| 2026 | AAAI | GOAL: Geometrically Optimal Alignment for Continual Generalized Category Discovery. | Jizhou Han, Chenhao Ding, Songlin Dong, Yuhang He, Shaokun Wang, Qiang Wang, Yihong Gong |
| 2026 | AAAI | Shared & Domain Self-Adaptive Experts with Frequency-Aware Discrimination for Continual Test-Time Adaptation. | Jianchao Zhao, Chenhao Ding, Songlin Dong, Jiangyang Li, Qiang Wang, Yuhang He, Yihong Gong |
| 2025 | AAAI | DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype. | Qiang Wang, Yuhang He, Songlin Dong, Xiang Song, Jizhou Han, Haoyu Luo, Yihong Gong |
| 2025 | ACL | SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning. | Chenhao Ding, Jiangyang Li, Songlin Dong, Xinyuan Gao, Yuhang He, Yihong Gong |
| 2025 | CVPR | Learning Endogenous Attention for Incremental Object Detection. | Xiang Song, Yuhang He, Jingyuan Li, Qiang Wang, Yihong Gong |
| 2025 | CVPR | Autoregressive Sequential Pretraining for Visual Tracking. | Shiyi Liang, Yifan Bai, Yihong Gong, Xing Wei |
| 2025 | CVPR | Dynamic Integration of Task-Specific Adapters for Class Incremental Learning. | Jiashuo Li, Shaokun Wang, Bo Qian, Yuhang He, Xing Wei, Qiang Wang, Yihong Gong |
| 2025 | CVPR | Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need. | Qiang Wang, Xiang Song, Yuhang He, Jizhou Han, Chenhao Ding, Xinyuan Gao, Yihong Gong |
| 2024 | AAAI | Non-exemplar Domain Incremental Object Detection via Learning Domain Bias. | Xiang Song, Yuhang He, Songlin Dong, Yihong Gong |
| 2024 | AAAI | Evolving Parameterized Prompt Memory for Continual Learning. | Muhammad Rifki Kurniawan, Xiang Song, Zhiheng Ma, Yuhang He, Yihong Gong, Yang Qi, Xing Wei |
| 2024 | CVPR | ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe. | Yifan Bai, Zeyang Zhao, Yihong Gong, Xing Wei |
| 2024 | CVPR | DYSON: Dynamic Feature Space Self-Organization for Online Task-Free Class Incremental Learning. | Yuhang He, Yingjie Chen, Yuhan Jin, Songlin Dong, Xing Wei, Yihong Gong |
| 2024 | ECCV | Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning. | Xinyuan Gao, Songlin Dong, Yuhang He, Qiang Wang, Yihong Gong |
| 2024 | ECCV | Non-exemplar Domain Incremental Learning via Cross-Domain Concept Integration. | Qiang Wang, Yuhang He, Songlin Dong, Xinyuan Gao, Shaokun Wang, Yihong Gong |
| 2024 | ECCV | Projecting Points to Axes: Oriented Object Detection via Point-Axis Representation. | Zeyang Zhao, Qilong Xue, Yuhang He, Yifan Bai, Xing Wei, Yihong Gong |
| 2024 | WACV | Overcoming Catastrophic Forgetting for Multi-Label Class-Incremental Learning. | Xiang Song, Kuang Shu, Songlin Dong, Jie Cheng, Xing Wei, Yihong Gong |
| 2023 | CVPR | DKT: Diverse Knowledge Transfer Transformer for Class Incremental Learning. | Xinyuan Gao, Yuhang He, Songlin Dong, Jie Cheng, Xing Wei, Yihong Gong |
| 2023 | CVPR | Autoregressive Visual Tracking. | Xing Wei, Yifan Bai, Yongchao Zheng, Dahu Shi, Yihong Gong |
| 2023 | ICCV | Knowledge Restore and Transfer for Multi-Label Class-Incremental Learning. | Songlin Dong, Haoyu Luo, Yuhang He, Xing Wei, Jie Cheng, Yihong Gong |
| 2023 | IJCAI | Learning Attention from Attention: Efficient Self-Refinement Transformer for Face Super-Resolution. | Guanxin Li, Jingang Shi, Yuan Zong, Fei Wang, Tian Wang, Yihong Gong |
| 2022 | IJCAI | IDPT: Interconnected Dual Pyramid Transformer for Face Super-Resolution. | Jingang Shi, Yusi Wang, Songlin Dong, Xiaopeng Hong, Zitong Yu, Fei Wang, Changxin Wang, Yihong Gong |
| 2021 | AAAI | Few-Shot Class-Incremental Learning via Relation Knowledge Distillation. | Songlin Dong, Xiaopeng Hong, Xiaoyu Tao, Xinyuan Chang, Xing Wei, Yihong Gong |
| 2021 | AAAI | Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting. | Yuhang He, Zhiheng Ma, Xing Wei, Xiaopeng Hong, Wei Ke, Yihong Gong |
| 2021 | AAAI | Learning to Count via Unbalanced Optimal Transport. | Zhiheng Ma, Xing Wei, Xiaopeng Hong, Hui Lin, Yunfeng Qiu, Yihong Gong |
| 2021 | CVPR | Know Your Surroundings: Panoramic Multi-Object Tracking by Multimodality Collaboration. | Yuhang He, Wentao Yu, Jie Han, Xing Wei, Xiaopeng Hong, Yihong Gong |
| 2021 | ICCV | Towards A Universal Model for Cross-Dataset Crowd Counting. | Zhiheng Ma, Xiaopeng Hong, Xing Wei, Yunfeng Qiu, Yihong Gong |
| 2021 | ICIP | Anomaly Detection Via Self-Organizing Map. | Ning Li, Kaitao Jiang, Zhiheng Ma, Xing Wei, Xiaopeng Hong, Yihong Gong |
| 2021 | ICIP | Class Incremental Learning for Video Action Classification. | Jiawei Ma, Xiaoyu Tao, Jianxing Ma, Xiaopeng Hong, Yihong Gong |
| 2021 | IJCAI | Direct Measure Matching for Crowd Counting. | Hui Lin, Xiaopeng Hong, Zhiheng Ma, Xing Wei, Yunfeng Qiu, Yaowei Wang, Yihong Gong |
| 2021 | IROS | Kohonen Self-Organizing Map based Route Planning: A Revisit. | Qingshu Guan, Xiaopeng Hong, Wei Ke, Liangfei Zhang, Guanghui Sun, Yihong Gong |
| 2020 | AAAI | Infrared-Visible Cross-Modal Person Re-Identification with an X Modality. | Diangang Li, Xing Wei, Xiaopeng Hong, Yihong Gong |
| 2020 | AAAI | Bi-Objective Continual Learning: Learning 'New' While Consolidating 'Known'. | Xiaoyu Tao, Xiaopeng Hong, Xinyuan Chang, Yihong Gong |
| 2020 | BMVC | Superpixel Masking and Inpainting for Self-Supervised Anomaly Detection. | Zhenyu Li, Ning Li, Kaitao Jiang, Zhiheng Ma, Xing Wei, Xiaopeng Hong, Yihong Gong |
| 2020 | CVPR | City-Scale Multi-Camera Vehicle Tracking by Semantic Attribute Parsing and Cross-Camera Tracklet Matching. | Yuhang He, Jie Han, Wentao Yu, Xiaopeng Hong, Xing Wei, Yihong Gong |
| 2020 | CVPR | Few-Shot Class-Incremental Learning. | Xiaoyu Tao, Xiaopeng Hong, Xinyuan Chang, Songlin Dong, Xing Wei, Yihong Gong |
| 2020 | ECCV | VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results. | Heng Fan, Dawei Du, Longyin Wen, Pengfei Zhu, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Arne Schumann, Bin Dong, Daniel Stadler, Duo Xu, Filiz Bunyak, Guna Seetharaman, Guizhong Liu, V. Haritha, Hrishikesh P. S, Jie Han, Kannappan Palaniappan, Kaojin Zhu, Lars Wilko Sommer, Libo Zhang, Linu Shine, Min Yao, Noor M. Al-Shakarji, Shengwen Li, Ting Sun, Wang Sai, Wentao Yu, Xi Wu, Xiaopeng Hong, Xing Wei, Xingjie Zhao, Yanyun Zhao, Yihong Gong, Yuehan Yao, Yuhang He, Zhaoze Zhao, Zhen Xie, Zheng Yang, Zhenyu Xu, Zhipeng Luo, Zhizhao Duan |
| 2020 | ECCV | Topology-Preserving Class-Incremental Learning. | Xiaoyu Tao, Xinyuan Chang, Xiaopeng Hong, Xing Wei, Yihong Gong |
| 2020 | ICIP | Complex Spatial-Temporal Attention Aggregation For Video Person Re-Identification. | Wenjie Ding, Xing Wei, Xiaopeng Hong, Yihong Gong |
| 2020 | ICPR | Class-Incremental Learning with Topological Schemas of Memory Spaces. | Xinyuan Chang, Xiaoyu Tao, Xiaopeng Hong, Xing Wei, Wei Ke, Yihong Gong |
| 2020 | ICPR | Polynomial Universal Adversarial Perturbations for Person Re-Identification. | Wenjie Ding, Xing Wei, Rongrong Ji, Xiaopeng Hong, Yihong Gong |
| 2019 | ICCV | Bayesian Loss for Crowd Count Estimation With Point Supervision. | Zhiheng Ma, Xing Wei, Xiaopeng Hong, Yihong Gong |
| 2018 | CVPR | Kernelized Subspace Pooling for Deep Local Descriptors. | Xing Wei, Yue Zhang, Yihong Gong, Nanning Zheng |
| 2018 | ECCV | Transductive Semi-Supervised Deep Learning Using Min-Max Features. | Weiwei Shi, Yihong Gong, Chris Ding, Zhiheng Ma, Xiaoyu Tao, Nanning Zheng |
| 2018 | ECCV | Grassmann Pooling as Compact Homogeneous Bilinear Pooling for Fine-Grained Visual Classification. | Xing Wei, Yue Zhang, Yihong Gong, Jiawei Zhang, Nanning Zheng |
| 2017 | AAAI | Rank Ordering Constraints Elimination with Application for Kernel Learning. | Ying Xie, Chris H. Q. Ding, Yihong Gong, Zongze Wu |
| 2017 | CVPR | Point to Set Similarity Based Deep Feature Learning for Person Re-Identification. | Sanping Zhou, Jinjun Wang, Jiayun Wang, Yihong Gong, Nanning Zheng |
| 2017 | IJCAI | Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification. | De Cheng, Xiaojun Chang, Li Liu, Alexander G. Hauptmann, Yihong Gong, Nanning Zheng |
| 2017 | MMM | Video Search via Ranking Network with Very Few Query Exemplars. | De Cheng, Lu Jiang, Yihong Gong, Nanning Zheng, Alexander G. Hauptmann |
| 2016 | CVPR | Person Re-identification by Multi-Channel Parts-Based CNN with Improved Triplet Loss Function. | De Cheng, Yihong Gong, Sanping Zhou, Jinjun Wang, Nanning Zheng |
| 2016 | ECCV | Image Quality Assessment Using Similar Scene as Reference. | Yudong Liang, Jinjun Wang, Xingyu Wan, Yihong Gong, Nanning Zheng |
| 2016 | ECCV | Tracking Persons-of-Interest via Adaptive Discriminative Features. | Shun Zhang, Yihong Gong, Jia-Bin Huang, Jongwoo Lim, Jinjun Wang, Narendra Ahuja, Ming-Hsuan Yang |
| 2016 | IJCAI | Improving CNN Performance with Min-Max Objective. | Weiwei Shi, Yihong Gong, Jinjun Wang |
| 2016 | IJCAI | Improving DCNN Performance with Sparse Category-Selective Objective Function. | Shizhou Zhang, Yihong Gong, Jinjun Wang |
| 2015 | ICIP | Facial landmark detection via cascade multi-channel convolutional neural network. | Qiqi Hou, Jinjun Wang, Lele Cheng, Yihong Gong |
| 2015 | ICIP | Incorporating image degeneration modeling with multitask learning for image super-resolution. | Yudong Liang, Jinjun Wang, Shizhou Zhang, Yihong Gong |
| 2015 | IJCNN | Deep Self-Organizing Map for visual classification. | Nan Liu, Jinjun Wang, Yihong Gong |
| 2014 | ICPR | Low Computation Face Verification Using Class Center Analysis. | Xinzi Zhang, Jinjun Wang, Yihong Gong, Shizhou Zhang, Shun Zhang |
| 2011 | ICIP | Learning semantic embedding at a large scale. | Min-Hsuan Tsai, Jinjun Wang, Tong Zhang, Yihong Gong, Thomas S. Huang |
| 2010 | AAAI | A Topic Model for Linked Documents and Update Rules for its Estimation. | Zhen Guo, Shenghuo Zhu, Zhongfei Zhang, Yun Chi, Yihong Gong |
| 2010 | CVPR | Locality-constrained Linear Coding for image classification. | Jinjun Wang, Jianchao Yang, Kai Yu, Fengjun Lv, Thomas S. Huang, Yihong Gong |
| 2010 | ECCV | Predicting Facial Beauty without Landmarks. | Douglas Gray, Kai Yu, Wei Xu, Yihong Gong |
| 2010 | ICPR | Unsupervised Learning from Linked Documents. | Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, Yihong Gong |
| 2010 | SDM | Directed Network Community Detection: A Popularity and Productivity Link Model. | Tianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, Rong Jin |
| 2009 | ACL | Multi-Document Summarization using Sentence-based Topic Models. | Dingding Wang, Shenghuo Zhu, Tao Li, Yihong Gong |
| 2009 | CIKM | Comparative document summarization via discriminative sentence selection. | Dingding Wang, Shenghuo Zhu, Tao Li, Yihong Gong |
| 2009 | CVPR | Resolution-Invariant Image Representation and its applications. | Jinjun Wang, Shenghuo Zhu, Yihong Gong |
| 2009 | CVPR | Linear spatial pyramid matching using sparse coding for image classification. | Jianchao Yang, Kai Yu, Yihong Gong, Thomas S. Huang |
| 2009 | ICCV | Action detection in complex scenes with spatial and temporal ambiguities. | Yuxiao Hu, Liangliang Cao, Fengjun Lv, Shuicheng Yan, Yihong Gong, Thomas S. Huang |
| 2009 | ICCV | Detection driven adaptive multi-cue integration for multiple human tracking. | Ming Yang, Fengjun Lv, Wei Xu, Yihong Gong |
| 2009 | ICDM | Knowledge Discovery from Citation Networks. | Zhen Guo, Zhongfei Zhang, Shenghuo Zhu, Yun Chi, Yihong Gong |
| 2009 | ICML | Large-scale collaborative prediction using a nonparametric random effects model. | Kai Yu, John D. Lafferty, Shenghuo Zhu, Yihong Gong |
| 2009 | SIGIR | A latent topic model for linked documents. | Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, Yihong Gong |
| 2009 | SIGIR | Fast nonparametric matrix factorization for large-scale collaborative filtering. | Kai Yu, Shenghuo Zhu, John D. Lafferty, Yihong Gong |
| 2009 | SDM | A Bayesian Approach Toward Finding Communities and Their Evolutions in Dynamic Social Networks. | Tianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, Rong Jin |
| 2008 | CIKM | Probabilistic polyadic factorization and its application to personalized recommendation. | Yun Chi, Shenghuo Zhu, Yihong Gong, Yi Zhang |
| 2008 | CIKM | Integrating clustering and multi-document summarization to improve document understanding. | Dingding Wang, Shenghuo Zhu, Tao Li, Yun Chi, Yihong Gong |
| 2008 | CVPR | Discriminative learning of visual words for 3D human pose estimation. | Huazhong Ning, Wei Xu, Yihong Gong, Thomas S. Huang |
| 2008 | ECCV | Training Hierarchical Feed-Forward Visual Recognition Models Using Transfer Learning from Pseudo-Tasks. | Amr Ahmed, Kai Yu, Wei Xu, Yihong Gong, Eric P. Xing |
| 2008 | ECCV | Latent Pose Estimator for Continuous Action Recognition. | Huazhong Ning, Wei Xu, Yihong Gong, Thomas S. Huang |
| 2008 | ICPR | Temporal difference learning to detect unsafe system states. | Huazhong Ning, Wei Xu, Yue Zhou, Yihong Gong, Thomas S. Huang |
| 2008 | ICPR | Recognition of multiple drivers' emotional state. | Jinjun Wang, Yihong Gong |
| 2008 | SIGIR | Non-greedy active learning for text categorization using convex transductive experimental design. | Kai Yu, Shenghuo Zhu, Wei Xu, Yihong Gong |
| 2007 | CVPR | Soft Edge Smoothness Prior for Alpha Channel Super Resolution. | Shengyang Dai, Mei Han, Wei Xu, Ying Wu, Yihong Gong |
| 2007 | SIGIR | Combining content and link for classification using matrix factorization. | Shenghuo Zhu, Kai Yu, Yun Chi, Yihong Gong |
| 2007 | SDM | Incremental Spectral Clustering With Application to Monitoring of Evolving Blog Communities. | Huazhong Ning, Wei Xu, Yun Chi, Yihong Gong, Thomas S. Huang |
| 2006 | BMVC | Video Super-resolution with Scene-specific Priors. | Dan Kong, Mei Han, Wei Xu, Hai Tao, Yihong Gong |
| 2006 | ICMLA | Trend Analysis for Large Document Streams. | Chengliang Zhang, Shenghuo Zhu, Yihong Gong |
| 2006 | ICPR | Video Foreground Segmentation Based on Sequential Feature Clustering. | Mei Han, Wei Xu, Yihong Gong |
| 2006 | ICPR | A Conditional Random Field Model for Video Super-resolution. | Dan Kong, Mei Han, Wei Xu, Hai Tao, Yihong Gong |
| 2005 | SIGIR | Multi-labelled classification using maximum entropy method. | Shenghuo Zhu, Xiang Ji, Wei Xu, Yihong Gong |
| 2005 | WACV | Background Segmentation Using Spatial-Temporal Multi-Resolution MRF. | Yue Zhou, Wei Xu, Hai Tao, Yihong Gong |
| 2004 | CVPR | An Algorithm for Multiple Object Trajectory Tracking. | Mei Han, Wei Xu, Hai Tao, Yihong Gong |
| 2004 | ICIP | A detection-based multiple object tracking method. | Mei Han, Amit Sethi, Wei Hua, Yihong Gong |
| 2004 | SIGIR | Document clustering by concept factorization. | Wei Xu, Yihong Gong |
| 2003 | CAIP | A New Tracking Technique: Object Tracking and Identification from Motion. | Terrence Chen, Mei Han, Wei Hua, Yihong Gong, Thomas S. Huang |
| 2003 | SIGIR | Document clustering based on non-negative matrix factorization. | Wei Xu, Xin Liu, Yihong Gong |
| 2002 | ICIP | Extract highlights from baseball game video with hidden Markov models. | Peng Chang, Mei Han, Yihong Gong |
| 2002 | SIGIR | Document clustering with cluster refinement and model selection capabilities. | Xin Liu, Yihong Gong, Wei Xu, Shenghuo Zhu |
| 2001 | ICDAR | Creating Generic Text Summaries. | Yihong Gong, Xin Liu |
| 2001 | ICIP | Video summarization with minimal visual content redundancies. | Yihong Gong, Xin Liu |
| 2001 | SIGIR | Generic Text Summarization Using Relevance Measure and Latent Semantic Analysis. | Yihong Gong, Xin Liu |
| 2000 | CVPR | Video Summarization Using Singular Value Decomposition. | Yihong Gong, Xin Liu |
| 2000 | ICPR | Video Shot Segmentation and Classification. | Yihong Gong, Xin Liu |
| 1999 | IV | A Robust Image Mosaicing Technique Capable of Creating Integrated Panoramas. | Yihong Gong, Guido Proietti, David LaRose |
| 1998 | CVPR | Image Indexing and Retrieval Based on Human Perceptual Color Clustering. | Yihong Gong, Guido Proietti, Christos Faloutsos |
| 1992 | ICPR | A color video image quantization method with stable and efficient color selection capability. | Yihong Gong, Heitou Zen, Yutaka Ohsawa, Masao Sakauchi |