| Seizing critical learning periods in federated learning G Yan, H Wang, J Li Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8788-8796, 2022 | 51* | 2022 |
| Criticalfl: A critical learning periods augmented client selection framework for efficient federated learning G Yan, H Wang, X Yuan, J Li Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 28 | 2023 |
| RL-Bélády: A unified learning framework for content caching G Yan, J Li Proceedings of the 28th ACM International Conference on Multimedia, 1009-1017, 2020 | 28 | 2020 |
| Defl: defending against model poisoning attacks in federated learning via critical learning periods awareness G Yan, H Wang, X Yuan, J Li Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10711 …, 2023 | 22 | 2023 |
| Reinforcement learning for dynamic dimensioning of cloud caches: A restless bandit approach G Xiong, S Wang, G Yan, J Li IEEE/ACM Transactions on Networking, 2023 | 21 | 2023 |
| Straggler-resilient decentralized learning via adaptive asynchronous updates G Yan*, G Xiong*, S Wang, J Li Proceedings of the Twenty-fifth International Symposium on Theory …, 2024 | 20* | 2024 |
| Learning from optimal caching for content delivery G Yan, J Li, D Towsley Proceedings of the 17th International Conference on emerging Networking …, 2021 | 18 | 2021 |
| Towards latency awareness for content delivery network caching G Yan, J Li 2022 USENIX Annual Technical Conference (USENIX ATC 22), 789-804, 2022 | 13 | 2022 |
| Deprl: Achieving linear convergence speedup in personalized decentralized learning with shared representations G Xiong, G Yan, S Wang, J Li Proceedings of the AAAI Conference on Artificial Intelligence 38 (14), 16103 …, 2024 | 4 | 2024 |
| Enhancing Model Poisoning Attacks to Byzantine-Robust Federated Learning via Critical Learning Periods G Yan, H Wang, X Yuan, J Li Proceedings of the 27th International Symposium on Research in Attacks …, 2024 | 1* | 2024 |
| See Where You Read with Eye Gaze Tracking and Large Language Model S Yang, G Yan, W Du arXiv preprint arXiv:2409.19454, 2024 | 1 | 2024 |
| FedRoLA: Robust Federated Learning Against Model Poisoning via Layer-based Aggregation G Yan, H Wang, X Yuan, J Li Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 1 | 2024 |
| Critical Learning Periods Augmented Federated Learning G Yan State University of New York at Binghamton, 2023 | | 2023 |
| When Large Models Meet Generalized Linear Models: Hierarchy Statistical Network for Secure Federated Learning G Yan, S Yang, W Du | | |
Jian LiAssistant Professor, Stony Brook Universityایمیل تأیید شده در stonybrook.edu