Multicast Capacity-Delay Tradeoff with Network Coding in MANETs. - Luoyi Fu; Jian Li 008; Jia Guo; Xinbing Wang; Yongsheng Zhang; Xiaoli Wang; Qun Zhao (WASA, 2011)

Capacity in arbitrary wireless ad hoc networks with MIMO and power constraint. - Jian Li 008; Jinbei Zhang; Luoyi Fu; Xinbing Wang; Xiaohua Tian (GLOBECOM, 2012)

Multicast capacity of wireless ad hoc networks with infrastructure support. - Changliang Xie; Jian Li 008; Xinbing Wang; Xiaohua Tian; Yongsheng Zhang; Xiaoli Wang (ICC, 2012)

Throughput and Delay with Network Coding in Hybrid Mobile Ad Hoc Networks: A Global Perspective. - Jian Li 008; Luoyi Fu; Xinbing Wang; Changliang Xie; Xiaohua Tian; Yongsheng Zhang; Xiaoli Wang (WASA, 2012)

Group Multicast Capacity in Large Scale Wireless Networks. - Xican Yang; Jinbei Zhang; Jian Li 008 (WASA, 2012)

Energy Coupon: A Mean Field Game Perspective on Demand Response in Smart Grids. - Jian Li 008; Bainan Xia; Xinbo Geng; Hao Ming; Srinivas Shakkottai; Vijay G. Subramanian; Le Xie 001 (SIGMETRICS, 2015)

Optimal resource capacity management for stochastic loss network systems with applications in clouds and data centers. - Jian Li 008 (CDC, 2016)

What, When and Where to Cache: A Unified Optimization Approach. - Nitish K. Panigrahy; Jian Li 008; Faheem Zafari; Don Towsley; Paul L. Yu (CoRR, 2017)

Network Cache Design under Stationary Requests: Challenges, Algorithms and Experiments. - Nitish K. Panigrahy; Jian Li 008; Don Towsley (CoRR, 2017)

Hit Rate vs. Hit Probability Based Cache Utility Maximization. - Nitish K. Panigrahy; Jian Li 008; Don Towsley (SIGMETRICS Perform. Evaluation Rev., 2017)

Incentivizing Sharing in Realtime D2D Streaming Networks: A Mean Field Game Perspective. - Jian Li 008; Rajarshi Bhattacharyya; Suman Paul; Srinivas Shakkottai; Vijay G. Subramanian (IEEE/ACM Trans. Netw., 2017)

Quickest Detection of Significant Events in Structured Networks. - Shaofeng Zou; Venugopal V. Veeravalli; Jian Li 008; Don Towsley (ACSSC, 2018)

Optimal Energy Tradeoff Among Communication, Computation and Caching with QoI-Guarantee. - Faheem Zafari; Jian Li 008; Kin K. Leung; Don Towsley; Ananthram Swami (GLOBECOM, 2018)

DR-Cache: Distributed Resilient Caching with Latency Guarantees. - Jian Li 008; Truong Khoa Phan; Wei Koong Chai; Daphné Tuncer; George Pavlou; David Griffin 001; Miguel Rio (INFOCOM, 2018)

Network Cache Design Under Stationary Requests: Exact Analysis and Poisson Approximation. - Nitish K. Panigrahy; Jian Li 008; Don Towsley (MASCOTS, 2018)

A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge. - Faheem Zafari; Jian Li 008; Kin K. Leung; Don Towsley; Ananthram Swami (EdgeTech@MobiCom, 2018)

Joint Data Compression and Caching: Approaching Optimality with Guarantees. - Jian Li 008; Faheem Zafari; Don Towsley; Kin K. Leung; Ananthram Swami (ICPE, 2018)

Network Classification in Temporal Networks Using Motifs. - Kun Tu; Jian Li 008; Don Towsley; Dave Braines; Liam D. Turner (CoRR, 2018)

A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge Clouds. - Faheem Zafari; Jian Li 008; Kin K. Leung; Don Towsley; Ananthram Swami (CoRR, 2018)

Accurate Learning or Fast Mixing? Dynamic Adaptability of Caching Algorithms. - Jian Li 008; Srinivas Shakkottai; John C. S. Lui; Vijay G. Subramanian (IEEE J. Sel. Areas Commun., 2018)

Mean Field Games in Nudge Systems for Societal Networks. - Jian Li 008; Bainan Xia; Xinbo Geng; Hao Ming; Srinivas Shakkottai; Vijay G. Subramanian; Le Xie 001 (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018)

A Consensus-based Approach for Distributed Quickest Detection of Significant Events in Networks. - Jian Li 008; Don Towsley; Shaofeng Zou; Venugopal V. Veeravalli; Gabriela F. Ciocarlie (ACSSC, 2019)

gl2vec: learning feature representation using graphlets for directed networks. - Kun Tu; Jian Li 008; Don Towsley; Dave Braines; Liam D. Turner (ASONAM, 2019)

Distributed Quickest Detection of Significant Events in Networks. - Shaofeng Zou; Venugopal V. Veeravalli; Jian Li 008; Don Towsley; Ananthram Swami (ICASSP, 2019)

Jointly Compressing and Caching Data in Wireless Sensor Networks. - Nitish K. Panigrahy; Jian Li 008; Faheem Zafari; Don Towsley; Paul L. Yu (SMARTCOMP, 2019)

Learning-Assisted Competitive Algorithms for Peak-Aware Energy Scheduling. - Russell Lee; Mohammad H. Hajiesmaili; Jian Li 008 (CoRR, 2019)

A TTL-based Approach for Data Aggregation in Geo-distributed Streaming Analytics. - Dhruv Kumar 001; Jian Li 008; Abhishek Chandra; Ramesh K. Sitaraman (Proc. ACM Meas. Anal. Comput. Syst., 2019)

GCN-TD: A Learning-based Approach for Service Function Chain Deployment on the Fly. - Pan Pan; Qilin Fan; Sen Wang; Xiuhua Li; Jian Li 008; Wenxiang Shi (GLOBECOM, 2020)

RL-Bélády: A Unified Learning Framework for Content Caching. - Gang Yan 002; Jian Li 008 (ACM Multimedia, 2020)

Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice. - Shufan Wang; Jian Li 008; Shiqiang Wang 001 (NeurIPS, 2020)

Network cache design under stationary requests: Exact analysis and Poisson approximation. - Nitish K. Panigrahy; Jian Li 008; Don Towsley; C. V. Hollot (Comput. Networks, 2020)

Online Algorithms for Multi-shop Ski Rental with Machine Learned Predictions. - Shufan Wang; Jian Li 008; Shiqiang Wang 001 (CoRR, 2020)

PA-Cache: Learning-based Popularity-Aware Content Caching in Edge Networks. - Qilin Fan; Jian Li 008; Xiuhua Li; Qiang He 001; Shu Fu; Sen Wang (CoRR, 2020)

Federated Learning for Resource-Constrained IoT Devices: Panoramas and State-of-the-art. - Ahmed Imteaj; Urmish Thakker; Shiqiang Wang 001; Jian Li 008; M. Hadi Amini (CoRR, 2020)

Optimal Energy Consumption for Communication, Computation, Caching, and Quality Guarantee. - Faheem Zafari; Jian Li 008; Kin K. Leung; Don Towsley; Ananthram Swami (IEEE Trans. Control. Netw. Syst., 2020)

Quickest Detection of Dynamic Events in Networks. - Shaofeng Zou; Venugopal V. Veeravalli; Jian Li 008; Don Towsley (IEEE Trans. Inf. Theory, 2020)

Leveraging Different Types of Predictors for Online Optimization (Invited Paper). - Jessica Maghakian; Russell Lee; Mohammad H. Hajiesmaili; Jian Li 008; Zhenhua Liu 002; Ramesh K. Sitaraman (CISS, 2021)

Learning from optimal caching for content delivery. - Gang Yan 002; Jian Li 008; Don Towsley (CoNEXT, 2021)

Online Peak-Aware Energy Scheduling with Untrusted Advice. - Russell Lee; Jessica Maghakian; Mohammad H. Hajiesmaili; Jian Li 008; Ramesh K. Sitaraman; Zhenhua Liu 002 (e-Energy, 2021)

A TTL-based Approach for Content Placement in Edge Networks. - Nitish K. Panigrahy; Jian Li 008; Faheem Zafari; Don Towsley; Paul L. Yu (VALUETOOLS, 2021)

Learning Augmented Index Policy for Optimal Service Placement at the Network Edge. - Guojun Xiong; Rahul Singh 001; Jian Li 008 (CoRR, 2021)

Straggler-Resilient Distributed Machine Learning with Dynamic Backup Workers. - Guojun Xiong; Gang Yan 002; Rahul Singh 001; Jian Li 008 (CoRR, 2021)

Harvesting Idle Resources in Serverless Computing via Reinforcement Learning. - Hanfei Yu; Hao Wang 022; Jian Li 008; Seung-Jong Park (CoRR, 2021)

Critical Learning Periods in Federated Learning. - Gang Yan 002; Hao Wang 022; Jian Li 008 (CoRR, 2021)

Reinforcement Learning for Finite-Horizon Restless Multi-Armed Multi-Action Bandits. - Guojun Xiong; Jian Li 008; Rahul Singh 001 (CoRR, 2021)

FedADMP: A Joint Anomaly Detection and Mobility Prediction Framework via Federated Learning. - Zezhang Yang; Jian Li 008; Ping Yang 002 (EAI Endorsed Trans. Security Safety, 2021)

PA-Cache: Evolving Learning-Based Popularity- Aware Content Caching in Edge Networks. - Qilin Fan; Xiuhua Li; Jian Li 008; Qiang He 001; Kai Wang 014; Junhao Wen 001 (IEEE Trans. Netw. Serv. Manag., 2021)

Let's Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds. - Faheem Zafari; Kin K. Leung; Don Towsley; Prithwish Basu; Ananthram Swami; Jian Li 008 (IEEE Trans. Netw. Serv. Manag., 2021)

Reinforcement Learning Augmented Asymptotically Optimal Index Policy for Finite-Horizon Restless Bandits. - Guojun Xiong; Jian Li 008; Rahul Singh 001 (AAAI, 2022)

Seizing Critical Learning Periods in Federated Learning. - Gang Yan 002; Hao Wang 022; Jian Li 008 (AAAI, 2022)

Peak Demand Optimization of Commercial Buildings Based on Energy Storage Systems. - Zezhang Yang; Jake Rabinowitz; Jian Li 008 (GLOBECOM, 2022)

Index-aware reinforcement learning for adaptive video streaming at the wireless edge. - Guojun Xiong; Xudong Qin; Bin Li 014; Rahul Singh 001; Jian Li 008 (MobiHoc, 2022)

Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness. - Guojun Xiong; Shufan Wang; Jian Li 008 (NeurIPS, 2022)

Towards Latency Awareness for Content Delivery Network Caching. - Gang Yan 002; Jian Li 008 (USENIX ATC, 2022)

Accelerating Serverless Computing by Harvesting Idle Resources. - Hanfei Yu; Hao Wang 022; Jian Li 008; Xu Yuan 001; Seung-Jong Park (WWW, 2022)

Model-free Reinforcement Learning for Content Caching at the Wireless Edge via Restless Bandits. - Guojun Xiong; Shufan Wang; Jian Li 008; Rahul Singh 001 (CoRR, 2022)

A Survey on Federated Learning for Resource-Constrained IoT Devices. - Ahmed Imteaj; Urmish Thakker; Shiqiang Wang 001; Jian Li 008; M. Hadi Amini (IEEE Internet Things J., 2022)

DRL-D: Revenue-Aware Online Service Function Chain Deployment via Deep Reinforcement Learning. - Qilin Fan; Pan Pan; Xiuhua Li; Sen Wang; Jian Li 008; Junhao Wen 001 (IEEE Trans. Netw. Serv. Manag., 2022)

DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness. - Gang Yan 002; Hao Wang 022; Xu Yuan 001; Jian Li 008 (AAAI, 2023)

Libra: Harvesting Idle Resources Safely and Timely in Serverless Clusters. - Hanfei Yu; Christian Fontenot; Hao Wang 022; Jian Li 008; Xu Yuan 001; Seung-Jong Park (HPDC, 2023)

Applied Online Algorithms with Heterogeneous Predictors. - Jessica Maghakian; Russell Lee; Mohammad Hajiesmaili; Jian Li 008; Ramesh K. Sitaraman; Zhenhua Liu 002 (ICML, 2023)

CriticalFL: A Critical Learning Periods Augmented Client Selection Framework for Efficient Federated Learning. - Gang Yan 002; Hao Wang 022; Xu Yuan 001; Jian Li 008 (KDD, 2023)

Reinforcement Learning for Dynamic Dimensioning of Cloud Caches: A Restless Bandit Approach. - Guojun Xiong; Shufan Wang; Gang Yan 002; Jian Li 008 (IEEE/ACM Trans. Netw., 2023)

Resource Sharing in the Edge: A Distributed Bargaining-Theoretic Approach. - Faheem Zafari; Prithwish Basu; Kin K. Leung; Jian Li 008; Don Towsley; Ananthram Swami (IEEE Trans. Netw. Serv. Manag., 2023)

DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations. - Guojun Xiong; Gang Yan 002; Shiqiang Wang 001; Jian Li 008 (AAAI, 2024)

Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing. - Hanfei Yu; Jian Li 008; Yang Hua 001; Xu Yuan 001; Hao Wang 022 (AAAI, 2024)

RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing. - Hanfei Yu; Rohan Basu Roy; Christian Fontenot; Devesh Tiwari; Jian Li 008; Hong Zhang 025; Hao Wang 022; Seung-Jong Park (ASPLOS (1), 2024)

Backdoor Federated Learning by Poisoning Backdoor-Critical Layers. - Haomin Zhuang; Mingxian Yu; Hao Wang 022; Yang Hua 001; Jian Li 008; Xu Yuan 001 (ICLR, 2024)

Provably Efficient Reinforcement Learning for Adversarial Restless Multi-Armed Bandits with Unknown Transitions and Bandit Feedback. - Guojun Xiong; Jian Li 008 (ICML, 2024)

FedRoLA: Robust Federated Learning Against Model Poisoning via Layer-based Aggregation. - Gang Yan 002; Hao Wang 022; Xu Yuan 001; Jian Li 008 (KDD, 2024)

Straggler-Resilient Decentralized Learning via Adaptive Asynchronous Updates. - Guojun Xiong; Gang Yan 002; Shiqiang Wang 001; Jian Li 008 (MobiHoc, 2024)

Enhancing Model Poisoning Attacks to Byzantine-Robust Federated Learning via Critical Learning Periods. - Gang Yan 002; Hao Wang 022; Xu Yuan 001; Jian Li 008 (RAID, 2024)

Stellaris: Staleness-Aware Distributed Reinforcement Learning with Serverless Computing. - Hanfei Yu; Hao Wang 022; Devesh Tiwari; Jian Li 008; Seung-Jong Park (SC, 2024)

Nitro: Boosting Distributed Reinforcement Learning with Serverless Computing. - Hanfei Yu; Jacob Carter; Hao Wang 022; Devesh Tiwari; Jian Li 008; Seung-Jong Park (Proc. VLDB Endow., 2024)

A survey of VNF forwarding graph embedding in B5G/6G networks. - Biao Zhang; Qilin Fan; Xu Zhang 006; Zhihan Fu; Sen Wang; Jian Li 008; Qingyu Xiong (Wirel. Networks, 2024)

Whittle Index-Based Q-Learning for Wireless Edge Caching With Linear Function Approximation. - Guojun Xiong; Shufan Wang; Jian Li 008; Rahul Singh 001 (IEEE/ACM Trans. Netw., 2024)

Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks. - Shufan Wang; Guojun Xiong; Shichen Zhang; Huacheng Zeng; Jian Li 008; Shivendra S. Panwar (IEEE Trans. Wirel. Commun., 2024)

Freyr $^+$+: Harvesting Idle Resources in Serverless Computing via Deep Reinforcement Learning. - Hanfei Yu; Hao Wang 022; Jian Li 008; Xu Yuan 001; Seung-Jong Park (IEEE Trans. Parallel Distributed Syst., 2024)

DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback. - Guojun Xiong; Ujwal Dinesha; Debajoy Mukherjee; Jian Li 008; Srinivas Shakkottai (ICLR, 2025)