Gang Yan

18 papers A* 7A 3B 1Journal 5Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	FedDiAL: Adaptive Federated Learning with Hierarchical Discriminative Network for Large Pre-trained Models. KDD (2) Gang Yan, Wan Du
2025	A	`conf`	FedSTEP: Asynchronous and Staleness-Aware Personalization for Efficient Federated Learning. CIKM Gang Yan, Jian Li, Wan Du
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	B	`conf`	Straggler-Resilient Decentralized Learning via Adaptive Asynchronous Updates. MobiHoc Guojun Xiong, Gang Yan, Shiqiang Wang, Jian Li
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	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`	Straggler-Resilient Decentralized Learning via Adaptive Asynchronous Updates. CoRR Guojun Xiong, Gang Yan, Shiqiang Wang, Jian Li
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	J	`jnl`	Critical Learning Periods in Federated Learning. CoRR Gang Yan, Hao Wang, Jian Li
2021	A	`conf`	Learning from optimal caching for content delivery. CoNEXT Gang Yan, Jian Li, Don Towsley
2021	J	`jnl`	Straggler-Resilient Distributed Machine Learning with Dynamic Backup Workers. CoRR Guojun Xiong, Gang Yan, Rahul Singh, Jian Li
2020	A*	`conf`	RL-Bélády: A Unified Learning Framework for Content Caching. ACM Multimedia Gang Yan, Jian Li