Publications

Chongjie Si, Zhiyi Shi, Shifan Zhang, Xiaokang Yang, Hanspeter Pfister, Wei Shen (2025). Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning. ICLR.

Chongjie Si, Xuehui Wang, Xue Yang, Zhengqin Xu, Qingyun Li, Jifeng Dai, Yu Qiao, Xiaokang Yang, Wei Shen (2025). Maintaining Structural Integrity in Parameter Spaces for Parameter Efficient Fine-Tuning. ICLR.

Chongjie Si, Jingjing Jiang, Xiaokang Yang, Wei Shen (2025). Unveiling the Mystery of Weight in Large Foundation Models: Gaussian Distribution Never Fades. Arxiv.

Chongjie Si, Xiaokang Yang, Wei Shen (2024). See Further for Parameter Efficient Fine-tuning by Standing on the Shoulders of Decomposition. Arxiv.

Chongjie Si, Xuehui Wang, Xiaokang Yang, Wei Shen (2024). Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation. ECCV.

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.

Chongjie Si, Zekun Jiang, Xuehui Wang, Yan Wang, Xiaokang Yang, Wei Shen (2024). Partial Label Learning with a Partner. AAAI, Oral.

Chongjie Si, Yuheng Jia, Ran Wang, Min-Ling Zhang, Yanghe Feng, Chongxiao Qu (2023). Multi-label Classification with High-rank and High-order Label Correlations. TKDE.

Yuheng Jia, Chongjie Si, Min-Ling Zhang (2023). Complementary Classifier Induced Partial Label Learning. KDD, Oral.