| 2026 | AAAI | AbductiveMLLM: Boosting Visual Abductive Reasoning Within MLLMs. | Boyu Chang, Qi Wang, Xi Guo, Zhixiong Nan, Yazhou Yao, Tianfei Zhou |
| 2025 | AAAI | Prompt Tuning In a Compact Attribute Space. | Shiyu Hou, Tianfei Zhou, Shuai Zhang, Ye Yuan, Guoren Wang |
| 2025 | CVPR | Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection. | Gensheng Pei, Tao Chen, Yujia Wang, Xinhao Cai, Xiangbo Shu, Tianfei Zhou, Yazhou Yao |
| 2025 | ICCV | CA2C: A Prior-Knowledge-Free Approach for Robust Label Noise Learning via Asymmetric Co-Learning and Co-Training. | Mengmeng Sheng, Zeren Sun, Tianfei Zhou, Xiangbo Shu, Jinshan Pan, Yazhou Yao |
| 2024 | AAAI | Label-Efficient Few-Shot Semantic Segmentation with Unsupervised Meta-Training. | Jianwu Li, Kaiyue Shi, Guo-Sen Xie, Xiaofeng Liu, Jian Zhang, Tianfei Zhou |
| 2024 | ECCV | Nonverbal Interaction Detection. | Jianan Wei, Tianfei Zhou, Yi Yang, Wenguan Wang |
| 2023 | CVPR | Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation. | Liulei Li, Wenguan Wang, Tianfei Zhou, Jianwu Li, Yi Yang |
| 2023 | CVPR | Learning Anchor Transformations for 3D Garment Animation. | Fang Zhao, Zekun Li, Shaoli Huang, Junwu Weng, Tianfei Zhou, Guo-Sen Xie, Jue Wang, Ying Shan |
| 2023 | ICCV | Core: Cooperative Reconstruction for Multi-Agent Perception. | Binglu Wang, Lei Zhang, Zhaozhong Wang, Yongqiang Zhao, Tianfei Zhou |
| 2023 | ICLR | Visual Recognition with Deep Nearest Centroids. | Wenguan Wang, Cheng Han, Tianfei Zhou, Dongfang Liu |
| 2023 | ICLR | FedFA: Federated Feature Augmentation. | Tianfei Zhou, Ender Konukoglu |
| 2023 | ICML | CLUSTSEG: Clustering for Universal Segmentation. | James Chenhao Liang, Tianfei Zhou, Dongfang Liu, Wenguan Wang |
| 2022 | AAAI | Detail-Preserving Transformer for Light Field Image Super-resolution. | Shunzhou Wang, Tianfei Zhou, Yao Lu, Huijun Di |
| 2022 | CVPR | Visual Abductive Reasoning. | Chen Liang, Wenguan Wang, Tianfei Zhou, Yi Yang |
| 2022 | CVPR | Deep Hierarchical Semantic Segmentation. | Liulei Li, Tianfei Zhou, Wenguan Wang, Jianwu Li, Yi Yang |
| 2022 | CVPR | Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning. | Liulei Li, Tianfei Zhou, Wenguan Wang, Lu Yang, Jianwu Li, Yi Yang |
| 2022 | CVPR | Rethinking Semantic Segmentation: A Prototype View. | Tianfei Zhou, Wenguan Wang, Ender Konukoglu, Luc Van Gool |
| 2022 | CVPR | Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation. | Tianfei Zhou, Meijie Zhang, Fang Zhao, Jianwu Li |
| 2021 | AAAI | Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation. | Xueyi Li, Tianfei Zhou, Jianwu Li, Yi Zhou, Zhaoxiang Zhang |
| 2021 | AAAI | Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification. | Yi Zhou, Lei Huang, Tianfei Zhou, Ling Shao |
| 2021 | CVPR | Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation. | Tianfei Zhou, Jianwu Li, Xueyi Li, Ling Shao |
| 2021 | CVPR | Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing. | Tianfei Zhou, Wenguan Wang, Si Liu, Yi Yang, Luc Van Gool |
| 2021 | CVPR | Face Forensics in the Wild. | Tianfei Zhou, Wenguan Wang, Zhiyuan Liang, Jianbing Shen |
| 2021 | ICCV | Exploring Cross-Image Pixel Contrast for Semantic Segmentation. | Wenguan Wang, Tianfei Zhou, Fisher Yu, Jifeng Dai, Ender Konukoglu, Luc Van Gool |
| 2021 | MICCAI | Quality-Aware Memory Network for Interactive Volumetric Image Segmentation. | Tianfei Zhou, Liulei Li, Gustav Bredell, Jianwu Li, Ender Konukoglu |
| 2020 | AAAI | Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification. | Chuanyi Zhang, Yazhou Yao, Huafeng Liu, Guo-Sen Xie, Xiangbo Shu, Tianfei Zhou, Zheng Zhang, Fumin Shen, Zhenmin Tang |
| 2020 | AAAI | Motion-Attentive Transition for Zero-Shot Video Object Segmentation. | Tianfei Zhou, Shunzhou Wang, Yi Zhou, Yazhou Yao, Jianwu Li, Ling Shao |
| 2020 | CVPR | Cascaded Human-Object Interaction Recognition. | Tianfei Zhou, Wenguan Wang, Siyuan Qi, Haibin Ling, Jianbing Shen |
| 2020 | ECCV | Video Object Segmentation with Episodic Graph Memory Networks. | Xiankai Lu, Wenguan Wang, Martin Danelljan, Tianfei Zhou, Jianbing Shen, Luc Van Gool |
| 2020 | ECCV | Weakly Supervised 3D Object Detection from Lidar Point Cloud. | Qinghao Meng, Wenguan Wang, Tianfei Zhou, Jianbing Shen, Luc Van Gool, Dengxin Dai |
| 2016 | ICIP | Instance significance guided multiple instance boosting for robust visual tracking. | Jinwu Liu, Yao Lu, Tianfei Zhou |
| 2015 | ICIP | Graph regularized discriminant analysis and its application to face recognition. | Tianfei Zhou, Yao Lu, Yanan Zhang |
| 2014 | CIS | Spatio-Temporal Context for More Accurate Dense Point Trajectories Estimation. | Qingxuan Shi, Yao Lu, Tianfei Zhou |