2026 ICLR Scaling Attention via Feature Sparsity Yan Xie* , Tiansheng Wen*, Tang Da Huang , Bo Chen , Chenyu You , Stefanie Jegelka , and Yifei Wang ICLR , 2026 PDF ICLR CSRV2: Unlocking Ultra-Sparse Embeddings Lixuan Guo* , Yifei Wang* , Tiansheng Wen*, Yifan Wang , Aosong Feng , Bo Chen , Stefanie Jegelka , and Chenyu You ICLR , 2026 PDF Code Website TCSVT CAIR-Net: Reliability-Aware Information Routing for Robust Multimodal Object Detection under Modality Degradation Yuandi Su , Jialei Ni , Tiansheng Wen, Hongwei Liu , Hongtao Su , and Bo Chen TCSVT , 2026 PDF 2025 ICML Oral Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation Tiansheng Wen*, Yifei Wang* , Zequn Zeng , Zhong Peng , Yudi Su , Xinyang Liu , Bo Chen , Hongwei Liu , Stefanie Jegelka , and Chenyu You ICML, Oral Presentation (Top 1%) , 2025 PDF Code true CVPR Explaining Domain Shifts in Language: Concept erasing for Interpretable Image Classification Zequn Zeng , Yudi Su , Jianqiao Sun , Tiansheng Wen, Hao Zhang , Zhengjue Wang , Bo Chen , Hongwei Liu , and Jiawei Ma CVPR , 2025 PDF Preprint Route Experts by Sequence, not by Token Tiansheng Wen*, Yifei Wang* , Aosong Feng , Long Ma , Xinyang Liu , Yifan Wang , Lixuan Guo , Bo Chen , Stefanie Jegelka , and Chenyu You Preprint , 2025 PDF 2024 ACM MM HICEScore: A Hierarchical Metric for Image Captioning Evaluation Zequn Zeng , Jianqiao Sun , Hao Zhang , Tiansheng Wen, Yudi Su , Yan Xie , Zhengjue Wang , and Bo Chen ACM MM , 2024 PDF Preprint A Non-negative VAE:the Generalized Gamma Belief Network Zhibin Duan , Tiansheng Wen, Muyao Wang , Bo Chen , and Mingyuan Zhou Preprint , 2024 PDF Preprint Contrastive Factor Analysis Zhibin Duan* , Tiansheng Wen*, Yifei Wang , Chen Zhu , Bo Chen , and Mingyuan Zhou Preprint , 2024 PDF
