Baochun Li

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 187

Top Venues

INFOCOM

CoRR

IEEE Trans. Parallel Distributed Syst.

ICDCS

Publications

Sijia Chen, Baochun Li, Di Niu
Boosting of Thoughts: Trial-and-Error Problem Solving with Large Language Models. ICLR (2024)
Yuechen Tao, Bo Li, Baochun Li
On Atomicity and Confidentiality Across Blockchains Under Failures. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Tianhang Zheng, Baochun Li
FedReview: A Review Mechanism for Rejecting Poisoned Updates in Federated Learning. CoRR (2024)
Salma Emara, Daniel Liu, Fei Wang, Baochun Li
Cascade: Enhancing Reinforcement Learning with Curriculum Federated Learning and Interference Avoidance - A Case Study in Adaptive Bitrate Selection. INFOCOM (Workshops) (2024)
Fei Wang, Baochun Li, Bo Li
Federated Unlearning and Its Privacy Threats. IEEE Netw. 38 (2) (2024)
Ningxin Su, Baochun Li
MLOps in the Metaverse: Human-Centric Continuous Integration. IEEE J. Sel. Areas Commun. 42 (3) (2024)
Feng Cheng, Jiang Xiao, Cunyang Liu, Shijie Zhang, Yifan Zhou, Bo Li, Baochun Li, Hai Jin
SharDAG: Scaling DAG-Based Blockchains Via Adaptive Sharding. ICDE (2024)
Hengyuan Xu, Liyao Xiang, Xingjun Ma, Borui Yang, Baochun Li
Hufu: A Modality-Agnositc Watermarking System for Pre-Trained Transformers via Permutation Equivariance. CoRR (2024)
Yufei Kang, Baochun Li
Polaris: Accelerating Asynchronous Federated Learning With Client Selection. IEEE Trans. Cloud Comput. 12 (2) (2024)
Qikai Lu, Di Niu, Mohammadamin Samadi Khoshkho, Baochun Li
HyperFLoRA: Federated Learning with Instantaneous Personalization. SDM (2024)
Chen Chen, Hong Xu, Wei Wang, Baochun Li, Bo Li, Li Chen, Gong Zhang
Synchronize Only the Immature Parameters: Communication-Efficient Federated Learning By Freezing Parameters Adaptively. IEEE Trans. Parallel Distributed Syst. 35 (7) (2024)
Dixi Yao, Baochun Li
PerFedRLNAS: One-for-All Personalized Federated Neural Architecture Search. AAAI (2024)
Wanyu Lin, Baochun Li
Status-Aware Signed Heterogeneous Network Embedding With Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Xinglong Diao, Huaxi Gu, Wenting Wei, Guoyong Jiang, Baochun Li
Deep Reinforcement Learning Based Dynamic Flowlet Switching for DCN. IEEE Trans. Cloud Comput. 12 (2) (2024)
Sijia Chen, Baochun Li, Di Niu
Boosting of Thoughts: Trial-and-Error Problem Solving with Large Language Models. CoRR (2024)
Ningxin Su, Chenghao Hu, Baochun Li, Bo Li
Titanic: Towards Production Federated Learning with Large Language Models. INFOCOM (2024)
Tianhang Zheng, Baochun Li
RDM-DC: Poisoning Resilient Dataset Condensation with Robust Distribution Matching. UAI (2023)
Kai Shen, Baochun Li
Learning-Based Network Performance Estimators: The Next Frontier for Network Simulation. IEEE Netw. 37 (4) (2023)
Yuechen Tao, Bo Li, Baochun Li
On Sharding Across Heterogeneous Blockchains. ICDE (2023)
Fei Wang, Ethan Hugh, Baochun Li
More than Enough is Too Much: Adaptive Defenses against Gradient Leakage in Production Federated Learning. INFOCOM (2023)
Elisa Bertino, Baochun Li, Ophir Frieder, Xiaohua Jia
Welcome Message. ICDCS (2023)
Baochun Li, Ningxin Su, Chen Ying, Fei Wang
Plato: An Open-Source Research Framework for Production Federated Learning. ACM TUR-C (2023)
Hengyuan Xu, Liyao Xiang, Hangyu Ye, Dixi Yao, Pengzhi Chu, Baochun Li
Shuffled Transformer for Privacy-Preserving Split Learning. CoRR (2023)
Ningxin Su, Baochun Li
Asynchronous Federated Unlearning. INFOCOM (2023)
Ningxin Su, Baochun Li, Bo Li
Multi-Server Stable Rendezvous for the Metaverse. MetaCom (2023)
Jungang Yang, Liyao Xiang, Jiahao Yu, Xinbing Wang, Bin Guo, Zhetao Li, Baochun Li
Matrix Gaussian Mechanisms for Differentially-Private Learning. IEEE Trans. Mob. Comput. 22 (2) (2023)
Liyao Xiang, Weiting Li, Jungang Yang, Xinbing Wang, Baochun Li
Differentially-Private Deep Learning With Directional Noise. IEEE Trans. Mob. Comput. 22 (5) (2023)
Chen Chen, Hong Xu, Wei Wang, Baochun Li, Bo Li, Li Chen, Gong Zhang
GIFT: Toward Accurate and Efficient Federated Learning With Gradient-Instructed Frequency Tuning. IEEE J. Sel. Areas Commun. 41 (4) (2023)
Fei Wang, Salma Emara, Isidor Kaplan, Baochun Li, Timothy Zeyl
Multi-Agent Deep Reinforcement Learning for Cooperative Edge Caching via Hybrid Communication. ICC (2023)
Tianhang Zheng, Hao Lan, Baochun Li
Be Careful with PyPI Packages: You May Unconsciously Spread Backdoor Model Weights. MLSys (2023)
Chen Chen, Qizhen Weng, Wei Wang, Baochun Li, Bo Li
Accelerating Distributed Learning in Non-Dedicated Environments. IEEE Trans. Cloud Comput. 11 (1) (2023)
Yuechen Tao, Bo Li, Baochun Li, Lei Chen
Characterizing Performance Limits in Payment Channel Networks. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Sijia Chen, Baochun Li
Language-Guided Diffusion Model for Visual Grounding. CoRR (2023)
Xiaoyan Yin, Xiaoqian Mi, Sijia Yu, Yanjiao Chen, Baochun Li
Harmony or Involution: Game Inspiring Age-of-Information Optimization for Edge Data Gathering in Internet of Things. ACM Trans. Sens. Networks 19 (2) (2023)
Xue Sun, Wenwen Deng, Xudong Wei, Dingyi Fang, Baochun Li, Xiaojiang Chen
Akte-Liquid: Acoustic-based Liquid Identification with Smartphones. ACM Trans. Sens. Networks 19 (1) (2023)
Junpei Ni, Jiang Xiao, Shijie Zhang, Bo Li, Baochun Li, Hai Jin
FLUID: Towards Efficient Continuous Transaction Processing in DAG-Based Blockchains. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Chen Zhang, Boyang Zhou, Zhiqiang He, Zeyuan Liu, Yanjiao Chen, Wenyuan Xu, Baochun Li
Oblivion: Poisoning Federated Learning by Inducing Catastrophic Forgetting. INFOCOM (2023)
Wanyu Lin, Baochun Li, Cong Wang
Towards Private Learning on Decentralized Graphs With Local Differential Privacy. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Salma Emara, Fei Wang, Isidor Kaplan, Baochun Li
Ivory: Learning Network Adaptive Streaming Codes. IWQoS (2022)
Wanyu Lin, Hao Lan, Hao Wang, Baochun Li
OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks. CVPR (2022)
Chenghao Hu, Baochun Li
Distributed Inference with Deep Learning Models across Heterogeneous Edge Devices. INFOCOM (2022)
Yufei Kang, Baochun Li, Timothy Zeyl
FedRL: Improving the Performance of Federated Learning with Non-IID Data. GLOBECOM (2022)
Silas L. Fong, Ashish Khisti, Baochun Li, Wai-Tian Tan, Xiaoqing Zhu, John G. Apostolopoulos
Corrections to "Optimal Streaming Erasure Codes Over the Three-Node Relay Network". IEEE Trans. Inf. Theory 68 (10) (2022)
Peng Ye, Zhifeng Jiang, Wei Wang, Bo Li, Baochun Li
Feature Reconstruction Attacks and Countermeasures of DNN training in Vertical Federated Learning. CoRR (2022)
Li Chen, Shuhao Liu, Baochun Li
Optimizing Network Transfers for Data Analytic Jobs Across Geo-Distributed Datacenters. IEEE Trans. Parallel Distributed Syst. 33 (2) (2022)
Wanyu Lin, Hao Lan, Hao Wang, Baochun Li
OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks. CoRR (2022)
Wanyu Lin, Baochun Li, Cong Wang
Towards Private Learning on Decentralized Graphs with Local Differential Privacy. CoRR (2022)
Zhifeng Jiang, Wei Wang, Baochun Li, Bo Li
Pisces: Efficient Federated Learning via Guided Asynchronous Training. CoRR (2022)
Tianhang Zheng, Baochun Li
Poisoning Attacks on Deep Learning based Wireless Traffic Prediction. INFOCOM (2022)
Salma Emara, Silas L. Fong, Baochun Li, Ashish Khisti, Wai-Tian Tan, Xiaoqing Zhu, John G. Apostolopoulos
Low-Latency Network-Adaptive Error Control for Interactive Streaming. IEEE Trans. Multim. 24 (2022)
Salma Emara, Fei Wang, Baochun Li, Timothy Zeyl
Pareto: Fair Congestion Control With Online Reinforcement Learning. IEEE Trans. Netw. Sci. Eng. 9 (5) (2022)
Tianhang Zheng, Baochun Li
InfoCensor: An Information-Theoretic Framework against Sensitive Attribute Inference and Demographic Disparity. AsiaCCS (2022)
Jungang Yang, Liyao Xiang, Ruidong Chen, Weiting Li, Baochun Li
Differential Privacy for Tensor-Valued Queries. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Ningxin Su, Baochun Li
How Asynchronous can Federated Learning Be? IWQoS (2022)
Lu Yang, Ping Li, Miaomiao Dong, Bo Bai, Dmitry Zaporozhets, Xiang Chen, Wei Han, Baochun Li
: A Capacity-Centric Architecture Toward Future Wireless Networking. IEEE Trans. Wirel. Commun. 21 (10) (2022)
Fei Wang, Baochun Li, Bo Li
Quality-Oriented Federated Learning on the Fly. IEEE Netw. 36 (5) (2022)
Chen Ying, Baochun Li, Bo Li
Tempo: Improving Training Performance in Cross-Silo Federated Learning. ICASSP (2022)
Sijia Chen, Baochun Li
Multi-Modal Dynamic Graph Transformer for Visual Grounding. CVPR (2022)
Zhifeng Jiang, Wei Wang, Baochun Li, Bo Li
Pisces: efficient federated learning via guided asynchronous training. SoCC (2022)
Sijia Chen, Baochun Li
Towards Optimal Multi-Modal Federated Learning on Non-IID Data with Hierarchical Gradient Blending. INFOCOM (2022)
Qingqing Yang, Xi Peng, Li Chen, Libin Liu, Jingze Zhang, Hong Xu, Baochun Li, Gong Zhang
DeepQueueNet: towards scalable and generalized network performance estimation with packet-level visibility. SIGCOMM (2022)
Chen Ying, Baochun Li, Xiaodi Ke, Lei Guo
Raven: Scheduling Virtual Machine Migration During Datacenter Upgrades with Reinforcement Learning. Mob. Networks Appl. 27 (1) (2022)
Guiyan Liu, Songtao Guo, Baochun Li, Chao Chen
Joint Traffic-Aware Consolidated Middleboxes Selection and Routing in Distributed SDNs. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Jun Li, Baochun Li
Demand-Aware Erasure Coding for Distributed Storage Systems. IEEE Trans. Cloud Comput. 9 (2) (2021)
Hai Jin, Xiaohai Dai, Jiang Xiao, Baochun Li, Huichuwu Li, Yan Zhang
Cross-Cluster Federated Learning and Blockchain for Internet of Medical Things. IEEE Internet Things J. 8 (21) (2021)
Wanyu Lin, Hao Lan, Baochun Li
Generative Causal Explanations for Graph Neural Networks. ICML (2021)
Chen Chen, Hong Xu, Wei Wang, Baochun Li, Bo Li, Li Chen, Gong Zhang
Communication-Efficient Federated Learning with Adaptive Parameter Freezing. ICDCS (2021)
Yanjiao Chen, Long Lin, Baochun Li, Qian Wang, Qian Zhang
Silhouette: Efficient Cloud Configuration Exploration for Large-Scale Analytics. IEEE Trans. Parallel Distributed Syst. 32 (8) (2021)
Tianhang Zheng, Baochun Li
First-Order Efficient General-Purpose Clean-Label Data Poisoning. INFOCOM (2021)
Wanyu Lin, Hao Lan, Baochun Li
Generative Causal Explanations for Graph Neural Networks. CoRR (2021)
Xiaoyan Yin, Xiao Hu, Yanjiao Chen, Xu Yuan, Baochun Li
Signed-PageRank: An Efficient Influence Maximization Framework for Signed Social Networks. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Wanyu Lin, Helei Cui, Baochun Li, Cong Wang
Privacy-Preserving Similarity Search With Efficient Updates in Distributed Key-Value Stores. IEEE Trans. Parallel Distributed Syst. 32 (5) (2021)
Zhiming Hu, Baochun Li, Zheng Qin, Rick Siow Mong Goh
Low Latency Big Data Processing without Prior Information. IEEE Trans. Cloud Comput. 9 (4) (2021)
Xiaoyan Yin, Yanjiao Chen, Cheng Xu, Sijia Yu, Baochun Li
Matchmaker: Stable Task Assignment With Bounded Constraints for Crowdsourcing Platforms. IEEE Internet Things J. 8 (3) (2021)
Lu Yang, Ping Li, Miaomiao Dong, Bo Bai, Dmitry Zaporozhets, Xiang Chen, Wei Han, Baochun Li
What Should Future Wireless Network Architectures Be? CoRR (2021)
Rui Han, Jiang Xiao, Xiaohai Dai, Shijie Zhang, Yi Sun, Baochun Li, Hai Jin
Vassago: Efficient and Authenticated Provenance Query on Multiple Blockchains. SRDS (2021)
Li Chen, Yuan Feng, Baochun Li, Bo Li
A Case for Pricing Bandwidth: Sharing Datacenter Networks With Cost Dominant Fairness. IEEE Trans. Parallel Distributed Syst. 32 (5) (2021)
Xiaowen Chu, Xiaoming Fu, Baochun Li, Wei Wang, Hui Zang, Albert Y. Zomaya
Guest Editorial: Interplay between Machine Learning and Networking Systems. IEEE Netw. 35 (6) (2021)
Zhenchang Xia, Yanjiao Chen, Libing Wu, Yu-Cheng Chou, Zhicong Zheng, Haoyang Li, Baochun Li
A Multi-objective Reinforcement Learning Perspective on Internet Congestion Control. IWQoS (2021)
Hao Lan, Li Chen, Baochun Li
EAGLE: Expedited Device Placement with Automatic Grouping for Large Models. IPDPS (2021)
Hao Lan, Li Chen, Baochun Li
Accelerated Device Placement Optimization with Contrastive Learning. ICPP (2021)
Wanyu Lin, Baochun Li
Medley: Predicting Social Trust in Time-Varying Online Social Networks. INFOCOM (2021)
Wenting Wei, Huaxi Gu, Baochun Li
Congestion Control: A Renaissance with Machine Learning. IEEE Netw. 35 (4) (2021)
Xueling Lin, Jingjie Jiang, Calvin Hong Yi Li, Bo Li, Baochun Li
Circa: collaborative code offloading among multiple mobile devices. Wirel. Networks 26 (2) (2020)
Silas L. Fong, Ashish Khisti, Baochun Li, Wai-Tian Tan, Xiaoqing Zhu, John G. Apostolopoulos
Optimal Streaming Erasure Codes Over the Three-Node Relay Network. IEEE Trans. Inf. Theory 66 (5) (2020)
Wanyu Lin, Zhaolin Gao, Baochun Li
Guardian: Evaluating Trust in Online Social Networks with Graph Convolutional Networks. INFOCOM (2020)
Tianhang Zheng, Di Wang, Baochun Li, Jinhui Xu
Towards Assessment of Randomized Mechanisms for Certifying Adversarial Robustness. CoRR (2020)
Silas L. Fong, Ashish Khisti, Baochun Li, Wai-Tian Tan, Xiaoqing Zhu, John G. Apostolopoulos
Optimal Multiplexed Erasure Codes for Streaming Messages With Different Decoding Delays. IEEE Trans. Inf. Theory 66 (7) (2020)
Liyao Xiang, Lingdong Wang, Shufan Wang, Baochun Li
Achieving Consensus in Privacy-Preserving Decentralized Learning. ICDCS (2020)
Zhongjie Ba, Tianhang Zheng, Zhan Qin, Hanlin Yu, Liu Liu, Baochun Li, Xue Liu, Kui Ren
Accelerometer-based smartphone eavesdropping. MobiCom (2020)
Zhongjie Ba, Tianhang Zheng, Xinyu Zhang, Zhan Qin, Baochun Li, Xue Liu, Kui Ren
Learning-based Practical Smartphone Eavesdropping with Built-in Accelerometer. NDSS (2020)
Tianhang Zheng, Sheng Liu, Changyou Chen, Junsong Yuan, Baochun Li, Kui Ren
Towards Understanding the Adversarial Vulnerability of Skeleton-based Action Recognition. CoRR (2020)
Chen Chen, Qizhen Weng, Wei Wang, Baochun Li, Bo Li
Semi-dynamic load balancing: efficient distributed learning in non-dedicated environments. SoCC (2020)
Yuechen Tao, Bo Li, Jingjie Jiang, Hok Chu Ng, Cong Wang, Baochun Li
On Sharding Open Blockchains with Smart Contracts. ICDE (2020)
Xu Yuan, Xingliang Yuan, Yihe Zhang, Baochun Li, Cong Wang
Enabling Encrypted Boolean Queries in Geographically Distributed Databases. IEEE Trans. Parallel Distributed Syst. 31 (3) (2020)
Hao Wang, Di Niu, Baochun Li
Turbo: Dynamic and Decentralized Global Analytics via Machine Learning. IEEE Trans. Parallel Distributed Syst. 31 (6) (2020)
Yanjiao Chen, Long Lin, Baochun Li
Razor: Scaling Backend Capacity for Mobile Applications. IEEE Trans. Mob. Comput. 19 (7) (2020)
Lingdong Wang, Liyao Xiang, Jiayu Xu, Jiaju Chen, Xing Zhao, Dixi Yao, Xinbing Wang, Baochun Li
Context-Aware Deep Model Compression for Edge Cloud Computing. ICDCS (2020)
Hao Wang, Zakhary Kaplan, Di Niu, Baochun Li
Optimizing Federated Learning on Non-IID Data with Reinforcement Learning. INFOCOM (2020)
Salma Emara, Baochun Li, Yanjiao Chen
Eagle: Refining Congestion Control by Learning from the Experts. INFOCOM (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Baochun Li