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Tian, Chunlin
5 publications
TMLR
2026
A Survey on Federated Fine-Tuning of Large Language Models
Yebo Wu
,
Chunlin Tian
,
Jingguang Li
,
He Sun
,
KaHou Tam
,
Zhanting Zhou
,
Haicheng Liao
,
Jing Xiong
,
Zhijiang Guo
,
Li Li
,
Cheng-zhong Xu
ICLRW
2025
AsymLoRA: Unlocking the Power of Multimodal LLMs via Asymmetric LoRA
Xuyang Wei
,
Chunlin Tian
,
Li Li
IJCAI
2024
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-Based Optimization
Zhiyuan Ning
,
Chunlin Tian
,
Meng Xiao
,
Wei Fan
,
Pengyang Wang
,
Li Li
,
Pengfei Wang
,
Yuanchun Zhou
NeurIPS
2024
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
Chunlin Tian
,
Zhan Shi
,
Zhijiang Guo
,
Li Li
,
Chengzhong Xu
ICML
2024
Ranking-Based Client Imitation Selection for Efficient Federated Learning
Chunlin Tian
,
Zhan Shi
,
Xinpeng Qin
,
Li Li
,
Cheng-Zhong Xu