Shen, Wei

87 publications

NeurIPS 2025 A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization Wei Shen, Jiawei Zhang, Minhui Huang, Cong Shen

ICCV 2025 A Token-Level Text Image Foundation Model for Document Understanding Tongkun Guan, Zining Wang, Pei Fu, Zhengtao Guo, Wei Shen, Kai Zhou, Tiezhu Yue, Chen Duan, Hao Sun, Qianyi Jiang, Junfeng Luo, Xiaokang Yang

ICML 2025 AdaptiveStep: Automatically Dividing Reasoning Step Through Model Confidence Yuliang Liu, Junjie Lu, Chaofeng Qu, Zhaoling Chen, Zefan Cai, Jason Klein Liu, Chonghan Liu, Yunhui Xia, Li Zhao, Jiang Bian, Chuheng Zhang, Wei Shen, Zhouhan Lin

CVPR 2025 Domain Generalization in CLIP via Learning with Diverse Text Prompts Changsong Wen, Zelin Peng, Yu Huang, Xiaokang Yang, Wei Shen

NeurIPS 2025 Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback Wei Shen, Guanlin Liu, YuYue, Ruofei Zhu, Qingping Yang, Chao Xin, Lin Yan

AAAI 2025 FATE: Feature-Adapted Parameter Tuning for Vision-Language Models Zhengqin Xu, Zelin Peng, Xiaokang Yang, Wei Shen

ICCV 2025 Generalized Tensor-Based Parameter-Efficient Fine-Tuning via Lie Group Transformations Chongjie Si, Zhiyi Shi, Xuehui Wang, Yichen Xiao, Xiaokang Yang, Wei Shen

NeurIPS 2025 HPSERec: A Hierarchical Partitioning and Stepwise Enhancement Framework for Long-Tailed Sequential Recommendation Xiaolong Xu, Xudong Zhao, Haolong Xiang, Xuyun Zhang, Wei Shen, Hongsheng Hu, Lianyong Qi

NeurIPS 2025 HyperET: Efficient Training in Hyperbolic Space for Multi-Modal Large Language Models Zelin Peng, Zhengqin Xu, Qingyang Liu, Xiaokang Yang, Wei Shen

AAAI 2025 Label-Free Backdoor Attacks in Vertical Federated Learning Wei Shen, Wenke Huang, Guancheng Wan, Mang Ye

ICLR 2025 Learning LLM-as-a-Judge for Preference Alignment Ziyi Ye, Xiangsheng Li, Qiuchi Li, Qingyao Ai, Yujia Zhou, Wei Shen, Dong Yan, Yiqun Liu

NeurIPS 2025 MARS-VFL: A Unified Benchmark for Vertical Federated Learning with Realistic Evaluation Wei Shen, Weiqi Liu, Mingde Chen, Wenke Huang, Mang Ye

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

CVPR 2025 Marten: Visual Question Answering with Mask Generation for Multi-Modal Document Understanding Zining Wang, Tongkun Guan, Pei Fu, Chen Duan, Qianyi Jiang, Zhentao Guo, Shan Guo, Junfeng Luo, Wei Shen, Xiaokang Yang

NeurIPS 2025 OPMapper: Enhancing Open-Vocabulary Semantic Segmentation with Multi-Guidance Information Xuehui Wang, Chongjie Si, Xue Yang, Yuzhi Zhao, Wenhai Wang, Xiaokang Yang, Wei Shen

ICML 2025 On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures Wei Shen, Ruida Zhou, Jing Yang, Cong Shen

CVPR 2025 Parameter-Efficient Fine-Tuning in Hyperspherical Space for Open-Vocabulary Semantic Segmentation Zelin Peng, Zhengqin Xu, Zhilin Zeng, Yu Huang, Yaoming Wang, Wei Shen

ICML 2025 Policy Filtration for RLHF to Mitigate Noise in Reward Models Chuheng Zhang, Wei Shen, Li Zhao, Xuyun Zhang, Xiaolong Xu, Wanchun Dou, Jiang Bian

ICLR 2025 RMB: Comprehensively Benchmarking Reward Models in LLM Alignment Enyu Zhou, Guodong Zheng, Binghai Wang, Zhiheng Xi, Shihan Dou, Rong Bao, Wei Shen, Limao Xiong, Jessica Fan, Yurong Mou, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang

AAAI 2025 Segment Any 3D Gaussians Jiazhong Cen, Jiemin Fang, Chen Yang, Lingxi Xie, Xiaopeng Zhang, Wei Shen, Qi Tian

CVPR 2025 Star with Bilinear Mapping Zelin Peng, Yu Huang, Zhengqin Xu, Feilong Tang, Ming Hu, Xiaokang Yang, Wei Shen

ICML 2025 Tackling View-Dependent Semantics in 3D Language Gaussian Splatting Jiazhong Cen, Xudong Zhou, Jiemin Fang, Changsong Wen, Lingxi Xie, Xiaopeng Zhang, Wei Shen, Qi Tian

CVPR 2025 Understanding Fine-Tuning CLIP for Open-Vocabulary Semantic Segmentation in Hyperbolic Space Zelin Peng, Zhengqin Xu, Zhilin Zeng, Changsong Wen, Yu Huang, Menglin Yang, Feilong Tang, Wei Shen

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

NeurIPS 2025 What Do Latent Action Models Actually Learn? Chuheng Zhang, Tim Pearce, Pushi Zhang, Kaixin Wang, Xiaoyu Chen, Wei Shen, Li Zhao, Jiang Bian

ECCV 2024 Bridging Synthetic and Real Worlds for Pre-Training Scene Text Detectors Tongkun Guan, Wei Shen, Xue Yang, Xuehui Wang, Xiaokang Yang

ICMLW 2024 CD-POS: Long Context Generalization in LLMs Through Continuous and Discrete Position Synthesis Zhiyuan Hu, Yuliang Liu, Jinman Zhao, Suyuchen Wang, WangYan, Wei Shen, Chao Yin, Bryan Hooi

ICLR 2024 Improving Generalization of Alignment with Human Preferences Through Group Invariant Learning Rui Zheng, Wei Shen, Yuan Hua, Wenbin Lai, Shihan Dou, Yuhao Zhou, Zhiheng Xi, Xiao Wang, Haoran Huang, Tao Gui, Qi Zhang, Xuanjing Huang

ICML 2024 Linear Alignment: A Closed-Form Solution for Aligning Human Preferences Without Tuning and Feedback Songyang Gao, Qiming Ge, Wei Shen, Shihan Dou, Junjie Ye, Xiao Wang, Rui Zheng, Yicheng Zou, Zhi Chen, Hang Yan, Qi Zhang, Dahua Lin

NeurIPS 2024 Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation Xiaoying Zhang, Jean-François Ton, Wei Shen, Hongning Wang, Yang Liu

CVPR 2024 Parameter Efficient Fine-Tuning via Cross Block Orchestration for Segment Anything Model Zelin Peng, Zhengqin Xu, Zhilin Zeng, Lingxi Xie, Qi Tian, Wei Shen

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

ECCV 2024 PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest Transformer Tongkun Guan, Chengyu Lin, Wei Shen, Xiaokang Yang

AAAI 2024 SAM-PARSER: Fine-Tuning SAM Efficiently by Parameter Space Reconstruction Zelin Peng, Zhengqin Xu, Zhilin Zeng, Xiaokang Yang, Wei Shen

AISTATS 2024 Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization Wei Shen, Minhui Huang, Jiawei Zhang, Cong Shen

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

ICML 2024 Training Large Language Models for Reasoning Through Reverse Curriculum Reinforcement Learning Zhiheng Xi, Wenxiang Chen, Boyang Hong, Senjie Jin, Rui Zheng, Wei He, Yiwen Ding, Shichun Liu, Xin Guo, Junzhe Wang, Honglin Guo, Wei Shen, Xiaoran Fan, Yuhao Zhou, Shihan Dou, Xiao Wang, Xinbo Zhang, Peng Sun, Tao Gui, Qi Zhang, Xuanjing Huang

ECCV 2024 UniProcessor: A Text-Induced Unified Low-Level Image Processor Huiyu Duan, Xiongkuo Min, Sijing Wu, Wei Shen, Guangtao Zhai

AAAI 2024 ViTree: Single-Path Neural Tree for Step-Wise Interpretable Fine-Grained Visual Categorization Danning Lao, Qi Liu, Jiazi Bu, Junchi Yan, Wei Shen

ICCV 2023 Agglomerative Transformer for Human-Object Interaction Detection Danyang Tu, Wei Sun, Guangtao Zhai, Wei Shen

CVPR 2023 Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation Yunhao Bai, Duowen Chen, Qingli Li, Wei Shen, Yan Wang

NeurIPSW 2023 Delve into PPO: Implementation Matters for Stable RLHF Rui Zheng, Shihan Dou, Songyang Gao, Yuan Hua, Wei Shen, Binghai Wang, Yan Liu, Senjie Jin, Yuhao Zhou, Limao Xiong, Lu Chen, Zhiheng Xi, Nuo Xu, Wenbin Lai, Minghao Zhu, Haoran Huang, Tao Gui, Qi Zhang, Xuanjing Huang

AAAI 2023 Intriguing Findings of Frequency Selection for Image Deblurring Xintian Mao, Yiming Liu, Fengze Liu, Qingli Li, Wei Shen, Yan Wang

AAAI 2023 Low-Resource Personal Attribute Prediction from Conversations Yinan Liu, Hu Chen, Wei Shen, Jiaoyan Chen

CVPR 2023 MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery Duowen Chen, Yunhao Bai, Wei Shen, Qingli Li, Lequan Yu, Yan Wang

CVPR 2023 NeRFVS: Neural Radiance Fields for Free View Synthesis via Geometry Scaffolds Chen Yang, Peihao Li, Zanwei Zhou, Shanxin Yuan, Bingbing Liu, Xiaokang Yang, Weichao Qiu, Wei Shen

AAAI 2023 RePreM: Representation Pre-Training with Masked Model for Reinforcement Learning Yuanying Cai, Chuheng Zhang, Wei Shen, Xuyun Zhang, Wenjie Ruan, Longbo Huang

NeurIPS 2023 Segment Anything in 3D with NeRFs Jiazhong Cen, Zanwei Zhou, Jiemin Fang, Chen Yang, Wei Shen, Lingxi Xie, Dongsheng Jiang, Xiaopeng Zhang, Qi Tian

ICCV 2023 Self-Supervised Character-to-Character Distillation for Text Recognition Tongkun Guan, Wei Shen, Xue Yang, Qi Feng, Zekun Jiang, Xiaokang Yang

CVPR 2023 Self-Supervised Implicit Glyph Attention for Text Recognition Tongkun Guan, Chaochen Gu, Jingzheng Tu, Xue Yang, Qi Feng, Yudi Zhao, Wei Shen

ICCV 2023 USAGE: A Unified Seed Area Generation Paradigm for Weakly Supervised Semantic Segmentation Zelin Peng, Guanchun Wang, Lingxi Xie, Dongsheng Jiang, Wei Shen, Qi Tian

MIDL 2023 Unsupervised Domain Adaptation Through Shape Modeling for Medical Image Segmentation Yuan Yao, Fengze Liu, Zongwei Zhou, Yan Wang, Wei Shen, Alan Yuille, Yongyi Lu

ECCV 2022 BézierPalm: A Free Lunch for Palmprint Recognition Kai Zhao, Lei Shen, Yingyi Zhang, Chuhan Zhou, Tao Wang, Ruixin Zhang, Shouhong Ding, Wei Jia, Wei Shen

ECCV 2022 CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation Feng Wang, Huiyu Wang, Chen Wei, Alan Yuille, Wei Shen

IJCAI 2022 Community Question Answering Entity Linking via Leveraging Auxiliary Data Yuhan Li, Wei Shen, Jianbo Gao, Yadong Wang

CVPR 2022 ContrastMask: Contrastive Learning to Segment Every Thing Xuehui Wang, Kai Zhao, Ruixin Zhang, Shouhong Ding, Yan Wang, Wei Shen

CVPR 2022 End-to-End Human-Gaze-Target Detection with Transformers Danyang Tu, Xiongkuo Min, Huiyu Duan, Guodong Guo, Guangtao Zhai, Wei Shen

ICLR 2022 Image BERT Pre-Training with Online Tokenizer Jinghao Zhou, Chen Wei, Huiyu Wang, Wei Shen, Cihang Xie, Alan Yuille, Tao Kong

ECCV 2022 Iwin: Human-Object Interaction Detection via Transformer with Irregular Windows Danyang Tu, Xiongkuo Min, Huiyu Duan, Guodong Guo, Guangtao Zhai, Wei Shen

NeurIPS 2022 Video-Based Human-Object Interaction Detection from Tubelet Tokens Danyang Tu, Wei Sun, Xiongkuo Min, Guangtao Zhai, Wei Shen

ICLR 2021 CO2: Consistent Contrast for Unsupervised Visual Representation Learning Chen Wei, Huiyu Wang, Wei Shen, Alan Yuille

CVPR 2021 Deeply Shape-Guided Cascade for Instance Segmentation Hao Ding, Siyuan Qiao, Alan Yuille, Wei Shen

CVPR 2021 Dual Attention Guided Gaze Target Detection in the Wild Yi Fang, Jiapeng Tang, Wang Shen, Wei Shen, Xiao Gu, Li Song, Guangtao Zhai

NeurIPS 2021 Glance-and-Gaze Vision Transformer Qihang Yu, Yingda Xia, Yutong Bai, Yongyi Lu, Alan L. Yuille, Wei Shen

ICCV 2021 Looking Here or There? Gaze Following in 360-Degree Images Yunhao Li, Wei Shen, Zhongpai Gao, Yucheng Zhu, Guangtao Zhai, Guodong Guo

ICCVW 2021 Segmentation for Classification of Screening Pancreatic Neuroendocrine Tumors Zhuotun Zhu, Yongyi Lu, Wei Shen, Elliot K. Fishman, Alan L. Yuille

ICLR 2021 Shape-Texture Debiased Neural Network Training Yingwei Li, Qihang Yu, Mingxing Tan, Jieru Mei, Peng Tang, Wei Shen, Alan Yuille, Cihang Xie

WACV 2020 Resisting Large Data Variations via Introspective Transformation Network Yunhan Zhao, Ye Tian, Charless Fowlkes, Wei Shen, Alan Yuille

WACV 2020 Robust Face Detection via Learning Small Faces on Hard Images Zhishuai Zhang, Wei Shen, Siyuan Qiao, Yan Wang, Bo Wang, Alan Yuille

ECCV 2020 Synthesize Then Compare: Detecting Failures and Anomalies for Semantic Segmentation Yingda Xia, Yi Zhang, Fengze Liu, Wei Shen, Alan L. Yuille

ECCVW 2020 TDMPNet: Prototype Network with Recurrent Top-Down Modulation for Robust Object Classification Under Partial Occlusion Mingqing Xiao, Adam Kortylewski, Ruihai Wu, Siyuan Qiao, Wei Shen, Alan L. Yuille

ICCVW 2019 Learning to Find Correlated Features by Maximizing Information Flow in Convolutional Neural Networks Wei Shen, Fei Li, Rujie Liu

WACV 2019 Semi-Supervised 3D Abdominal Multi-Organ Segmentation via Deep Multi-Planar Co-Training Yuyin Zhou, Yan Wang, Peng Tang, Song Bai, Wei Shen, Elliot K. Fishman, Alan L. Yuille

ECCV 2018 Deep Co-Training for Semi-Supervised Image Recognition Siyuan Qiao, Wei Shen, Zhishuai Zhang, Bo Wang, Alan Yuille

ICML 2018 Gradually Updated Neural Networks for Large-Scale Image Recognition Siyuan Qiao, Zhishuai Zhang, Wei Shen, Bo Wang, Alan Yuille

IJCAI 2018 Hi-Fi: Hierarchical Feature Integration for Skeleton Detection Kai Zhao, Wei Shen, Shanghua Gao, Dandan Li, Ming-Ming Cheng

ICCVW 2017 2017 ICCV Challenge: Detecting Symmetry in the Wild Christopher Funk, Seungkyu Lee, Martin R. Oswald, Stavros Tsogkas, Wei Shen, Andrea Cohen, Sven J. Dickinson, Yanxi Liu

NeurIPS 2017 Label Distribution Learning Forests Wei Shen, Kai Zhao, Yilu Guo, Alan L. Yuille

CVPR 2017 Learning Residual Images for Face Attribute Manipulation Wei Shen, Rujie Liu

ICCV 2017 Multi-Stage Multi-Recursive-Input Fully Convolutional Networks for Neuronal Boundary Detection Wei Shen, Bin Wang, Yuan Jiang, Yan Wang, Alan Yuille

ICCV 2017 ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond Siyuan Qiao, Wei Shen, Weichao Qiu, Chenxi Liu, Alan Yuille

CVPR 2016 Multi-Oriented Text Detection with Fully Convolutional Networks Zheng Zhang, Chengquan Zhang, Wei Shen, Cong Yao, Wenyu Liu, Xiang Bai

CVPR 2016 Object Skeleton Extraction in Natural Images by Fusing Scale-Associated Deep Side Outputs Wei Shen, Kai Zhao, Yuan Jiang, Yan Wang, Zhijiang Zhang, Xiang Bai

CVPR 2015 DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection Wei Shen, Xinggang Wang, Yan Wang, Xiang Bai, Zhijiang Zhang

CVPR 2015 Symmetry-Based Text Line Detection in Natural Scenes Zheng Zhang, Wei Shen, Cong Yao, Xiang Bai

IJCAI 2013 Improving Traffic Prediction with Tweet Semantics Jingrui He, Wei Shen, Phani Divakaruni, Laura Wynter, Rick Lawrence

CVPR 2012 Exemplar-Based Human Action Pose Correction and Tagging Wei Shen, Ke Deng, Xiang Bai, Tommer Leyvand, Baining Guo, Zhuowen Tu