Jian Li

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 60

Top Topics

Resource Sharing

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Gang Yan, Hao Wang, Xu Yuan, Jian Li
FedRoLA: Robust Federated Learning Against Model Poisoning via Layer-based Aggregation. KDD (2024)
Hanfei Yu, Rohan Basu Roy, Christian Fontenot, Devesh Tiwari, Jian Li, Hong Zhang, Hao Wang, Seung-Jong Park
RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing. ASPLOS (1) (2024)
Shufan Wang, Guojun Xiong, Shichen Zhang, Huacheng Zeng, Jian Li, Shivendra Panwar
Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks. CoRR (2024)
Haomin Zhuang, Mingxian Yu, Hao Wang, Yang Hua, Jian Li, Xu Yuan
Backdoor Federated Learning by Poisoning Backdoor-Critical Layers. ICLR (2024)
Gang Yan, Hao Wang, Xu Yuan, Jian Li
DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness. AAAI (2023)
Gang Yan, Hao Wang, Xu Yuan, Jian Li
CriticalFL: A Critical Learning Periods Augmented Client Selection Framework for Efficient Federated Learning. KDD (2023)
Guojun Xiong, Shufan Wang, Gang Yan, Jian Li
Reinforcement Learning for Dynamic Dimensioning of Cloud Caches: A Restless Bandit Approach. IEEE/ACM Trans. Netw. 31 (5) (2023)
Faheem Zafari, Prithwish Basu, Kin K. Leung, Jian Li, Don Towsley, Ananthram Swami
Resource Sharing in the Edge: A Distributed Bargaining-Theoretic Approach. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Haomin Zhuang, Mingxian Yu, Hao Wang, Yang Hua, Jian Li, Xu Yuan
Backdoor Federated Learning by Poisoning Backdoor-Critical Layers. CoRR (2023)
Jessica Maghakian, Russell Lee, Mohammad Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu
Applied Online Algorithms with Heterogeneous Predictors. ICML (2023)
Hanfei Yu, Christian Fontenot, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park
Libra: Harvesting Idle Resources Safely and Timely in Serverless Clusters. HPDC (2023)
Ahmed Imteaj, Urmish Thakker, Shiqiang Wang, Jian Li, M. Hadi Amini
A Survey on Federated Learning for Resource-Constrained IoT Devices. IEEE Internet Things J. 9 (1) (2022)
Zezhang Yang, Jake Rabinowitz, Jian Li
Peak Demand Optimization of Commercial Buildings Based on Energy Storage Systems. GLOBECOM (2022)
Gang Yan, Hao Wang, Jian Li
Seizing Critical Learning Periods in Federated Learning. AAAI (2022)
Gang Yan, Jian Li
Towards Latency Awareness for Content Delivery Network Caching. USENIX Annual Technical Conference (2022)
Guojun Xiong, Shufan Wang, Gang Yan, Jian Li
Reinforcement Learning for Dynamic Dimensioning of Cloud Caches: A Restless Bandit Approach. INFOCOM (2022)
Guojun Xiong, Shufan Wang, Jian Li
Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness. NeurIPS (2022)
Qilin Fan, Pan Pan, Xiuhua Li, Sen Wang, Jian Li, Junhao Wen
DRL-D: Revenue-Aware Online Service Function Chain Deployment via Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Qilin Fan, Xiuhua Li, Jian Li, Qiang He, Kai Wang, Junhao Wen
PA-Cache: Evolving Learning-Based Popularity- Aware Content Caching in Edge Networks. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Jessica Maghakian, Russell Lee, Mohammad H. Hajiesmaili, Jian Li, Zhenhua Liu, Ramesh K. Sitaraman
Leveraging Different Types of Predictors for Online Optimization (Invited Paper). CISS (2021)
Zezhang Yang, Jian Li, Ping Yang
FedADMP: A Joint Anomaly Detection and Mobility Prediction Framework via Federated Learning. EAI Endorsed Trans. Security Safety 8 (29) (2021)
Faheem Zafari, Kin K. Leung, Don Towsley, Prithwish Basu, Ananthram Swami, Jian Li
Let's Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Russell Lee, Jessica Maghakian, Mohammad H. Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu
Online Peak-Aware Energy Scheduling with Untrusted Advice. e-Energy (2021)
Gang Yan, Jian Li, Don Towsley
Learning from optimal caching for content delivery. CoNEXT (2021)
Shaofeng Zou, Venugopal V. Veeravalli, Jian Li, Don Towsley
Quickest Detection of Dynamic Events in Networks. IEEE Trans. Inf. Theory 66 (4) (2020)
Faheem Zafari, Prithwish Basu, Kin K. Leung, Jian Li, Ananthram Swami, Don Towsley
Resource Sharing in the Edge: A Distributed Bargaining-Theoretic Approach. CoRR (2020)
Ahmed Imteaj, Urmish Thakker, Shiqiang Wang, Jian Li, M. Hadi Amini
Federated Learning for Resource-Constrained IoT Devices: Panoramas and State-of-the-art. CoRR (2020)
Qilin Fan, Jian Li, Xiuhua Li, Qiang He, Shu Fu, Sen Wang
PA-Cache: Learning-based Popularity-Aware Content Caching in Edge Networks. CoRR (2020)
Nitish K. Panigrahy, Jian Li, Don Towsley, C. V. Hollot
Network cache design under stationary requests: Exact analysis and Poisson approximation. Comput. Networks 180 (2020)
Faheem Zafari, Jian Li, Kin K. Leung, Don Towsley, Ananthram Swami
Optimal Energy Consumption for Communication, Computation, Caching, and Quality Guarantee. IEEE Trans. Control. Netw. Syst. 7 (1) (2020)
Pan Pan, Qilin Fan, Sen Wang, Xiuhua Li, Jian Li, Wenxiang Shi
GCN-TD: A Learning-based Approach for Service Function Chain Deployment on the Fly. GLOBECOM (2020)
Faheem Zafari, Kin K. Leung, Don Towsley, Prithwish Basu, Ananthram Swami, Jian Li
Let's Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds. CoRR (2020)
Kun Tu, Jian Li, Don Towsley, Dave Braines, Liam D. Turner
gl2vec: learning feature representation using graphlets for directed networks. ASONAM (2019)
Russell Lee, Mohammad H. Hajiesmaili, Jian Li
Learning-Assisted Competitive Algorithms for Peak-Aware Energy Scheduling. CoRR (2019)
Shaofeng Zou, Venugopal V. Veeravalli, Jian Li, Don Towsley, Ananthram Swami
Distributed Quickest Detection of Significant Events in Networks. ICASSP (2019)
Dhruv Kumar, Jian Li, Abhishek Chandra, Ramesh K. Sitaraman
A TTL-based Approach for Data Aggregation in Geo-distributed Streaming Analytics. SIGMETRICS (Abstracts) (2019)
Dhruv Kumar, Jian Li, Abhishek Chandra, Ramesh K. Sitaraman
A TTL-based Approach for Data Aggregation in Geo-distributed Streaming Analytics. Proc. ACM Meas. Anal. Comput. Syst. 3 (2) (2019)
Nitish K. Panigrahy, Jian Li, Faheem Zafari, Don Towsley, Paul Yu
Jointly Compressing and Caching Data in Wireless Sensor Networks. SMARTCOMP (2019)
Jian Li, Don Towsley, Shaofeng Zou, Venugopal V. Veeravalli, Gabriela F. Ciocarlie
A Consensus-based Approach for Distributed Quickest Detection of Significant Events in Networks. ACSSC (2019)
Faheem Zafari, Jian Li, Kin K. Leung, Don Towsley, Ananthram Swami
A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge Clouds. CoRR (2018)
Faheem Zafari, Jian Li, Kin K. Leung, Don Towsley, Ananthram Swami
A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge. EdgeTech@MobiCom (2018)
Jian Li, Truong Khoa Phan, Wei Koong Chai, Daphné Tuncer, George Pavlou, David Griffin, Miguel Rio
DR-Cache: Distributed Resilient Caching with Latency Guarantees. INFOCOM (2018)
Jian Li, Bainan Xia, Xinbo Geng, Hao Ming, Srinivas Shakkottai, Vijay G. Subramanian, Le Xie
Mean Field Games in Nudge Systems for Societal Networks. ACM Trans. Model. Perform. Evaluation Comput. Syst. 3 (4) (2018)
Faheem Zafari, Jian Li, Kin K. Leung, Don Towsley, Ananthram Swami
Optimal Energy Tradeoff Among Communication, Computation and Caching with QoI-Guarantee. GLOBECOM (2018)
Jian Li, Srinivas Shakkottai, John C. S. Lui, Vijay G. Subramanian
Accurate Learning or Fast Mixing? Dynamic Adaptability of Caching Algorithms. IEEE J. Sel. Areas Commun. 36 (6) (2018)
Jian Li, Faheem Zafari, Don Towsley, Kin K. Leung, Ananthram Swami
Joint Data Compression and Caching: Approaching Optimality with Guarantees. CoRR (2018)
Shaofeng Zou, Venugopal V. Veeravalli, Jian Li, Don Towsley
Quickest Detection of Significant Events in Structured Networks. ACSSC (2018)
Jian Li, Faheem Zafari, Don Towsley, Kin K. Leung, Ananthram Swami
Joint Data Compression and Caching: Approaching Optimality with Guarantees. ICPE (2018)
Kun Tu, Jian Li, Don Towsley, Dave Braines, Liam D. Turner
gl2vec: Learning Feature Representation Using Graphlets for Directed Networks. CoRR (2018)
Kun Tu, Jian Li, Don Towsley, Dave Braines, Liam D. Turner
Network Classification in Temporal Networks Using Motifs. CoRR (2018)
Shaofeng Zou, Venugopal V. Veeravalli, Jian Li, Don Towsley
Quickest Detection of Dynamic Events in Networks. CoRR (2018)
Nitish K. Panigrahy, Jian Li, Don Towsley
Network Cache Design Under Stationary Requests: Exact Analysis and Poisson Approximation. MASCOTS (2018)
Jian Li, Rajarshi Bhattacharyya, Suman Paul, Srinivas Shakkottai, Vijay G. Subramanian
Incentivizing Sharing in Realtime D2D Streaming Networks: A Mean Field Game Perspective. IEEE/ACM Trans. Netw. 25 (1) (2017)
Jian Li, Srinivas Shakkottai, John C. S. Lui, Vijay G. Subramanian
Accurate Learning or Fast Mixing? Dynamic Adaptability of Caching Algorithms. CoRR (2017)
Nitish K. Panigrahy, Jian Li, Don Towsley
Hit Rate vs. Hit Probability Based Cache Utility Maximization. SIGMETRICS Perform. Evaluation Rev. 45 (2) (2017)
Nitish K. Panigrahy, Jian Li, Don Towsley
Network Cache Design under Stationary Requests: Challenges, Algorithms and Experiments. CoRR (2017)
Nitish K. Panigrahy, Jian Li, Faheem Zafari, Don Towsley, Paul Yu
What, When and Where to Cache: A Unified Optimization Approach. CoRR (2017)
Faheem Zafari, Jian Li, Kin K. Leung, Don Towsley, Ananthram Swami
Optimal Energy Tradeoff among Communication, Computation and Caching with QoI-Guarantee. CoRR (2017)
Jian Li, Rajarshi Bhattacharyya, Suman Paul, Srinivas Shakkottai, Vijay G. Subramanian
Incentivizing Sharing in Realtime D2D Streaming Networks: A Mean Field Game Perspective. CoRR (2016)
Jian Li
Optimal resource capacity management for stochastic loss network systems with applications in clouds and data centers. CDC (2016)
Jian Li, Bainan Xia, Xinbo Geng, Hao Ming, Srinivas Shakkottai, Vijay G. Subramanian, Le Xie
Energy Coupon: A Mean Field Game Perspective on Demand Response in Smart Grids. SIGMETRICS (2015)
Jian Li, Rajarshi Bhattacharyya, Suman Paul, Srinivas Shakkottai, Vijay G. Subramanian
Incentivizing sharing in realtime D2D streaming networks: A mean field game perspective. INFOCOM (2015)
Jian Li, Bainan Xia, Xinbo Geng, Hao Ming, Srinivas Shakkottai, Vijay G. Subramanian, Le Xie
Energy Coupon: A Mean Field Game Perspective on Demand Response in Smart Grids. CoRR (2015)
Changliang Xie, Jian Li, Xinbing Wang, Xiaohua Tian, Yongsheng Zhang, Xiaoli Wang
Multicast capacity of wireless ad hoc networks with infrastructure support. ICC (2012)
Jian Li, Luoyi Fu, Xinbing Wang, Changliang Xie, Xiaohua Tian, Yongsheng Zhang, Xiaoli Wang
Throughput and Delay with Network Coding in Hybrid Mobile Ad Hoc Networks: A Global Perspective. WASA (2012)
Jian Li, Jinbei Zhang, Luoyi Fu, Xinbing Wang, Xiaohua Tian
Capacity in arbitrary wireless ad hoc networks with MIMO and power constraint. GLOBECOM (2012)
Xican Yang, Jinbei Zhang, Jian Li
Group Multicast Capacity in Large Scale Wireless Networks. WASA (2012)
Luoyi Fu, Jian Li, Jia Guo, Xinbing Wang, Yongsheng Zhang, Xiaoli Wang, Qun Zhao
Multicast Capacity-Delay Tradeoff with Network Coding in MANETs. WASA (2011)