leveraging Popularity Bias in Recommendation},
booktitle = {{SIGIR}},
pages = {11--20},
publisher = {{ACM}},
year = {2021}
}
@article{DBLP:journals/corr/abs-2105-06067,
author = {Yang Zhang and
Fuli Feng and
Xiangnan He and
Tianxin Wei and
Chonggang Song and
Guohui Ling and
Yongdong Zhang},
title = {Causal Intervention for Leveraging Popularity Bias in Recommendation},
journal = {CoRR},
volume = {abs/2105.06067},
year = {2021}
}
@inproceedings{DBLP:conf/icdm/WeiWLHF0S020,
author = {Tianxin Wei and
Ziwei Wu and
Ruirui Li and
Ziniu Hu and
Fuli Feng and
Xiangnan He and
Yizhou Sun and
Wei Wang},
title = {Fast Adaptation for Cold-start Collaborative Filtering with Meta-learning},
booktitle = {{ICDM}},
pages = {661--670},
publisher = {{IEEE}},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-15363,
author = {Tianxin Wei and
Fuli Feng and
Jiawei Chen and
Chufeng Shi and
Ziwei Wu and
Jinfeng Yi and
Xiangnan He},
title = {Model-Agnostic Counterfactual Reasoning for Eliminating Popularity
Bias in Recommender System},
journal = {CoRR},
volume = {abs/2010.15363},
year = {2020}
}
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