Zhang, Tao

64 publications

ICCV 2025 Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs Yikang Zhou, Tao Zhang, Shilin Xu, Shihao Chen, Qianyu Zhou, Yunhai Tong, Shunping Ji, Jiangning Zhang, Lu Qi, Xiangtai Li

ICLR 2025 CL-DiffPhyCon: Closed-Loop Diffusion Control of Complex Physical Systems Long Wei, Haodong Feng, Yuchen Yang, Ruiqi Feng, Peiyan Hu, Xiang Zheng, Tao Zhang, Dixia Fan, Tailin Wu

NeurIPS 2025 Diffusion Model as a Noise-Aware Latent Reward Model for Step-Level Preference Optimization Tao Zhang, Cheng Da, Kun Ding, Huan Yang, Kun Jin, Yan Li, Tingting Gao, Di Zhang, Shiming Xiang, Chunhong Pan

ICML 2025 From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control Peiyan Hu, Xiaowei Qian, Wenhao Deng, Rui Wang, Haodong Feng, Ruiqi Feng, Tao Zhang, Long Wei, Yue Wang, Zhi-Ming Ma, Tailin Wu

ICLR 2025 High-Dimension Prototype Is a Better Incremental Object Detection Learner Yanjie Wang, Liqun Chen, Tianming Zhao, Tao Zhang, Guodong Wang, Luxin Yan, Sheng Zhong, Jiahuan Zhou, Xu Zou

ICML 2025 M2PDE: Compositional Generative Multiphysics and Multi-Component PDE Simulation Tao Zhang, Zhenhai Liu, Feipeng Qi, Yongjun Jiao, Tailin Wu

ICCV 2025 MCAM: Multimodal Causal Analysis Model for Ego-Vehicle-Level Driving Video Understanding Tongtong Cheng, Rongzhen Li, Yixin Xiong, Tao Zhang, Jing Wang, Kai Liu

ICLR 2025 Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment Jinhao Jiang, Junyi Li, Xin Zhao, Yang Song, Tao Zhang, Ji-Rong Wen

CVPR 2025 Noise Calibration and Spatial-Frequency Interactive Network for STEM Image Enhancement Hesong Li, Ziqi Wu, Ruiwen Shao, Tao Zhang, Ying Fu

ICML 2025 On Path to Multimodal Generalist: General-Level and General-Bench Hao Fei, Yuan Zhou, Juncheng Li, Xiangtai Li, Qingshan Xu, Bobo Li, Shengqiong Wu, Yaoting Wang, Junbao Zhou, Jiahao Meng, Qingyu Shi, Zhiyuan Zhou, Liangtao Shi, Minghe Gao, Daoan Zhang, Zhiqi Ge, Siliang Tang, Kaihang Pan, Yaobo Ye, Haobo Yuan, Tao Zhang, Weiming Wu, Tianjie Ju, Zixiang Meng, Shilin Xu, Liyu Jia, Wentao Hu, Meng Luo, Jiebo Luo, Tat-Seng Chua, Shuicheng Yan, Hanwang Zhang

AAAI 2025 Point Cloud Mamba: Point Cloud Learning via State Space Model Tao Zhang, Haobo Yuan, Lu Qi, Jiangning Zhang, Qianyu Zhou, Shunping Ji, Shuicheng Yan, Xiangtai Li

AAAI 2025 Robust Graph Based Social Recommendation Through Contrastive Multi-View Learning Fei Xiong, Tao Zhang, Shirui Pan, Guixun Luo, Liang Wang

ICLR 2025 SysBench: Can LLMs Follow System Message? Yanzhao Qin, Tao Zhang, Tao Zhang, Yanjun Shen, Wenjing Luo, Sunhaoze, Yan Zhang, Yujing Qiao, Weipeng Chen, Zenan Zhou, Wentao Zhang, Bin Cui

AAAI 2025 THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings Bowen Deng, Tong Wang, Lele Fu, Sheng Huang, Chuan Chen, Tao Zhang

ICLR 2025 UNIP: Rethinking Pre-Trained Attention Patterns for Infrared Semantic Segmentation Tao Zhang, Jinyong Wen, Zhen Chen, Kun Ding, Shiming Xiang, Chunhong Pan

ICLR 2025 Wavelet Diffusion Neural Operator Peiyan Hu, Rui Wang, Xiang Zheng, Tao Zhang, Haodong Feng, Ruiqi Feng, Long Wei, Yue Wang, Zhi-Ming Ma, Tailin Wu

AAAI 2024 A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling Ye Wang, Huazheng Pan, Tao Zhang, Wen Wu, Wenxin Hu

NeurIPSW 2024 A Probabilistic Generative Method for Safe Physical System Control Problems Peiyan Hu, Xiaowei Qian, Wenhao Deng, Rui Wang, Haodong Feng, Ruiqi Feng, Tao Zhang, Long Wei, Yue Wang, Zhi-Ming Ma, Tailin Wu

ICLR 2024 Compositional Generative Inverse Design Tailin Wu, Takashi Maruyama, Long Wei, Tao Zhang, Yilun Du, Gianluca Iaccarino, Jure Leskovec

AAAI 2024 Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling Jie Han, Yixiong Zou, Haozhao Wang, Jun Wang, Wei Liu, Yao Wu, Tao Zhang, Ruixuan Li

CoRL 2024 DexCatch: Learning to Catch Arbitrary Objects with Dexterous Hands Fengbo Lan, Shengjie Wang, Yunzhe Zhang, Haotian Xu, Oluwatosin OluwaPelumi Oseni, Ziye Zhang, Yang Gao, Tao Zhang

NeurIPS 2024 DiffPhyCon: A Generative Approach to Control Complex Physical Systems Long Wei, Peiyan Hu, Ruiqi Feng, Haodong Feng, Yixuan Du, Tao Zhang, Rui Wang, Yue Wang, Zhi-Ming Ma, Tailin Wu

ICLRW 2024 Generative PDE Control Long Wei, Peiyan Hu, Ruiqi Feng, Yixuan Du, Tao Zhang, Rui Wang, Yue Wang, Zhi-Ming Ma, Tailin Wu

ECCV 2024 Improving Video Segmentation via Dynamic Anchor Queries Yikang Zhou, Tao Zhang, Xiangtai Li, Shunping Ji, Shuicheng Yan

IJCAI 2024 MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of Music Zihao Wang, Shuyu Li, Tao Zhang, Qi Wang, Pengfei Yu, Jinyang Luo, Yan Liu, Ming Xi, Kejun Zhang

NeurIPS 2024 OMG-LLaVA: Bridging Image-Level, Object-Level, Pixel-Level Reasoning and Understanding Tao Zhang, Xiangtai Li, Hao Fei, Haobo Yuan, Shengqiong Wu, Shunping Ji, Chen Change Loy, Shuicheng Yan

AAAI 2024 OSFFNet: Omni-Stage Feature Fusion Network for Lightweight Image Super-Resolution Yang Wang, Tao Zhang

ACML 2024 PISDR: Page and Item Sequential Decision for Re-Ranking Based on Offline Reinforcement Learning Zheng Yuan, Qian Wan, Tao Zhang, Chengfu Huo

NeurIPSW 2024 Self-Supervised Video Instance Segmentation Can Boost Geographic Entity Alignment in Historical Maps Xue Xia, Randall Balestriero, Tao Zhang, Lorenz Hurni

AAAI 2024 Your Career Path Matters in Person-Job Fit Zhuocheng Gong, Yang Song, Tao Zhang, Ji-Rong Wen, Dongyan Zhao, Rui Yan

CoRL 2023 A Policy Optimization Method Towards Optimal-Time Stability Shengjie Wang, Lan Fengb, Xiang Zheng, Yuxue Cao, Oluwatosin OluwaPelumi Oseni, Haotian Xu, Tao Zhang, Yang Gao

NeurIPSW 2023 Compositional Generative Inverse Design Tailin Wu, Takashi Maruyama, Long Wei, Tao Zhang, Yilun Du, Gianluca Iaccarino, Jure Leskovec

ICCV 2023 DVIS: Decoupled Video Instance Segmentation Framework Tao Zhang, Xingye Tian, Yu Wu, Shunping Ji, Xuebo Wang, Yuan Zhang, Pengfei Wan

NeurIPS 2023 Statistical Insights into HSIC in High Dimensions Tao Zhang, Yaowu Zhang, Tingyou Zhou

CVPR 2022 CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Rui-Wei Zhao, Tao Zhang, Xuequan Lu, Shang Gao

AAAI 2022 Deep Spatial Adaptive Network for Real Image Demosaicing Tao Zhang, Ying Fu, Cheng Li

CVPR 2022 E2EC: An End-to-End Contour-Based Method for High-Quality High-Speed Instance Segmentation Tao Zhang, Shiqing Wei, Shunping Ji

ECCV 2022 Kernel Relative-Prototype Spectral Filtering for Few-Shot Learning Tao Zhang, Wu Huang

CVPRW 2022 NTIRE 2022 Challenge on Perceptual Image Quality Assessment Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Radu Timofte, Yuan Gong, Shanshan Lao, Shuwei Shi, Jiahao Wang, Sidi Yang, Tianhe Wu, Weihao Xia, Yujiu Yang, Mingdeng Cao, Cong Heng, Lingzhi Fu, Rongyu Zhang, Yusheng Zhang, Hao Wang, Hongjian Song, Jing Wang, Haotian Fan, Xiaoxia Hou, Ming Sun, Mading Li, Kai Zhao, Kun Yuan, Zishang Kong, Mingda Wu, Chuanchuan Zheng, Marcos V. Conde, Maxime Burchi, Longtao Feng, Tao Zhang, Yang Li, Jingwen Xu, Haiqiang Wang, Yiting Liao, Junlin Li, Kele Xu, Tao Sun, Yunsheng Xiong, Abhisek Keshari, Komal, Sadbhawana Thakur, Vinit Jakhetiya, Badri N. Subudhi, Hao-Hsiang Yang, Hua-En Chang, Zhi-Kai Huang, Wei-Ting Chen, Sy-Yen Kuo, Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Anil Kumar Tiwari

NeurIPSW 2022 PerFedSI: A Framework for Personalized Federated Learning with Side Information Liam Collins, Enmao Diao, Tanya Roosta, Jie Ding, Tao Zhang

AAAI 2022 RRL: Regional Rotate Layer in Convolutional Neural Networks Zongbo Hao, Tao Zhang, Mingwang Chen, Kaixu Zhou

NeurIPS 2022 Self-Aware Personalized Federated Learning Huili Chen, Jie Ding, Eric W. Tramel, Shuang Wu, Anit Kumar Sahu, Salman Avestimehr, Tao Zhang

IJCAI 2022 TCCNet: Temporally Consistent Context-Free Network for Semi-Supervised Video Polyp Segmentation Xiaotong Li, Jilan Xu, Yuejie Zhang, Rui Feng, Rui-Wei Zhao, Tao Zhang, Xuequan Lu, Shang Gao

AAAI 2021 Generative Partial Visual-Tactile Fused Object Clustering Tao Zhang, Yang Cong, Gan Sun, Jiahua Dong, Yuyang Liu, Zhengming Ding

ICCV 2021 Hyperspectral Image Denoising with Realistic Data Tao Zhang, Ying Fu, Cheng Li

ICCV 2021 M3D-VTON: A Monocular-to-3D Virtual Try-on Network Fuwei Zhao, Zhenyu Xie, Michael Kampffmeyer, Haoye Dong, Songfang Han, Tianxiang Zheng, Tao Zhang, Xiaodan Liang

AAAI 2020 DARB: A Density-Adaptive Regular-Block Pruning for Deep Neural Networks Ao Ren, Tao Zhang, Yuhao Wang, Sheng Lin, Peiyan Dong, Yen-Kuang Chen, Yuan Xie, Yanzhi Wang

AAAI 2020 Visual Tactile Fusion Object Clustering Tao Zhang, Yang Cong, Gan Sun, Qianqian Wang, Zhengming Ding

AAAI 2020 Zero-Shot Sketch-Based Image Retrieval via Graph Convolution Network Zhaolong Zhang, Yuejie Zhang, Rui Feng, Tao Zhang, Weiguo Fan

IJCAI 2019 ARMIN: Towards a More Efficient and Light-Weight Recurrent Memory Network Zhangheng Li, Jia-Xing Zhong, Jingjia Huang, Tao Zhang, Thomas H. Li, Ge Li

AAAI 2019 Fully Convolutional Video Captioning with Coarse-to-Fine and Inherited Attention Kuncheng Fang, Lian Zhou, Cheng Jin, Yuejie Zhang, Kangnian Weng, Tao Zhang, Weiguo Fan

IJCAI 2019 Mask and Infill: Applying Masked Language Model for Sentiment Transfer Xing Wu, Tao Zhang, Liangjun Zang, Jizhong Han, Songlin Hu

CVPRW 2019 NTIRE 2019 Image Dehazing Challenge Report Codruta O. Ancuti, Cosmin Ancuti, Radu Timofte, Luc Van Gool, Lei Zhang, Ming-Hsuan Yang, Tiantong Guo, Xuelu Li, Venkateswararao Cherukuri, Vishal Monga, Hao Jiang, Siyuan Yang, Yan Liu, Xiaochao Qu, Pengfei Wan, Dongwon Park, Se Young Chun, Ming Hong, Jinying Huang, Yizi Chen, Shuxin Chen, Bomin Wang, Pablo Navarrete Michelini, Hanwen Liu, Dan Zhu, Jing Liu, Sanchayan Santra, Ranjan Mondal, Bhabatosh Chanda, Peter Morales, Tzofi Klinghoffer, Le Manh Quan, Yong-Guk Kim, Xiao Liang, Runde Li, Jinshan Pan, Jinhui Tang, Kuldeep Purohit, Maitreya Suin, A. N. Rajagopalan, Raimondo Schettini, Simone Bianco, Flavio Piccoli, Claudio Cusano, Luigi Celona, Sunhee Hwang, Yu Seung Ma, Hyeran Byun, Subrahmanyam Murala, Akshay Dudhane, Harshjeet Singh Aulakh, Tianxiang Zheng, Tao Zhang, Weining Qin, Runnan Zhou, Shanhu Wang, Jean-Philippe Tarel, Chuansheng Wang, Jiawei Wu

AAAI 2019 SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction Zhongnian Li, Tao Zhang, Peng Wan, Daoqiang Zhang

ECCV 2018 Joint Camera Spectral Sensitivity Selection and Hyperspectral Image Recovery Ying Fu, Tao Zhang, Yinqiang Zheng, Debing Zhang, Hua Huang

ECCVW 2018 PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results Mehrdad Shoeiby, Antonio Robles-Kelly, Radu Timofte, Ruofan Zhou, Fayez Lahoud, Sabine Süsstrunk, Zhiwei Xiong, Zhan Shi, Chang Chen, Dong Liu, Zheng-Jun Zha, Feng Wu, Kaixuan Wei, Tao Zhang, Lizhi Wang, Ying Fu, Koushik Nagasubramanian, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian

AAAI 2018 SAP: Self-Adaptive Proposal Model for Temporal Action Detection Based on Reinforcement Learning Jingjia Huang, Nannan Li, Tao Zhang, Ge Li, Tiejun Huang, Wen Gao

IJCAI 2013 Cross Lingual Entity Linking with Bilingual Topic Model Tao Zhang, Kang Liu, Jun Zhao

CVPR 2007 Two Thresholds Are Better than One Tao Zhang, Terrance E. Boult, Rc Johnson

CVPR 2005 Interactive Graph Cut Based Segmentation with Shape Priors Daniel Freedman, Tao Zhang

CVPR 2004 Model-Based Multi-Object Segmentation via Distribution Matching Daniel Freedman, Richard J. Radke, Tao Zhang, Yongwon Jeong, George T. Y. Chen

CVPRW 2004 Model-Based Multi-Object Segmentation via Distribution Matching Daniel Freedman, Richard J. Radke, Tao Zhang, Yongwon Jeong, George T. Y. Chen

ICCV 2003 Tracking Objects Using Density Matching and Shape Priors Tao Zhang, Daniel Freedman