Jian Li
Orcid: 0000-0003-3642-3569Affiliations:
- Binghamton University (SUNY), Department of Electrical and Computer Engineering, Binghamton, NY, USA
- University of Massachusetts, College of Information and Computer Sciences, Amherst, MA, USA (2017 - 2019)
- Texas A&M University, Department of Electrical and Computer Engineering, College Station, TX, USA (PhD 2016)
- Shanghai Jiao Tong University, Department of Electronic Engineering, Shanghai, China
According to our database1,
Jian Li
authored at least 77 papers
between 2011 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Freyr $^+$+: Harvesting Idle Resources in Serverless Computing via Deep Reinforcement Learning.
IEEE Trans. Parallel Distributed Syst., November, 2024
Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks.
IEEE Trans. Wirel. Commun., October, 2024
Whittle Index-Based Q-Learning for Wireless Edge Caching With Linear Function Approximation.
IEEE/ACM Trans. Netw., October, 2024
Wirel. Networks, July, 2024
DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback.
CoRR, 2024
Enhancing Model Poisoning Attacks to Byzantine-Robust Federated Learning via Critical Learning Periods.
Proceedings of the 27th International Symposium on Research in Attacks, 2024
Proceedings of the Twenty-fifth International Symposium on Theory, 2024
FedRoLA: Robust Federated Learning Against Model Poisoning via Layer-based Aggregation.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Provably Efficient Reinforcement Learning for Adversarial Restless Multi-Armed Bandits with Unknown Transitions and Bandit Feedback.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing.
Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024
Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Netw. Serv. Manag., December, 2023
Reinforcement Learning for Dynamic Dimensioning of Cloud Caches: A Restless Bandit Approach.
IEEE/ACM Trans. Netw., October, 2023
CriticalFL: A Critical Learning Periods Augmented Client Selection Framework for Efficient Federated Learning.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023
DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
DRL-D: Revenue-Aware Online Service Function Chain Deployment via Deep Reinforcement Learning.
IEEE Trans. Netw. Serv. Manag., December, 2022
IEEE Internet Things J., 2022
Model-free Reinforcement Learning for Content Caching at the Wireless Edge via Restless Bandits.
CoRR, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the 2022 USENIX Annual Technical Conference, 2022
Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Index-aware reinforcement learning for adaptive video streaming at the wireless edge.
Proceedings of the MobiHoc '22: The Twenty-third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Seoul, Republic of Korea, October 17, 2022
Proceedings of the IEEE Global Communications Conference, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Reinforcement Learning Augmented Asymptotically Optimal Index Policy for Finite-Horizon Restless Bandits.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Netw. Serv. Manag., 2021
PA-Cache: Evolving Learning-Based Popularity- Aware Content Caching in Edge Networks.
IEEE Trans. Netw. Serv. Manag., 2021
FedADMP: A Joint Anomaly Detection and Mobility Prediction Framework via Federated Learning.
EAI Endorsed Trans. Security Safety, 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
Proceedings of the Performance Evaluation Methodologies and Tools, 2021
Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021
Proceedings of the CoNEXT '21: The 17th International Conference on emerging Networking EXperiments and Technologies, Virtual Event, Munich, Germany, December 7, 2021
Proceedings of the 55th Annual Conference on Information Sciences and Systems, 2021
2020
Optimal Energy Consumption for Communication, Computation, Caching, and Quality Guarantee.
IEEE Trans. Control. Netw. Syst., 2020
Federated Learning for Resource-Constrained IoT Devices: Panoramas and State-of-the-art.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Network cache design under stationary requests: Exact analysis and Poisson approximation.
Comput. Networks, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Proceedings of the IEEE Global Communications Conference, 2020
2019
Proc. ACM Meas. Anal. Comput. Syst., 2019
CoRR, 2019
Proceedings of the IEEE International Conference on Smart Computing, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
A Consensus-based Approach for Distributed Quickest Detection of Significant Events in Networks.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018
IEEE J. Sel. Areas Commun., 2018
A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge Clouds.
CoRR, 2018
Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018
A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge.
Proceedings of the 2018 on Technologies for the Wireless Edge Workshop, 2018
Network Cache Design Under Stationary Requests: Exact Analysis and Poisson Approximation.
Proceedings of the 26th IEEE International Symposium on Modeling, 2018
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018
Optimal Energy Tradeoff Among Communication, Computation and Caching with QoI-Guarantee.
Proceedings of the IEEE Global Communications Conference, 2018
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
Incentivizing Sharing in Realtime D2D Streaming Networks: A Mean Field Game Perspective.
IEEE/ACM Trans. Netw., 2017
SIGMETRICS Perform. Evaluation Rev., 2017
Network Cache Design under Stationary Requests: Challenges, Algorithms and Experiments.
CoRR, 2017
2016
Optimal resource capacity management for stochastic loss network systems with applications in clouds and data centers.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
2015
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015
2012
Proceedings of the Wireless Algorithms, Systems, and Applications, 2012
Throughput and Delay with Network Coding in Hybrid Mobile Ad Hoc Networks: A Global Perspective.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2012
Proceedings of IEEE International Conference on Communications, 2012
Proceedings of the 2012 IEEE Global Communications Conference, 2012
2011
Proceedings of the Wireless Algorithms, Systems, and Applications, 2011