| 2026 | AAAI | RGMP: Recurrent Geometric-prior Multimodal Policy for Generalizable Humanoid Robot Manipulation. | Xuetao Li, Wenke Huang, Nengyuan Pan, Kaiyan Zhao, Songhua Yang, Yiming Wang, Mengde Li, Mang Ye, Jifeng Xuan, Miao Li |
| 2026 | AAAI | Probing Semantic Insensitivity for Inference-Time Backdoor Defense in Multimodal Large Language Model. | Xuankun Rong, Wenke Huang, Wenzheng Jiang, Yiming Li, Wenxuan Wang, Mang Ye |
| 2026 | AAAI | Towards Robust Text-Attributed Federated Graph Learning: Multimodal Threats and Defense. | Zitong Shi, Guancheng Wan, Wenke Huang, Yuxin Wu, Quan Zhang, Mang Ye |
| 2026 | AAAI | Divide, Conquer and Unite: Hierarchical Style-Recalibrated Prototype Alignment for Federated Medical Segmentation. | Xingyue Zhao, Wenke Huang, Xingguang Wang, Haoyu Zhao, Linghao Zhuang, Anwen Jiang, Guancheng Wan, Mang Ye |
| 2026 | AAAI | Text-based Aerial-Ground Person Retrieval. | Xinyu Zhou, Yu Wu, Jiayao Ma, Wenhao Wang, Min Cao, Mang Ye |
| 2026 | KDD | FedPRE: Robust Federated Graph Learning against Topological Corruption. | Zihan Tan, Guancheng Wan, Wenke Huang, Bin Yang, Mang Ye |
| 2026 | WWW | CA-PFL: Client-adaptive Parameter-efficient Fine-tuning for Personalized Federated Learning. | Daixin Song, Hui Cai, Haojie Zhang, Biyun Sheng, Jian Zhou, Mang Ye, Fu Xiao |
| 2025 | AAAI | Label-Free Backdoor Attacks in Vertical Federated Learning. | Wei Shen, Wenke Huang, Guancheng Wan, Mang Ye |
| 2025 | AAAI | TokenMatcher: Diverse Tokens Matching for Unsupervised Visible-Infrared Person Re-Identification. | Xiao Wang, Lekai Liu, Bin Yang, Mang Ye, Zheng Wang, Xin Xu |
| 2025 | AAAI | MDFG: Multi-Dimensional Fine-Grained Modeling for Fatigue Detection. | Mei Wang, Xiaojie Zhu, Ruimin Hu, Dongliang Zhu, Liang Liao, Mang Ye |
| 2025 | AAAI | NightReID: A Large-Scale Nighttime Person Re-Identification Benchmark. | Yuxuan Zhao, Weijian Ruan, He Li, Mang Ye |
| 2025 | CVPR | LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Models. | Jian Liang, Wenke Huang, Guancheng Wan, Qu Yang, Mang Ye |
| 2025 | CVPR | Chat-based Person Retrieval via Dialogue-Refined Cross-Modal Alignment. | Yang Bai, Yucheng Ji, Min Cao, Jinqiao Wang, Mang Ye |
| 2025 | CVPR | EMOE: Modality-Specific Enhanced Dynamic Emotion Experts. | Yiyang Fang, Wenke Huang, Guancheng Wan, Kehua Su, Mang Ye |
| 2025 | CVPR | FedSPA: Generalizable Federated Graph Learning under Homophily Heterogeneity. | Zihan Tan, Guancheng Wan, Wenke Huang, He Li, Guibin Zhang, Carl Yang, Mang Ye |
| 2025 | CVPR | Synthetic Data is an Elegant GIFT for Continual Vision-Language Models. | Bin Wu, Wuxuan Shi, Jinqiao Wang, Mang Ye |
| 2025 | CVPR | Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for Person Re-identification. | Jinxi Yang, He Li, Bo Du, Mang Ye |
| 2025 | CVPR | Uncertain Multimodal Intention and Emotion Understanding in the Wild. | Qu Yang, Qinghongya Shi, Tongxin Wang, Mang Ye |
| 2025 | ICASSP | Image-assisted Label Connective Completion for Vessel Segmentation with Insufficient Annotations. | Xiaoqi Zheng, Baoyao Yang, Xiuwen Fang, Wenfang Yao, Mang Ye |
| 2025 | ICCV | Pose-Star: Anatomy-Aware Editing for Open-World Fashion Images. | Yuran Dong, Mang Ye |
| 2025 | ICCV | Unsupervised Visible-Infrared Person Re-Identification Under Unpaired Settings. | Haoyu Yao, Bin Yang, Wenke Huang, Bo Du, Mang Ye |
| 2025 | ICLR | Energy-based Backdoor Defense Against Federated Graph Learning. | Guancheng Wan, Zitong Shi, Wenke Huang, Guibin Zhang, Dacheng Tao, Mang Ye |
| 2025 | ICML | Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning. | Wenke Huang, Jian Liang, Zekun Shi, Didi Zhu, Guancheng Wan, He Li, Bo Du, Dacheng Tao, Mang Ye |
| 2025 | ICML | Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning. | Wenke Huang, Jian Liang, Guancheng Wan, Didi Zhu, He Li, Jiawei Shao, Mang Ye, Bo Du, Dacheng Tao |
| 2025 | ICML | Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models. | Yiyang Fang, Jian Liang, Wenke Huang, He Li, Kehua Su, Mang Ye |
| 2025 | ICML | FedPHA: Federated Prompt Learning for Heterogeneous Client Adaptation. | Chengying Fang, Wenke Huang, Guancheng Wan, Yihao Yang, Mang Ye |
| 2025 | ICML | SPMC: Self-Purifying Federated Backdoor Defense via Margin Contribution. | Wenwen He, Wenke Huang, Bin Yang, Shukan Liu, Mang Ye |
| 2025 | ICML | Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models. | Yangxu Liao, Wenke Huang, Guancheng Wan, Jian Liang, Bin Yang, Mang Ye |
| 2025 | ICML | GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention. | Jiaru Qian, Guancheng Wan, Wenke Huang, Guibin Zhang, Yuxin Wu, Bo Du, Mang Ye |
| 2025 | ICML | CAN: Leveraging Clients As Navigators for Generative Replay in Federated Continual Learning. | Xuankun Rong, Jianshu Zhang, Kun He, Mang Ye |
| 2025 | ICML | EAGLES: Towards Effective, Efficient, and Economical Federated Graph Learning via Unified Sparsification. | Zitong Shi, Guancheng Wan, Wenke Huang, Guibin Zhang, He Li, Carl Yang, Mang Ye |
| 2025 | ICML | S2FGL: Spatial Spectral Federated Graph Learning. | Zihan Tan, Suyuan Huang, Guancheng Wan, Wenke Huang, He Li, Mang Ye |
| 2025 | ICML | Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation. | Yihao Yang, Wenke Huang, Guancheng Wan, Bin Yang, Mang Ye |
| 2025 | IJCAI | Pixel-wise Divide and Conquer for Federated Vessel Segmentation. | Tian Chen, Wenke Huang, Zhihao Wang, Zekun Shi, He Li, Wenhui Dong, Mang Ye, Bo Du, Yongchao Xu |
| 2025 | IJCAI | Towards Anytime Retrieval: A Benchmark for Anytime Person Re-Identification. | Xulin Li, Yan Lu, Bin Liu, Jiaze Li, Qinhong Yang, Tao Gong, Qi Chu, Mang Ye, Nenghai Yu |
| 2025 | IJCAI | Prototype-guided Knowledge Propagation with Adaptive Learning for Lifelong Person Re-identification. | Zhijie Lu, Wuxuan Shi, He Li, Mang Ye |
| 2025 | IJCAI | An Empirical Study of Federated Prompt Learning for Vision Language Model. | Zhihao Wang, Wenke Huang, Tian Chen, Zekun Shi, Guancheng Wan, Yu Qiao, Bin Yang, Jian Wang, Bing Li, Mang Ye |
| 2024 | AAAI | An Empirical Study of CLIP for Text-Based Person Search. | Min Cao, Yang Bai, Ziyin Zeng, Mang Ye, Min Zhang |
| 2024 | AAAI | TexFit: Text-Driven Fashion Image Editing with Diffusion Models. | Tongxin Wang, Mang Ye |
| 2024 | AAAI | Federated Graph Learning under Domain Shift with Generalizable Prototypes. | Guancheng Wan, Wenke Huang, Mang Ye |
| 2024 | AAAI | Negative Pre-aware for Noisy Cross-Modal Matching. | Xu Zhang, Hao Li, Mang Ye |
| 2024 | CVPR | Fair Federated Learning Under Domain Skew with Local Consistency and Domain Diversity. | Yuhang Chen, Wenke Huang, Mang Ye |
| 2024 | CVPR | All in One Framework for Multimodal Re-Identification in the Wild. | He Li, Mang Ye, Ming Zhang, Bo Du |
| 2024 | CVPR | Contextual Augmented Global Contrast for Multimodal Intent Recognition. | Kaili Sun, Zhiwen Xie, Mang Ye, Huyin Zhang |
| 2024 | CVPR | Shallow-Deep Collaborative Learning for Unsupervised Visible-Infrared Person Re-Identification. | Bin Yang, Jun Chen, Mang Ye |
| 2024 | CVPR | FedAS: Bridging Inconsistency in Personalized Federated Learning. | Xiyuan Yang, Wenke Huang, Mang Ye |
| 2024 | ECCV | Fisher Calibration for Backdoor-Robust Heterogeneous Federated Learning. | Wenke Huang, Mang Ye, Zekun Shi, Bo Du, Dacheng Tao |
| 2024 | ECCV | Adaptive High-Frequency Transformer for Diverse Wildlife Re-identification. | Chenyue Li, Shuoyi Chen, Mang Ye |
| 2024 | ECCV | Synergy of Sight and Semantics: Visual Intention Understanding with CLIP. | Qu Yang, Mang Ye, Dacheng Tao |
| 2024 | ICML | Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning. | Wenke Huang, Zekun Shi, Mang Ye, He Li, Bo Du |
| 2024 | ICML | S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning. | Guancheng Wan, Yijun Tian, Wenke Huang, Nitesh V. Chawla, Mang Ye |
| 2024 | IJCAI | DifTraj: Diffusion Inspired by Intrinsic Intention and Extrinsic Interaction for Multi-Modal Trajectory Prediction. | Yanghong Liu, Xingping Dong, Yutian Lin, Mang Ye |
| 2023 | AAAI | Refined Semantic Enhancement towards Frequency Diffusion for Video Captioning. | Xian Zhong, Zipeng Li, Shuqin Chen, Kui Jiang, Chen Chen, Mang Ye |
| 2023 | CVPR | Towards Modality-Agnostic Person Re-identification with Descriptive Query. | Cuiqun Chen, Mang Ye, Ding Jiang |
| 2023 | CVPR | Rethinking Federated Learning with Domain Shift: A Prototype View. | Wenke Huang, Mang Ye, Zekun Shi, He Li, Bo Du |
| 2023 | CVPR | Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval. | Ding Jiang, Mang Ye |
| 2023 | CVPR | Unsupervised Visible-Infrared Person Re-Identification via Progressive Graph Matching and Alternate Learning. | Zesen Wu, Mang Ye |
| 2023 | ICASSP | Top-K Visual Tokens Transformer: Selecting Tokens for Visible-Infrared Person Re-Identification. | Bin Yang, Jun Chen, Mang Ye |
| 2023 | ICCV | Robust Heterogeneous Federated Learning under Data Corruption. | Xiuwen Fang, Mang Ye, Xiyuan Yang |
| 2023 | ICCV | Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning. | Wuxuan Shi, Mang Ye |
| 2023 | ICCV | Towards Grand Unified Representation Learning for Unsupervised Visible-Infrared Person Re-Identification. | Bin Yang, Jun Chen, Mang Ye |
| 2023 | IJCAI | Federated Graph Semantic and Structural Learning. | Wenke Huang, Guancheng Wan, Mang Ye, Bo Du |
| 2022 | CVPR | Robust Federated Learning with Noisy and Heterogeneous Clients. | Xiuwen Fang, Mang Ye |
| 2022 | CVPR | Learn from Others and Be Yourself in Heterogeneous Federated Learning. | Wenke Huang, Mang Ye, Bo Du |
| 2022 | ECCV | Improving Self-supervised Lightweight Model Learning via Hard-Aware Metric Distillation. | Hao Liu, Mang Ye |
| 2022 | MMM | Patching Your Clothes: Semantic-Aware Learning for Cloth-Changed Person Re-Identification. | Xuemei Jia, Xian Zhong, Mang Ye, Wenxuan Liu, Wenxin Huang, Shilei Zhao |
| 2021 | ICCV | Cross-Modality Person Re-Identification via Modality Confusion and Center Aggregation. | Xin Hao, Sanyuan Zhao, Mang Ye, Jianbing Shen |
| 2021 | ICCV | Channel Augmented Joint Learning for Visible-Infrared Recognition. | Mang Ye, Weijian Ruan, Bo Du, Mike Zheng Shou |
| 2021 | IJCAI | Cooperative Joint Attentive Network for Patient Outcome Prediction on Irregular Multi-Rate Multivariate Health Data. | Qingxiong Tan, Mang Ye, Grace Lai-Hung Wong, Pong Chi Yuen |
| 2021 | PRICAI | Random Walk Erasing with Attention Calibration for Action Recognition. | Yuze Tian, Xian Zhong, Wenxuan Liu, Xuemei Jia, Shilei Zhao, Mang Ye |
| 2020 | AAAI | DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series. | Qingxiong Tan, Mang Ye, Baoyao Yang, Siqi Liu, Andy Jinhua Ma, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Pong Chi Yuen |
| 2020 | CVPR | Probabilistic Structural Latent Representation for Unsupervised Embedding. | Mang Ye, Jianbing Shen |
| 2020 | ECCV | Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-identification. | Mang Ye, Jianbing Shen, David J. Crandall, Ling Shao, Jiebo Luo |
| 2020 | ICPR | Multi-Scale Cascading Network with Compact Feature Learning for RGB-Infrared Person Re-Identification. | Can Zhang, Hong Liu, Wei Guo, Mang Ye |
| 2019 | CIKM | UA-CRNN: Uncertainty-Aware Convolutional Recurrent Neural Network for Mortality Risk Prediction. | Qingxiong Tan, Andy Jinhua Ma, Mang Ye, Baoyao Yang, Huiqi Deng, Vincent Wai-Sun Wong, Yee-Kit Tse, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Jessica Yuet-Ling Ching, Francis Ka-Leung Chan, Pong C. Yuen |
| 2019 | CVPR | Unsupervised Embedding Learning via Invariant and Spreading Instance Feature. | Mang Ye, Xu Zhang, Pong C. Yuen, Shih-Fu Chang |
| 2019 | IJCAI | Variation Generalized Feature Learning via Intra-view Variation Adaptation. | Jiawei Li, Mang Ye, Andy Jinhua Ma, Pong C. Yuen |
| 2018 | AAAI | Robust Collaborative Discriminative Learning for RGB-Infrared Tracking. | Xiangyuan Lan, Mang Ye, Shengping Zhang, Pong C. Yuen |
| 2018 | AAAI | Hierarchical Discriminative Learning for Visible Thermal Person Re-Identification. | Mang Ye, Xiangyuan Lan, Jiawei Li, Pong C. Yuen |
| 2018 | ECCV | Robust Anchor Embedding for Unsupervised Video Person re-IDentification in the Wild. | Mang Ye, Xiangyuan Lan, Pong C. Yuen |
| 2018 | IJCAI | Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification. | Zheng Wang, Mang Ye, Fan Yang, Xiang Bai, Shin'ichi Satoh |
| 2018 | IJCAI | Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking. | Mang Ye, Zheng Wang, Xiangyuan Lan, Pong C. Yuen |
| 2017 | ICCV | Dynamic Label Graph Matching for Unsupervised Video Re-identification. | Mang Ye, Andy Jinhua Ma, Liang Zheng, Jiawei Li, Pong C. Yuen |
| 2016 | IJCNN | Spatiotemporal saliency based on location prior model. | Liuyi Hu, Zhongyuan Wang, Mang Ye, Jing Xiao, Ruimin Hu |
| 2016 | MMM | Spatial Constrained Fine-Grained Color Name for Person Re-identification. | Yang Yang, Yuhong Yang, Mang Ye, Wenxin Huang, Zheng Wang, Chao Liang, Lei Yao, Chunjie Zhang |
| 2015 | MMM | Coupled-View Based Ranking Optimization for Person Re-identification. | Mang Ye, Jun Chen, Qingming Leng, Chao Liang, Zheng Wang, Kaimin Sun |