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Bo Li 0001
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Publications
- 2025
- [j217]Peng Ye
, Zhifeng Jiang
Feature Reconstruction Attacks and Countermeasures of DNN Training in Vertical Federated Learning. IEEE Trans. Dependable Secur. Comput. 22(3): 2659-2669 (2025) - [j216]Yuqing Li
FedPHE: A Secure and Efficient Federated Learning via Packed Homomorphic Encryption. IEEE Trans. Dependable Secur. Comput. 22(5): 5448-5463 (2025) - 2024
- [j201]Shijie Zhang
MorphDAG: A Workload-Aware Elastic DAG-Based Blockchain. IEEE Trans. Knowl. Data Eng. 36(10): 5249-5264 (2024) - [j196]Chen Chen
Synchronize Only the Immature Parameters: Communication-Efficient Federated Learning By Freezing Parameters Adaptively. IEEE Trans. Parallel Distributed Syst. 35(7): 1155-1173 (2024) - [c232]Bo Li, Wei Wang, Peng Ye:
Improved Bounds for Pure Private Agnostic Learning: Item-Level and User-Level Privacy. ICML 2024 - [c223]Bo Li, Wei Wang, Peng Ye:
The Limits of Differential Privacy in Online Learning. NeurIPS 2024 - [c221]Zhifeng Jiang, Peng Ye, Shiqi He, Wei Wang, Ruichuan Chen, Bo Li:
Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning. USENIX Security Symposium 2024 - [i35]Zhifeng Jiang, Peng Ye, Shiqi He, Wei Wang, Ruichuan Chen, Bo Li:
Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning. CoRR abs/2401.02880 (2024) - 2023
- [j195]Chen Chen
GIFT: Toward Accurate and Efficient Federated Learning With Gradient-Instructed Frequency Tuning. IEEE J. Sel. Areas Commun. 41(4): 902-914 (2023) - [j193]Zhifeng Jiang
Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies. IEEE Trans. Big Data 9(2): 437-454 (2023) - [j192]Chen Chen
Accelerating Distributed Learning in Non-Dedicated Environments. IEEE Trans. Cloud Comput. 11(1): 515-531 (2023) - [j191]Lin Zhang
Scalable K-FAC Training for Deep Neural Networks With Distributed Preconditioning. IEEE Trans. Cloud Comput. 11(3): 2365-2378 (2023) - [c217]Lin Zhang, Shaohuai Shi
DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining. ICDCS 2023: 142-153 - [i28]Lin Zhang, Shaohuai Shi, Xiaowen Chu, Wei Wang, Bo Li, Chengjian Liu:
Decoupling the All-Reduce Primitive for Accelerating Distributed Deep Learning. CoRR abs/2302.12445 (2023) - 2022
- [j177]Xiaowen Chu
Editorial: Advances in Mobile, Edge and Cloud Computing. Mob. Networks Appl. 27(1): 219-221 (2022) - [c202]Zhifeng Jiang
Pisces: efficient federated learning via guided asynchronous training. SoCC 2022: 370-385 - [i18]Zhifeng Jiang, Wei Wang, Baochun Li, Bo Li:
Pisces: Efficient Federated Learning via Guided Asynchronous Training. CoRR abs/2206.09264 (2022) - [i17]Lin Zhang, Shaohuai Shi, Wei Wang, Bo Li:
Scalable K-FAC Training for Deep Neural Networks with Distributed Preconditioning. CoRR abs/2206.15143 (2022) - [i15]Peng Ye, Zhifeng Jiang, Wei Wang, Bo Li, Baochun Li:
Feature Reconstruction Attacks and Countermeasures of DNN training in Vertical Federated Learning. CoRR abs/2210.06771 (2022) - 2021
- [j167]Shaohuai Shi, Zhenheng Tang, Xiaowen Chu
A Quantitative Survey of Communication Optimizations in Distributed Deep Learning. IEEE Netw. 35(3): 230-237 (2021) - [c193]Suyi Li, Luping Wang, Wei Wang, Yinghao Yu, Bo Li:
George: Learning to Place Long-Lived Containers in Large Clusters with Operation Constraints. SoCC 2021: 258-272 - [c192]Luping Wang, Lingyun Yang
Morphling: Fast, Near-Optimal Auto-Configuration for Cloud-Native Model Serving. SoCC 2021: 639-653 - [c190]Chen Chen, Hong Xu, Wei Wang, Baochun Li, Bo Li, Li Chen, Gong Zhang:
Communication-Efficient Federated Learning with Adaptive Parameter Freezing. ICDCS 2021: 1-11 - [c189]Minchen Yu, Zhifeng Jiang
Gillis: Serving Large Neural Networks in Serverless Functions with Automatic Model Partitioning. ICDCS 2021: 138-148 - 2020
- [c182]Chen Chen, Qizhen Weng
Semi-dynamic load balancing: efficient distributed learning in non-dedicated environments. SoCC 2020: 431-446 - [c177]Luping Wang, Qizhen Weng
Metis: learning to schedule long-running applications in shared container clusters at scale. SC 2020: 68 - [e1]Xiaowen Chu, Hongbo Jiang, Bo Li, Dan Wang, Wei Wang:
Quality, Reliability, Security and Robustness in Heterogeneous Systems - 15th EAI International Conference, QShine 2019, Shenzhen, China, November 22-23, 2019, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 300, Springer 2020, ISBN 978-3-030-38818-8 [contents] - [i10]Zhenheng Tang, Shaohuai Shi, Xiaowen Chu, Wei Wang, Bo Li:
Communication-Efficient Distributed Deep Learning: A Comprehensive Survey. CoRR abs/2003.06307 (2020) - [i9]Shaohuai Shi, Zhenheng Tang, Xiaowen Chu, Chengjian Liu, Wei Wang, Bo Li:
Communication-Efficient Distributed Deep Learning: Survey, Evaluation, and Challenges. CoRR abs/2005.13247 (2020) - 2019
- [c176]Luping Wang, Wei Wang, Bo Li:
CMFL: Mitigating Communication Overhead for Federated Learning. ICDCS 2019: 954-964 - [c173]Chen Chen, Wei Wang, Bo Li:
Round-Robin Synchronization: Mitigating Communication Bottlenecks in Parameter Servers. INFOCOM 2019: 532-540 - 2018
- [c172]Chen Chen, Qizhen Weng
Fast Distributed Deep Learning via Worker-adaptive Batch Sizing. SoCC 2018: 521 - [c171]Yuechen Tao, Jingjie Jiang, Shiyao Ma, Luping Wang, Wei Wang
Unraveling the RTT-fairness Problem for BBR: A Queueing Model. GLOBECOM 2018: 1-6 - [c169]Chen Chen, Wei Wang
Performance-Aware Fair Scheduling: Exploiting Demand Elasticity of Data Analytics Jobs. INFOCOM 2018: 504-512 - [c168]Luping Wang, Wei Wang
Utopia: Near-optimal Coflow Scheduling with Isolation Guarantee. INFOCOM 2018: 891-899 - [i5]Chen Chen, Qizhen Weng, Wei Wang, Baochun Li, Bo Li:
Fast Distributed Deep Learning via Worker-adaptive Batch Sizing. CoRR abs/1806.02508 (2018) - 2017
- [c166]Luping Wang, Wei Wang, Bo Li:
Towards Online Checkpointing Mechanism for Cloud Transient Servers. GLOBECOM 2017: 1-6 - [c161]Chen Chen, Wei Wang
Speculative Slot Reservation: Enforcing Service Isolation for Dependent Data-Parallel Computations. ICDCS 2017: 549-559 - [c159]Chen Chen, Wei Wang
Cluster fair queueing: Speeding up data-parallel jobs with delay guarantees. INFOCOM 2017: 1-9 - [c157]Wei Wang
Coflex: Navigating the fairness-efficiency tradeoff for coflow scheduling. INFOCOM 2017: 1-9 - [i2]Shiyao Ma, Jingjie Jiang, Wei Wang, Bo Li:
Towards RTT Fairness of Congestion-Based Congestion Control. CoRR abs/1706.09115 (2017)
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last updated on 2025-11-14 22:39 CET by the dblp team
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