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2020 – today
- 2025
[c2]Shiwei Li, Xiandi Luo, Xing Tang, Haozhao Wang, Hao Chen, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li:
Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics. ICML 2025- [c1]Shiwei Li, Xiandi Luo, Haozhao Wang, Xing Tang, Shijie Xu, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li:
The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning. ICML 2025 - [i4]Shiwei Li, Xiandi Luo, Haozhao Wang, Xing Tang, Shijie Xu, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li:
The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning. CoRR abs/2505.23176 (2025) - [i3]Shiwei Li, Xiandi Luo, Xing Tang, Haozhao Wang, Hao Chen, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li:
Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics. CoRR abs/2505.23194 (2025) - [i2]Shiwei Li, Xiandi Luo, Haozhao Wang, Xing Tang, Ziqiang Cui, Dugang Liu, Yuhua Li, Xiuqiang He, Ruixuan Li:
BoRA: Towards More Expressive Low-Rank Adaptation with Block Diversity. CoRR abs/2508.06953 (2025) - [i1]Shiwei Li, Xiandi Luo, Haozhao Wang, Xing Tang, Ziqiang Cui, Dugang Liu, Yuhua Li, Xiuqiang He, Ruixuan Li:
Beyond Higher Rank: Token-wise Input-Output Projections for Efficient Low-Rank Adaptation. CoRR abs/2510.23123 (2025)
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