| 2026 | AAAI | Adaptive Diffusion-based Augmentation for Recommendation. | Na Li, Fanghui Sun, Yan Zou, Yangfu Zhu, Xiatian Zhu, Ying Ma |
| 2025 | AAAI | Unsupervised Audio-Visual Segmentation with Modality Alignment. | Swapnil Bhosale, Haosen Yang, Diptesh Kanojia, Jiankang Deng, Xiatian Zhu |
| 2025 | AAAI | Self-Prompting Analogical Reasoning for UAV Object Detection. | Nianxin Li, Mao Ye, Lihua Zhou, Song Tang, Yan Gan, Zizhuo Liang, Xiatian Zhu |
| 2025 | AAAI | OmniCount: Multi-label Object Counting with Semantic-Geometric Priors. | Anindya Mondal, Sauradip Nag, Xiatian Zhu, Anjan Dutta |
| 2025 | CVPR | Improving Gaussian Splatting with Localized Points Management. | Haosen Yang, Chenhao Zhang, Wenqing Wang, Marco Volino, Adrian Hilton, Li Zhang, Xiatian Zhu |
| 2025 | CVPR | FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion. | Haosen Yang, Adrian Bulat, Isma Hadji, Hai X. Pham, Xiatian Zhu, Georgios Tzimiropoulos, Brais Martnez |
| 2025 | CVPR | TensoFlow: Tensorial Flow-based Sampler for Inverse Rendering. | Chun Gu, Xiaofei Wei, Li Zhang, Xiatian Zhu |
| 2025 | CVPR | Domain Adaptive Diabetic Retinopathy Grading with Model Absence and Flowing Data. | Wenxin Su, Song Tang, Xiaofeng Liu, Xiaojing Yi, Mao Ye, Chunxiao Zu, Jiahao Li, Xiatian Zhu |
| 2025 | CVPR | Bayesian Test-Time Adaptation for Vision-Language Models. | Lihua Zhou, Mao Ye, Shuaifeng Li, Nianxin Li, Xiatian Zhu, Lei Deng, Hongbin Liu, Zhen Lei |
| 2025 | ICASSP | Robust Low-Light Human Pose Estimation through Illumination-Texture Modulation. | Feng Zhang, Ze Li, Xiatian Zhu, Lei Chen |
| 2025 | ICASSP | AgentPose: Progressive Distribution Alignment via Feature Agent for Human Pose Distillation. | Feng Zhang, Jinwei Liu, Xiatian Zhu, Lei Chen |
| 2025 | ICCV | Multi-Modal Multi-Platform Person Re-Identification: Benchmark and Method. | Ruiyang Ha, Songyi Jiang, Bin Li, Bikang Pan, Yihang Zhu, Junjie Zhang, Xiatian Zhu, Shaogang Gong, Jingya Wang |
| 2025 | ICCV | Robust Low-Light Scene Restoration via Illumination Transition. | Ze Li, Feng Zhang, Xiatian Zhu, Meng Zhang, Yanghong Zhou, P. Y. Mok |
| 2025 | ICCV | Driving View Synthesis on Free-Form Trajectories with Generative Prior. | Zeyu Yang, Zijie Pan, Yuankun Yang, Xiatian Zhu, Li Zhang |
| 2025 | ICLR | Proxy Denoising for Source-Free Domain Adaptation. | Song Tang, Wenxin Su, Yan Gan, Mao Ye, Jianwei Zhang, Xiatian Zhu |
| 2025 | ICLR | SEBRA : Debiasing through Self-Guided Bias Ranking. | Adarsh Kappiyath, Abhra Chaudhuri, Ajay Kumar Jaiswal, Ziquan Liu, Yunpeng Li, Xiatian Zhu, Lu Yin |
| 2025 | ICLR | Reflective Gaussian Splatting. | Yuxuan Yao, Zixuan Zeng, Chun Gu, Xiatian Zhu, Li Zhang |
| 2025 | ICML | CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering. | Zhe Zhang, Mingxiu Cai, Hanxiao Wang, Gaochang Wu, Tianyou Chai, Xiatian Zhu |
| 2025 | ICML | High Dynamic Range Novel View Synthesis with Single Exposure. | Kaixuan Zhang, Hu Wang, Minxian Li, Mingwu Ren, Mao Ye, Xiatian Zhu |
| 2025 | MICCAI | U-Mamba2: Scaling State Space Models for Dental Anatomy Segmentation in CBCT. | Zhi Qin Tan, Xiatian Zhu, Owen Addison, Yunpeng Li |
| 2025 | MICCAI | U-Mamba2-SSL for Semi-supervised Tooth and Pulp Segmentation in CBCT. | Zhi Qin Tan, Xiatian Zhu, Owen Addison, Yunpeng Li |
| 2024 | AAAI | DiffSED: Sound Event Detection with Denoising Diffusion. | Swapnil Bhosale, Sauradip Nag, Diptesh Kanojia, Jiankang Deng, Xiatian Zhu |
| 2024 | BMVC | MotionMAE: Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders. | Haosen Yang, Deng Huang, Bin Wen, Jiannan Wu, Hongxun Yao, Yi Jiang, Xiatian Zhu, Zehuan Yuan |
| 2024 | CVPR | Source-Free Domain Adaptation with Frozen Multimodal Foundation Model. | Song Tang, Wenxin Su, Mao Ye, Xiatian Zhu |
| 2024 | CVPR | ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery. | Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song, Tao Xiang |
| 2024 | ECCV | PartCraft: Crafting Creative Objects by Parts. | Kam Woh Ng, Xiatian Zhu, Yi-Zhe Song, Tao Xiang |
| 2024 | ECCV | Bayesian Detector Combination for Object Detection with Crowdsourced Annotations. | Zhi Qin Tan, Olga Isupova, Gustavo Carneiro, Xiatian Zhu, Yunpeng Li |
| 2024 | ICLR | Enhancing High-Resolution 3D Generation through Pixel-wise Gradient Clipping. | Zijie Pan, Jiachen Lu, Xiatian Zhu, Li Zhang |
| 2023 | AAAI | PolarFormer: Multi-Camera 3D Object Detection with Polar Transformer. | Yanqin Jiang, Li Zhang, Zhenwei Miao, Xiatian Zhu, Jin Gao, Weiming Hu, Yu-Gang Jiang |
| 2023 | BMVC | Unsupervised Hashing with Similarity Distribution Calibration. | Kam Woh Ng, Xiatian Zhu, Jiun Tian Hoe, Chee Seng Chan, Tianyu Zhang, Yi-Zhe Song, Tao Xiang |
| 2023 | CVPR | Generative Semantic Segmentation. | Jiaqi Chen, Jiachen Lu, Xiatian Zhu, Li Zhang |
| 2023 | CVPR | FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks. | Xiao Han, Xiatian Zhu, Licheng Yu, Li Zhang, Yi-Zhe Song, Tao Xiang |
| 2023 | CVPR | Post-Processing Temporal Action Detection. | Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang |
| 2023 | ICCV | Controllable Person Image Synthesis with Pose-Constrained Latent Diffusion. | Xiao Han, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang |
| 2023 | ICCV | DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion. | Sauradip Nag, Xiatian Zhu, Jiankang Deng, Yi-Zhe Song, Tao Xiang |
| 2023 | ICCV | DeepChange: A Long-Term Person Re-Identification Benchmark with Clothes Change. | Peng Xu, Xiatian Zhu |
| 2023 | ICCV | Homeomorphism Alignment for Unsupervised Domain Adaptation. | Lihua Zhou, Mao Ye, Xiatian Zhu, Siying Xiao, Xuqian Fan, Ferrante Neri |
| 2023 | IJCAI | Independent Feature Decomposition and Instance Alignment for Unsupervised Domain Adaptation. | Qichen He, Siying Xiao, Mao Ye, Xiatian Zhu, Ferrante Neri, Dongde Hou |
| 2022 | CVPR | Source-Free Object Detection by Learning to Overlook Domain Style. | Shuaifeng Li, Mao Ye, Xiatian Zhu, Lihua Zhou, Lin Xiong |
| 2022 | ECCV | SOS! Self-supervised Learning over Sets of Handled Objects in Egocentric Action Recognition. | Victor Escorcia, Ricardo Guerrero, Xiatian Zhu, Brais Martnez |
| 2022 | ECCV | FashionViL: Fashion-Focused Vision-and-Language Representation Learning. | Xiao Han, Licheng Yu, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang |
| 2022 | ECCV | Learning Ego 3D Representation as Ray Tracing. | Jiachen Lu, Zheyuan Zhou, Xiatian Zhu, Hang Xu, Li Zhang |
| 2022 | ECCV | Accelerating Score-Based Generative Models with Preconditioned Diffusion Sampling. | Hengyuan Ma, Li Zhang, Xiatian Zhu, Jianfeng Feng |
| 2022 | ECCV | Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning. | Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang |
| 2022 | ECCV | Semi-supervised Temporal Action Detection with Proposal-Free Masking. | Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang |
| 2022 | ECCV | Zero-Shot Temporal Action Detection via Vision-Language Prompting. | Sauradip Nag, Xiatian Zhu, Yi-Zhe Song, Tao Xiang |
| 2022 | ECCV | EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers. | Junting Pan, Adrian Bulat, Fuwen Tan, Xiatian Zhu, Lukasz Dudziak, Hongsheng Li, Georgios Tzimiropoulos, Brais Martnez |
| 2022 | IJCAI | KUNet: Imaging Knowledge-Inspired Single HDR Image Reconstruction. | Hu Wang, Mao Ye, Xiatian Zhu, Shuai Li, Ce Zhu, Xue Li |
| 2022 | ICPR | Open-Set Semi-Supervised Learning for 3D Point Cloud Understanding. | Xian Shi, Xun Xu, Wanyue Zhang, Xiatian Zhu, Chuan Sheng Foo, Kui Jia |
| 2021 | BMVC | Few-Shot Temporal Action Localization with Query Adaptive Transformer. | Sauradip Nag, Xiatian Zhu, Tao Xiang |
| 2021 | BMVC | Knowing What, Where and When to Look: Video Action modelling with Attention. | Juan-Manuel Prez-Ra, Brais Martnez, Xiatian Zhu, Antoine Toisoul, Victor Escorcia, Tao Xiang |
| 2021 | BMVC | Few-shot Action Recognition with Prototype-centered Attentive Learning. | Xiatian Zhu, Antoine Toisoul, Juan-Manuel Prez-Ra, Li Zhang, Brais Martnez, Tao Xiang |
| 2021 | CVPR | Rethinking Semantic Segmentation From a Sequence-to-Sequence Perspective With Transformers. | Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu, Jianfeng Feng, Tao Xiang, Philip H. S. Torr, Li Zhang |
| 2021 | ICCV | Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer. | Zhihe Lu, Sen He, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang |
| 2021 | ICCV | Boundary-sensitive Pre-training for Temporal Localization in Videos. | Mengmeng Xu, Juan-Manuel Prez-Ra, Victor Escorcia, Brais Martnez, Xiatian Zhu, Li Zhang, Bernard Ghanem, Tao Xiang |
| 2020 | AAAI | Semi-Supervised Learning under Class Distribution Mismatch. | Yanbei Chen, Xiatian Zhu, Wei Li, Shaogang Gong |
| 2020 | AAAI | Unsupervised Deep Learning via Affinity Diffusion. | Jiabo Huang, Qi Dong, Shaogang Gong, Xiatian Zhu |
| 2020 | AAAI | Neural Graph Embedding for Neural Architecture Search. | Wei Li, Shaogang Gong, Xiatian Zhu |
| 2020 | AAAI | Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification. | Guile Wu, Xiatian Zhu, Shaogang Gong |
| 2020 | CVPR | Inter-Task Association Critic for Cross-Resolution Person Re-Identification. | Zhiyi Cheng, Qi Dong, Shaogang Gong, Xiatian Zhu |
| 2020 | CVPR | Deep Semantic Clustering by Partition Confidence Maximisation. | Jiabo Huang, Shaogang Gong, Xiatian Zhu |
| 2020 | CVPR | Stochastic Classifiers for Unsupervised Domain Adaptation. | Zhihe Lu, Yongxin Yang, Xiatian Zhu, Cong Liu, Yi-Zhe Song, Tao Xiang |
| 2020 | CVPR | Incremental Few-Shot Object Detection. | Juan-Manuel Prez-Ra, Xiatian Zhu, Timothy M. Hospedales, Tao Xiang |
| 2020 | CVPR | Distribution-Aware Coordinate Representation for Human Pose Estimation. | Feng Zhang, Xiatian Zhu, Hanbin Dai, Mao Ye, Ce Zhu |
| 2020 | WACV | Characteristic Regularisation for Super-Resolving Face Images. | Zhiyi Cheng, Xiatian Zhu, Shaogang Gong |
| 2019 | AAAI | Single-Label Multi-Class Image Classification by Deep Logistic Regression. | Qi Dong, Xiatian Zhu, Shaogang Gong |
| 2019 | BMVC | Spatio-Temporal Associative Representation for Video Person Re-Identification. | Guile Wu, Xiatian Zhu, Shaogang Gong |
| 2019 | CVPR | Fast Human Pose Estimation. | Feng Zhang, Xiatian Zhu, Mao Ye |
| 2019 | ICCV | Person Search by Text Attribute Query As Zero-Shot Learning. | Qi Dong, Xiatian Zhu, Shaogang Gong |
| 2019 | ICCV | Instance-Guided Context Rendering for Cross-Domain Person Re-Identification. | Yanbei Chen, Xiatian Zhu, Shaogang Gong |
| 2019 | ICIP | Person Re-Identification by Ranking Ensemble Representations. | Guile Wu, Xiatian Zhu, Shaogang Gong |
| 2019 | ICML | Unsupervised Deep Learning by Neighbourhood Discovery. | Jiabo Huang, Qi Dong, Shaogang Gong, Xiatian Zhu |
| 2018 | AAAI | Deep Low-Resolution Person Re-Identification. | Jiening Jiao, Wei-Shi Zheng, Ancong Wu, Xiatian Zhu, Shaogang Gong |
| 2018 | ACCV | Low-Resolution Face Recognition. | Zhiyi Cheng, Xiatian Zhu, Shaogang Gong |
| 2018 | ACCV | Self-Referenced Deep Learning. | Xu Lan, Xiatian Zhu, Shaogang Gong |
| 2018 | BMVC | Deep Association Learning for Unsupervised Video Person Re-identification. | Yanbei Chen, Xiatian Zhu, Shaogang Gong |
| 2018 | BMVC | Open Logo Detection Challenge. | Hang Su, Xiatian Zhu, Shaogang Gong |
| 2018 | CVPR | Harmonious Attention Network for Person Re-Identification. | Wei Li, Xiatian Zhu, Shaogang Gong |
| 2018 | CVPR | Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification. | Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li |
| 2018 | ECCV | Semi-supervised Deep Learning with Memory. | Yanbei Chen, Xiatian Zhu, Shaogang Gong |
| 2018 | ECCV | Person Search by Multi-Scale Matching. | Xu Lan, Xiatian Zhu, Shaogang Gong |
| 2018 | ECCV | Unsupervised Person Re-identification by Deep Learning Tracklet Association. | Minxian Li, Xiatian Zhu, Shaogang Gong |
| 2017 | BMVC | Deep Reinforcement Learning Attention Selection For Person Re-Identification. | Xu Lan, Hangxiao Wang, Shaogang Gong, Xiatian Zhu |
| 2017 | ICCV | Class Rectification Hard Mining for Imbalanced Deep Learning. | Qi Dong, Shaogang Gong, Xiatian Zhu |
| 2017 | ICCV | Attribute Recognition by Joint Recurrent Learning of Context and Correlation. | Jingya Wang, Xiatian Zhu, Shaogang Gong, Wei Li |
| 2017 | IJCAI | Person Re-Identification by Deep Joint Learning of Multi-Loss Classification. | Wei Li, Xiatian Zhu, Shaogang Gong |
| 2017 | WACV | Multi-task Curriculum Transfer Deep Learning of Clothing Attributes. | Qi Dong, Shaogang Gong, Xiatian Zhu |
| 2017 | WACV | Deep Learning Logo Detection with Data Expansion by Synthesising Context. | Hang Su, Xiatian Zhu, Shaogang Gong |
| 2016 | AAAI | Video Semantic Clustering with Sparse and Incomplete Tags. | Jingya Wang, Xiatian Zhu, Shaogang Gong |
| 2016 | ECCV | Human-in-the-Loop Person Re-identification. | Hanxiao Wang, Shaogang Gong, Xiatian Zhu, Tao Xiang |
| 2016 | ICIP | Towards unsupervised open-set person re-identification. | Hanxiao Wang, Xiatian Zhu, Tao Xiang, Shaogang Gong |
| 2014 | CVPR | Constructing Robust Affinity Graphs for Spectral Clustering. | Xiatian Zhu, Chen Change Loy, Shaogang Gong |
| 2014 | ECCV | Person Re-identification by Video Ranking. | Taiqing Wang, Shaogang Gong, Xiatian Zhu, Shengjin Wang |
| 2013 | ICCV | Video Synopsis by Heterogeneous Multi-source Correlation. | Xiatian Zhu, Chen Change Loy, Shaogang Gong |
| 2013 | ICDM | Constrained Clustering: Effective Constraint Propagation with Imperfect Oracles. | Xiatian Zhu, Chen Change Loy, Shaogang Gong |
| 2012 | BMVC | Comparing Visual Feature Coding for Learning Disjoint Camera Dependencies. | Xiatian Zhu, Shaogang Gong, Chen Change Loy |