Jian Li - RankMe

100 papers A* 19A 5B 10Misc 4Journal 50Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	RLHFless: Serverless Computing for Efficient RLHF. CoRR Rui Wei, Hanfei Yu, Shubham Jain, Yogarajan Sivakumar, Devesh Tiwari, Jian Li, Seung-Jong Park, Hao Wang
2026	J	`jnl`	The Diminishing Returns of Early-Exit Decoding in Modern LLMs. CoRR Rui Wei, Rui Du, Hanfei Yu, Devesh Tiwari, Jian Li, Zhaozhuo Xu, Hao Wang
2025	A*	`conf`	DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback. ICLR Guojun Xiong, Ujwal Dinesha, Debajoy Mukherjee, Jian Li, Srinivas Shakkottai
2025	A	`conf`	FedSTEP: Asynchronous and Staleness-Aware Personalization for Efficient Federated Learning. CIKM Gang Yan, Jian Li, Wan Du
2025	—	`conf`	Multi-Agent Reinforcement Learning with Serverless Computing. SoCC Rui Wei, Hanfei Yu, Xikang Song, Jian Li, Devesh Tiwari, Ying Mao, Hao Wang
2024	J	`jnl`	A survey of VNF forwarding graph embedding in B5G/6G networks. Wirel. Networks Biao Zhang, Qilin Fan, Xu Zhang, Zhihan Fu, Sen Wang, Jian Li, Qingyu Xiong
2024	A*	`conf`	Backdoor Federated Learning by Poisoning Backdoor-Critical Layers. ICLR Haomin Zhuang, Mingxian Yu, Hao Wang, Yang Hua, Jian Li, Xu Yuan
2024	A*	`conf`	Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing. AAAI Hanfei Yu, Jian Li, Yang Hua, Xu Yuan, Hao Wang
2024	J	`jnl`	DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback. CoRR Guojun Xiong, Ujwal Dinesha, Debajoy Mukherjee, Jian Li, Srinivas Shakkottai
2024	A*	`conf`	DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations. AAAI Guojun Xiong, Gang Yan, Shiqiang Wang, Jian Li
2024	A	`conf`	Enhancing Model Poisoning Attacks to Byzantine-Robust Federated Learning via Critical Learning Periods. RAID Gang Yan, Hao Wang, Xu Yuan, Jian Li
2024	A*	`conf`	FedRoLA: Robust Federated Learning Against Model Poisoning via Layer-based Aggregation. KDD Gang Yan, Hao Wang, Xu Yuan, Jian Li
2024	J	`jnl`	Freyr $^+$+: Harvesting Idle Resources in Serverless Computing via Deep Reinforcement Learning. IEEE Trans. Parallel Distributed Syst. Hanfei Yu, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park
2024	J	`jnl`	Nitro: Boosting Distributed Reinforcement Learning with Serverless Computing. Proc. VLDB Endow. Hanfei Yu, Jacob Carter, Hao Wang, Devesh Tiwari, Jian Li, Seung-Jong Park
2024	A*	`conf`	Provably Efficient Reinforcement Learning for Adversarial Restless Multi-Armed Bandits with Unknown Transitions and Bandit Feedback. ICML Guojun Xiong, Jian Li
2024	—	`conf`	RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing. ASPLOS (1) Hanfei Yu, Rohan Basu Roy, Christian Fontenot, Devesh Tiwari, Jian Li, Hong Zhang, Hao Wang, Seung-Jong Park
2024	A	`conf`	Stellaris: Staleness-Aware Distributed Reinforcement Learning with Serverless Computing. SC Hanfei Yu, Hao Wang, Devesh Tiwari, Jian Li, Seung-Jong Park
2024	B	`conf`	Straggler-Resilient Decentralized Learning via Adaptive Asynchronous Updates. MobiHoc Guojun Xiong, Gang Yan, Shiqiang Wang, Jian Li
2024	J	`jnl`	Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks. CoRR Shufan Wang, Guojun Xiong, Shichen Zhang, Huacheng Zeng, Jian Li, Shivendra S. Panwar
2024	J	`jnl`	Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks. IEEE Trans. Wirel. Commun. Shufan Wang, Guojun Xiong, Shichen Zhang, Huacheng Zeng, Jian Li, Shivendra S. Panwar
2024	J	`jnl`	Whittle Index-Based Q-Learning for Wireless Edge Caching With Linear Function Approximation. IEEE/ACM Trans. Netw. Guojun Xiong, Shufan Wang, Jian Li, Rahul Singh
2023	A*	`conf`	Applied Online Algorithms with Heterogeneous Predictors. ICML Jessica Maghakian, Russell Lee, Mohammad Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu
2023	J	`jnl`	Backdoor Federated Learning by Poisoning Backdoor-Critical Layers. CoRR Haomin Zhuang, Mingxian Yu, Hao Wang, Yang Hua, Jian Li, Xu Yuan
2023	A*	`conf`	CriticalFL: A Critical Learning Periods Augmented Client Selection Framework for Efficient Federated Learning. KDD Gang Yan, Hao Wang, Xu Yuan, Jian Li
2023	A*	`conf`	DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness. AAAI Gang Yan, Hao Wang, Xu Yuan, Jian Li
2023	J	`jnl`	DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations. CoRR Guojun Xiong, Gang Yan, Shiqiang Wang, Jian Li
2023	A	`conf`	Libra: Harvesting Idle Resources Safely and Timely in Serverless Clusters. HPDC Hanfei Yu, Christian Fontenot, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park
2023	J	`jnl`	Reinforcement Learning for Dynamic Dimensioning of Cloud Caches: A Restless Bandit Approach. IEEE/ACM Trans. Netw. Guojun Xiong, Shufan Wang, Gang Yan, Jian Li
2023	J	`jnl`	Resource Sharing in the Edge: A Distributed Bargaining-Theoretic Approach. IEEE Trans. Netw. Serv. Manag. Faheem Zafari, Prithwish Basu, Kin K. Leung, Jian Li, Don Towsley, Ananthram Swami
2023	J	`jnl`	Straggler-Resilient Decentralized Learning via Adaptive Asynchronous Updates. CoRR Guojun Xiong, Gang Yan, Shiqiang Wang, Jian Li
2022	J	`jnl`	A Survey on Federated Learning for Resource-Constrained IoT Devices. IEEE Internet Things J. Ahmed Imteaj, Urmish Thakker, Shiqiang Wang, Jian Li, M. Hadi Amini
2022	A*	`conf`	Accelerating Serverless Computing by Harvesting Idle Resources. WWW Hanfei Yu, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park
2022	J	`jnl`	DRL-D: Revenue-Aware Online Service Function Chain Deployment via Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. Qilin Fan, Pan Pan, Xiuhua Li, Sen Wang, Jian Li, Junhao Wen
2022	B	`conf`	Index-aware reinforcement learning for adaptive video streaming at the wireless edge. MobiHoc Guojun Xiong, Xudong Qin, Bin Li, Rahul Singh, Jian Li
2022	A*	`conf`	Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness. NeurIPS Guojun Xiong, Shufan Wang, Jian Li
2022	J	`jnl`	Model-free Reinforcement Learning for Content Caching at the Wireless Edge via Restless Bandits. CoRR Guojun Xiong, Shufan Wang, Jian Li, Rahul Singh
2022	B	`conf`	Peak Demand Optimization of Commercial Buildings Based on Energy Storage Systems. GLOBECOM Zezhang Yang, Jake Rabinowitz, Jian Li
2022	A*	`conf`	Reinforcement Learning Augmented Asymptotically Optimal Index Policy for Finite-Horizon Restless Bandits. AAAI Guojun Xiong, Jian Li, Rahul Singh
2022	A*	`conf`	Reinforcement Learning for Dynamic Dimensioning of Cloud Caches: A Restless Bandit Approach. INFOCOM Guojun Xiong, Shufan Wang, Gang Yan, Jian Li
2022	A*	`conf`	Seizing Critical Learning Periods in Federated Learning. AAAI Gang Yan, Hao Wang, Jian Li
2022	—	`conf`	Towards Latency Awareness for Content Delivery Network Caching. USENIX ATC Gang Yan, Jian Li
2021	—	`conf`	A TTL-based Approach for Content Placement in Edge Networks. VALUETOOLS Nitish K. Panigrahy, Jian Li, Faheem Zafari, Don Towsley, Paul L. Yu
2021	J	`jnl`	Critical Learning Periods in Federated Learning. CoRR Gang Yan, Hao Wang, Jian Li
2021	J	`jnl`	FedADMP: A Joint Anomaly Detection and Mobility Prediction Framework via Federated Learning. EAI Endorsed Trans. Security Safety Zezhang Yang, Jian Li, Ping Yang
2021	J	`jnl`	Harvesting Idle Resources in Serverless Computing via Reinforcement Learning. CoRR Hanfei Yu, Hao Wang, Jian Li, Seung-Jong Park
2021	J	`jnl`	Learning Augmented Index Policy for Optimal Service Placement at the Network Edge. CoRR Guojun Xiong, Rahul Singh, Jian Li
2021	A	`conf`	Learning from optimal caching for content delivery. CoNEXT Gang Yan, Jian Li, Don Towsley
2021	J	`jnl`	Let's Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds. IEEE Trans. Netw. Serv. Manag. Faheem Zafari, Kin K. Leung, Don Towsley, Prithwish Basu, Ananthram Swami, Jian Li
2021	Misc	`conf`	Leveraging Different Types of Predictors for Online Optimization (Invited Paper). CISS Jessica Maghakian, Russell Lee, Mohammad H. Hajiesmaili, Jian Li, Zhenhua Liu, Ramesh K. Sitaraman
2021	—	`conf`	Online Peak-Aware Energy Scheduling with Untrusted Advice. e-Energy Russell Lee, Jessica Maghakian, Mohammad H. Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu
2021	J	`jnl`	PA-Cache: Evolving Learning-Based Popularity- Aware Content Caching in Edge Networks. IEEE Trans. Netw. Serv. Manag. Qilin Fan, Xiuhua Li, Jian Li, Qiang He, Kai Wang, Junhao Wen
2021	J	`jnl`	Reinforcement Learning for Finite-Horizon Restless Multi-Armed Multi-Action Bandits. CoRR Guojun Xiong, Jian Li, Rahul Singh
2021	J	`jnl`	Straggler-Resilient Distributed Machine Learning with Dynamic Backup Workers. CoRR Guojun Xiong, Gang Yan, Rahul Singh, Jian Li
2020	J	`jnl`	Federated Learning for Resource-Constrained IoT Devices: Panoramas and State-of-the-art. CoRR Ahmed Imteaj, Urmish Thakker, Shiqiang Wang, Jian Li, M. Hadi Amini
2020	B	`conf`	GCN-TD: A Learning-based Approach for Service Function Chain Deployment on the Fly. GLOBECOM Pan Pan, Qilin Fan, Sen Wang, Xiuhua Li, Jian Li, Wenxiang Shi
2020	J	`jnl`	Let's Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds. CoRR Faheem Zafari, Kin K. Leung, Don Towsley, Prithwish Basu, Ananthram Swami, Jian Li
2020	J	`jnl`	Network cache design under stationary requests: Exact analysis and Poisson approximation. Comput. Networks Nitish K. Panigrahy, Jian Li, Don Towsley, C. V. Hollot
2020	A*	`conf`	Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice. NeurIPS Shufan Wang, Jian Li, Shiqiang Wang
2020	J	`jnl`	Online Algorithms for Multi-shop Ski Rental with Machine Learned Predictions. CoRR Shufan Wang, Jian Li, Shiqiang Wang
2020	J	`jnl`	Optimal Energy Consumption for Communication, Computation, Caching, and Quality Guarantee. IEEE Trans. Control. Netw. Syst. Faheem Zafari, Jian Li, Kin K. Leung, Don Towsley, Ananthram Swami
2020	J	`jnl`	PA-Cache: Learning-based Popularity-Aware Content Caching in Edge Networks. CoRR Qilin Fan, Jian Li, Xiuhua Li, Qiang He, Shu Fu, Sen Wang
2020	J	`jnl`	Quickest Detection of Dynamic Events in Networks. IEEE Trans. Inf. Theory Shaofeng Zou, Venugopal V. Veeravalli, Jian Li, Don Towsley
2020	A*	`conf`	RL-Bélády: A Unified Learning Framework for Content Caching. ACM Multimedia Gang Yan, Jian Li
2020	J	`jnl`	Resource Sharing in the Edge: A Distributed Bargaining-Theoretic Approach. CoRR Faheem Zafari, Prithwish Basu, Kin K. Leung, Jian Li, Ananthram Swami, Don Towsley
2019	Misc	`conf`	A Consensus-based Approach for Distributed Quickest Detection of Significant Events in Networks. ACSSC Jian Li, Don Towsley, Shaofeng Zou, Venugopal V. Veeravalli, Gabriela F. Ciocarlie
2019	—	`conf`	A TTL-based Approach for Data Aggregation in Geo-distributed Streaming Analytics. SIGMETRICS (Abstracts) Dhruv Kumar, Jian Li, Abhishek Chandra, Ramesh K. Sitaraman
2019	J	`jnl`	A TTL-based Approach for Data Aggregation in Geo-distributed Streaming Analytics. Proc. ACM Meas. Anal. Comput. Syst. Dhruv Kumar, Jian Li, Abhishek Chandra, Ramesh K. Sitaraman
2019	Misc	`conf`	Distributed Quickest Detection of Significant Events in Networks. ICASSP Shaofeng Zou, Venugopal V. Veeravalli, Jian Li, Don Towsley, Ananthram Swami
2019	B	`conf`	Jointly Compressing and Caching Data in Wireless Sensor Networks. SMARTCOMP Nitish K. Panigrahy, Jian Li, Faheem Zafari, Don Towsley, Paul L. Yu
2019	J	`jnl`	Learning-Assisted Competitive Algorithms for Peak-Aware Energy Scheduling. CoRR Russell Lee, Mohammad H. Hajiesmaili, Jian Li
2019	B	`conf`	gl2vec: learning feature representation using graphlets for directed networks. ASONAM Kun Tu, Jian Li, Don Towsley, Dave Braines, Liam D. Turner
2018	J	`jnl`	A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge Clouds. CoRR Faheem Zafari, Jian Li, Kin K. Leung, Don Towsley, Ananthram Swami
2018	—	`conf`	A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge. EdgeTech@MobiCom Faheem Zafari, Jian Li, Kin K. Leung, Don Towsley, Ananthram Swami
2018	J	`jnl`	Accurate Learning or Fast Mixing? Dynamic Adaptability of Caching Algorithms. IEEE J. Sel. Areas Commun. Jian Li, Srinivas Shakkottai, John C. S. Lui, Vijay G. Subramanian
2018	A*	`conf`	DR-Cache: Distributed Resilient Caching with Latency Guarantees. INFOCOM Jian Li, Truong Khoa Phan, Wei Koong Chai, Daphné Tuncer, George Pavlou, David Griffin, Miguel Rio
2018	B	`conf`	Joint Data Compression and Caching: Approaching Optimality with Guarantees. ICPE Jian Li, Faheem Zafari, Don Towsley, Kin K. Leung, Ananthram Swami
2018	J	`jnl`	Joint Data Compression and Caching: Approaching Optimality with Guarantees. CoRR Jian Li, Faheem Zafari, Don Towsley, Kin K. Leung, Ananthram Swami
2018	J	`jnl`	Mean Field Games in Nudge Systems for Societal Networks. ACM Trans. Model. Perform. Evaluation Comput. Syst. Jian Li, Bainan Xia, Xinbo Geng, Hao Ming, Srinivas Shakkottai, Vijay G. Subramanian, Le Xie
2018	B	`conf`	Network Cache Design Under Stationary Requests: Exact Analysis and Poisson Approximation. MASCOTS Nitish K. Panigrahy, Jian Li, Don Towsley
2018	J	`jnl`	Network Classification in Temporal Networks Using Motifs. CoRR Kun Tu, Jian Li, Don Towsley, Dave Braines, Liam D. Turner
2018	B	`conf`	Optimal Energy Tradeoff Among Communication, Computation and Caching with QoI-Guarantee. GLOBECOM Faheem Zafari, Jian Li, Kin K. Leung, Don Towsley, Ananthram Swami
2018	J	`jnl`	Quickest Detection of Dynamic Events in Networks. CoRR Shaofeng Zou, Venugopal V. Veeravalli, Jian Li, Don Towsley
2018	Misc	`conf`	Quickest Detection of Significant Events in Structured Networks. ACSSC Shaofeng Zou, Venugopal V. Veeravalli, Jian Li, Don Towsley
2018	J	`jnl`	gl2vec: Learning Feature Representation Using Graphlets for Directed Networks. CoRR Kun Tu, Jian Li, Don Towsley, Dave Braines, Liam D. Turner
2017	J	`jnl`	Accurate Learning or Fast Mixing? Dynamic Adaptability of Caching Algorithms. CoRR Jian Li, Srinivas Shakkottai, John C. S. Lui, Vijay G. Subramanian
2017	J	`jnl`	Hit Rate vs. Hit Probability Based Cache Utility Maximization. SIGMETRICS Perform. Evaluation Rev. Nitish K. Panigrahy, Jian Li, Don Towsley
2017	J	`jnl`	Incentivizing Sharing in Realtime D2D Streaming Networks: A Mean Field Game Perspective. IEEE/ACM Trans. Netw. Jian Li, Rajarshi Bhattacharyya, Suman Paul, Srinivas Shakkottai, Vijay G. Subramanian
2017	J	`jnl`	Network Cache Design under Stationary Requests: Challenges, Algorithms and Experiments. CoRR Nitish K. Panigrahy, Jian Li, Don Towsley
2017	J	`jnl`	Optimal Energy Tradeoff among Communication, Computation and Caching with QoI-Guarantee. CoRR Faheem Zafari, Jian Li, Kin K. Leung, Don Towsley, Ananthram Swami
2017	J	`jnl`	What, When and Where to Cache: A Unified Optimization Approach. CoRR Nitish K. Panigrahy, Jian Li, Faheem Zafari, Don Towsley, Paul L. Yu
2016	J	`jnl`	Incentivizing Sharing in Realtime D2D Streaming Networks: A Mean Field Game Perspective. CoRR Jian Li, Rajarshi Bhattacharyya, Suman Paul, Srinivas Shakkottai, Vijay G. Subramanian
2016	—	`conf`	Optimal resource capacity management for stochastic loss network systems with applications in clouds and data centers. CDC Jian Li
2015	A*	`conf`	Energy Coupon: A Mean Field Game Perspective on Demand Response in Smart Grids. SIGMETRICS Jian Li, Bainan Xia, Xinbo Geng, Hao Ming, Srinivas Shakkottai, Vijay G. Subramanian, Le Xie
2015	J	`jnl`	Energy Coupon: A Mean Field Game Perspective on Demand Response in Smart Grids. CoRR Jian Li, Bainan Xia, Xinbo Geng, Hao Ming, Srinivas Shakkottai, Vijay G. Subramanian, Le Xie
2015	A*	`conf`	Incentivizing sharing in realtime D2D streaming networks: A mean field game perspective. INFOCOM Jian Li, Rajarshi Bhattacharyya, Suman Paul, Srinivas Shakkottai, Vijay G. Subramanian
2012	B	`conf`	Capacity in arbitrary wireless ad hoc networks with MIMO and power constraint. GLOBECOM Jian Li, Jinbei Zhang, Luoyi Fu, Xinbing Wang, Xiaohua Tian
2012	—	`conf`	Group Multicast Capacity in Large Scale Wireless Networks. WASA Xican Yang, Jinbei Zhang, Jian Li
2012	—	`conf`	Multicast capacity of wireless ad hoc networks with infrastructure support. ICC Changliang Xie, Jian Li, Xinbing Wang, Xiaohua Tian, Yongsheng Zhang, Xiaoli Wang
2012	—	`conf`	Throughput and Delay with Network Coding in Hybrid Mobile Ad Hoc Networks: A Global Perspective. WASA Jian Li, Luoyi Fu, Xinbing Wang, Changliang Xie, Xiaohua Tian, Yongsheng Zhang, Xiaoli Wang
2011	—	`conf`	Multicast Capacity-Delay Tradeoff with Network Coding in MANETs. WASA Luoyi Fu, Jian Li, Jia Guo, Xinbing Wang, Yongsheng Zhang, Xiaoli Wang, Qun Zhao