Chongjie Si
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Publications
2025, COLM.
Zhiyi Shi
,
Binjie Wang
,
Chongjie Si
,
Yichen Wu
,
Junsik Kim
,
Hanspeter Pfister
.
DualEdit: Dual Editing for Knowledge Updating in Vision-Language Models
.
PDF
Cite
2025, arXiv.
Chongjie Si
,
Xuankun Yang
,
Muqing Liu
,
Yadao Wang
,
Xiaokang Yang
,
Wenbo Su
,
Bo Zheng
,
Wei Shen
.
Weight Spectra Induced Efficient Model Adaptation
.
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Cite
2025, arXiv.
Chongjie Si
,
Zhiyi Shi
,
Yadao Wang
,
Xiaokang Yang
,
Susanto Rahardja
,
Wei Shen
.
MAP: Revisiting Weight Decomposition for Low-Rank Adaptation
.
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Cite
2025, arXiv.
Chongjie Si
,
Yidan Cui
,
Fuchao Yang,
,
Xiaokang Yang
,
Wei Shen
.
Revisiting Sparsity Constraint Under High-Rank Property in Partial Multi-Label Learning
.
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Cite
2025, arXiv.
Chongjie Si
,
Yidan Cui
,
Fuchao Yang
,
Xiaokang Yang
,
Wei Shen
.
Why Can Accurate Models Be Learned from Inaccurate Annotations?
.
PDF
Cite
Code
Zhihu
2025, arXiv.
Chongjie Si
,
Kangtao Lv
,
Jingjing Jiang
,
Yadao Wang
,
Yongwei Wang
,
Xiaokang Yang
,
Wenbo Su
,
Bo Zheng
,
Wei Shen
.
NAN: A Training-Free Solution to Coefficient Estimation in Model Merging
.
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Cite
Zhihu
2025, ICCV.
Chongjie Si
,
Zhiyi Shi
,
Xuehui Wang
,
Yichen Xiao
,
Xiaokang Yang
,
Wei Shen
.
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations
.
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Code
Zhihu
2025, ICLR.
Chongjie Si
,
Zhiyi Shi
,
Shifan Zhang
,
Xiaokang Yang
,
Hanspeter Pfister
,
Wei Shen
.
Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning
.
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Code
Poster
Project
QbitAI
ZHIHU
2025, ICLR.
Chongjie Si
,
Xuehui Wang
,
Xue Yang
,
Zhengqin Xu
,
Qingyun Li
,
Jifeng Dai
,
Yu Qiao
,
Xiaokang Yang
,
Wei Shen
.
Maintaining Structural Integrity in Parameter Spaces for Parameter Efficient Fine-Tuning
.
PDF
Cite
Code
Poster
QbitAI
AIGC
Zhihu
2025, arXiv.
Chongjie Si
,
Jingjing Jiang
,
Xiaokang Yang
,
Wei Shen
.
Unveiling the Mystery of Weight in Large Foundation Models: Gaussian Distribution Never Fades
.
PDF
Cite
2024, arXiv.
Chongjie Si
,
Xiaokang Yang
,
Wei Shen
.
See Further for Parameter Efficient Fine-tuning by Standing on the Shoulders of Decomposition
.
PDF
Cite
Code
QbitAI
MIT Technology
AIGC
2024, ECCV.
Chongjie Si
,
Xuehui Wang
,
Xiaokang Yang
,
Wei Shen
.
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation
.
PDF
Cite
Poster
2024, arXiv.
Chongjie Si
,
Xuehui Wang
,
Yan Wang
,
Xiaokang Yang
,
Wei Shen
.
Appeal: Allow Mislabeled Samples the Chance to be Rectified in Partial Label Learning
.
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Code
2024, AAAI,
Oral
.
Chongjie Si
,
Zekun Jiang
,
Xuehui Wang
,
Yan Wang
,
Xiaokang Yang
,
Wei Shen
.
Partial Label Learning with a Partner
.
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Cite
Code
Poster
2023, TKDE.
Chongjie Si
,
Yuheng Jia
,
Ran Wang
,
Min-Ling Zhang
,
Yanghe Feng
,
Chongxiao Qu
.
Multi-label Classification with High-rank and High-order Label Correlations
.
PDF
Cite
Code
2023, KDD,
Oral
.
Yuheng Jia
,
Chongjie Si
,
Min-Ling Zhang
.
Complementary Classifier Induced Partial Label Learning
.
PDF
Cite
Code
Poster
Video