Selected Publications

You can find my articles on Full-Publications page or my Google Scholar profile.

Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning
See Further for Parameter Efficient Fine-tuning by Standing on the Shoulders of Decomposition
Recent Publications

You can find my articles on Full-Publications page or my Google Scholar profile.

Chongjie Si, Zhiyi Shi, Shifan Zhang, Xiaokang Yang, Hanspeter Pfister, Wei Shen (2024). Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning. Arxiv.
PDF Cite Code Project QbitAI ZHIHU
Chongjie Si, Xiaokang Yang, Wei Shen (2024). See Further for Parameter Efficient Fine-tuning by Standing on the Shoulders of Decomposition. Arxiv.
PDF Cite Code QbitAI AIGC
Chongjie Si, Xuehui Wang, Xue Yang, Zhengqin Xu, Qingyun Li, Jifeng Dai, Yu Qiao, Xiaokang Yang, Wei Shen (2024). FLoRA: Low-Rank Core Space for N-dimension. Arxiv.
PDF Cite Code QbitAI AIGC Zhihu
Chongjie Si, Xuehui Wang, Xiaokang Yang, Wei Shen (2024). Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation. ECCV.
PDF Cite Poster
Chongjie Si, Xuehui Wang, Yan Wang, Xiaokang Yang, Wei Shen (2024). Appeal: Allow Mislabeled Samples the Chance to be Rectified in Partial Label Learning. Arxiv.
PDF Cite Code
See all