Qinglun Li - RankMe

12 papers A* 2Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Understanding Model Merging: A Unified Generalization Framework for Heterogeneous Experts. CoRR Qinglun Li, Anke Tang, Miao Zhang, Mengzhu Wang, Quanjun Yin, Li Shen
2025	J	`jnl`	Asymmetrically Decentralized Federated Learning. IEEE Trans. Computers Qinglun Li, Miao Zhang, Nan Yin, Quanjun Yin, Li Shen, Xiaochun Cao
2025	J	`jnl`	DFedADMM: Dual Constraint Controlled Model Inconsistency for Decentralize Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell. Qinglun Li, Li Shen, Guanghao Li, Quanjun Yin, Dacheng Tao
2025	J	`jnl`	DFedGFM: Pursuing global consistency for Decentralized Federated Learning via global flatness and global momentum. Neural Networks Qinglun Li, Miao Zhang, Tao Sun, Quanjun Yin, Li Shen
2025	A*	`conf`	Understanding the Stability-based Generalization of Personalized Federated Learning. ICLR Yingqi Liu, Qinglun Li, Jie Tang, Yifan Shi, Li Shen, Xiaochun Cao
2025	J	`jnl`	Unveiling the Power of Multiple Gossip Steps: A Stability-Based Generalization Analysis in Decentralized Training. CoRR Qinglun Li, Yingqi Liu, Miao Zhang, Xiaochun Cao, Quanjun Yin, Li Shen
2024	J	`jnl`	Boosting the Performance of Decentralized Federated Learning via Catalyst Acceleration. CoRR Qinglun Li, Miao Zhang, Yingqi Liu, Quanjun Yin, Li Shen, Xiaochun Cao
2024	A*	`conf`	Decentralized Directed Collaboration for Personalized Federated Learning. CVPR Yingqi Liu, Yifan Shi, Baoyuan Wu, Qinglun Li, Xueqian Wang, Li Shen
2024	J	`jnl`	Decentralized Directed Collaboration for Personalized Federated Learning. CoRR Yingqi Liu, Yifan Shi, Qinglun Li, Baoyuan Wu, Xueqian Wang, Li Shen
2024	J	`jnl`	OledFL: Unleashing the Potential of Decentralized Federated Learning via Opposite Lookahead Enhancement. CoRR Qinglun Li, Miao Zhang, Mengzhu Wang, Quanjun Yin, Li Shen
2023	J	`jnl`	Asymmetrically Decentralized Federated Learning. CoRR Qinglun Li, Miao Zhang, Nan Yin, Quanjun Yin, Li Shen
2023	J	`jnl`	DFedADMM: Dual Constraints Controlled Model Inconsistency for Decentralized Federated Learning. CoRR Qinglun Li, Li Shen, Guanghao Li, Quanjun Yin, Dacheng Tao

Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski