Ye, Mang

86 publications

ICML 2025 $S^2$FGL: Spatial Spectral Federated Graph Learning Zihan Tan, Suyuan Huang, Guancheng Wan, Wenke Huang, He Li, Mang Ye

NeurIPS 2025 Adaptive Re-Calibration Learning for Balanced Multimodal Intention Recognition Qu Yang, Xiyang Li, Fu Lin, Mang Ye

IJCAI 2025 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

NeurIPS 2025 Backdoor Cleaning Without External Guidance in MLLM Fine-Tuning Xuankun Rong, Wenke Huang, Jian Liang, Jinhe Bi, Xun Xiao, Yiming Li, Bo Du, Mang Ye

ICML 2025 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

ICML 2025 CAN: Leveraging Clients as Navigators for Generative Replay in Federated Continual Learning Xuankun Rong, Jianshu Zhang, Kun He, Mang Ye

ICML 2025 Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models Yiyang Fang, Jian Liang, Wenke Huang, He Li, Kehua Su, Mang Ye

CVPR 2025 Chat-Based Person Retrieval via Dialogue-Refined Cross-Modal Alignment Yang Bai, Yucheng Ji, Min Cao, Jinqiao Wang, Mang Ye

CVPR 2025 Cheb-GR: Rethinking K-Nearest Neighbor Search in Re-Ranking for Person Re-Identification Jinxi Yang, He Li, Bo Du, Mang Ye

NeurIPS 2025 DKDR: Dynamic Knowledge Distillation for Reliability in Federated Learning Yueyang Yuan, Wenke Huang, Guancheng Wan, Kaiqi Guan, He Li, Mang Ye

ICML 2025 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

CVPR 2025 EMOE: Modality-Specific Enhanced Dynamic Emotion Experts Yiyang Fang, Wenke Huang, Guancheng Wan, Kehua Su, Mang Ye

ICLR 2025 Energy-Based Backdoor Defense Against Federated Graph Learning Guancheng Wan, Zitong Shi, Wenke Huang, Guibin Zhang, Dacheng Tao, Mang Ye

ICML 2025 FedPHA: Federated Prompt Learning for Heterogeneous Client Adaptation Chengying Fang, Wenke Huang, Guancheng Wan, Yihao Yang, Mang Ye

CVPR 2025 FedSPA: Generalizable Federated Graph Learning Under Homophily Heterogeneity Zihan Tan, Guancheng Wan, Wenke Huang, He Li, Guibin Zhang, Carl Yang, Mang Ye

ICML 2025 Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation Yihao Yang, Wenke Huang, Guancheng Wan, Bin Yang, Mang Ye

ICML 2025 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

AAAI 2025 Label-Free Backdoor Attacks in Vertical Federated Learning Wei Shen, Wenke Huang, Guancheng Wan, Mang Ye

ICML 2025 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

CVPR 2025 LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Models Jian Liang, Wenke Huang, Guancheng Wan, Qu Yang, Mang Ye

NeurIPS 2025 MARS-VFL: A Unified Benchmark for Vertical Federated Learning with Realistic Evaluation Wei Shen, Weiqi Liu, Mingde Chen, Wenke Huang, Mang Ye

AAAI 2025 MDFG: Multi-Dimensional Fine-Grained Modeling for Fatigue Detection Mei Wang, Xiaojie Zhu, Ruimin Hu, Dongliang Zhu, Liang Liao, Mang Ye

NeurIPS 2025 MOTION: Multi-Sculpt Evolutionary Coarsening for Federated Continual Graph Learning Guancheng Wan, Fengyuan Ran, Ruikang Zhang, Wenke Huang, Xuankun Rong, Guibin Zhang, Yuxin Wu, Bo Du, Mang Ye

NeurIPS 2025 MoodAngels: A Retrieval-Augmented Multi-Agent Framework for Psychiatry Diagnosis Mengxi Xiao, Ben Liu, He Li, Jimin Huang, Qianqian Xie, Xiaofen Zong, Mang Ye, Min Peng

NeurIPS 2025 Multi-Order Orchestrated Curriculum Distillation for Model-Heterogeneous Federated Graph Learning Guancheng Wan, Xu Cheng, Run Liu, Wenke Huang, Zitong Shi, Pinyi Jin, Guibin Zhang, Bo Du, Mang Ye

AAAI 2025 NightReID: A Large-Scale Nighttime Person Re-Identification Benchmark Yuxuan Zhao, Weijian Ruan, He Li, Mang Ye

NeurIPS 2025 OASIS: One-Shot Federated Graph Learning via Wasserstein Assisted Knowledge Integration Guancheng Wan, Jiaru Qian, Wenke Huang, Qilin Xu, Xianda Guo, Boheng Li, Guibin Zhang, Bo Du, Mang Ye

NeurIPS 2025 PC-Net: Weakly Supervised Compositional Moment Retrieval via Proposal-Centric Network Mingyao Zhou, Hao Sun, Wei Xie, Ming Dong, Chengji Wang, Mang Ye

IJCAI 2025 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

ICCV 2025 Pose-Star: Anatomy-Aware Editing for Open-World Fashion Images Yuran Dong, Mang Ye

IJCAI 2025 Prototype-Guided Knowledge Propagation with Adaptive Learning for Lifelong Person Re-Identification Zhijie Lu, Wuxuan Shi, He Li, Mang Ye

NeurIPS 2025 Rethinking Fair Federated Learning from Parameter and Client View Kaiqi Guan, Wenke Huang, Xianda Guo, Yueyang Yuan, Bin Yang, Mang Ye

ICML 2025 SPMC: Self-Purifying Federated Backdoor Defense via Margin Contribution Wenwen He, Wenke Huang, Bin Yang, Shukan Liu, Mang Ye

ICML 2025 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

CVPR 2025 Synthetic Data Is an Elegant GIFT for Continual Vision-Language Models Bin Wu, Wuxuan Shi, Jinqiao Wang, Mang Ye

AAAI 2025 TokenMatcher: Diverse Tokens Matching for Unsupervised Visible-Infrared Person Re-Identification Xiao Wang, Lekai Liu, Bin Yang, Mang Ye, Zheng Wang, Xin Xu

IJCAI 2025 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

NeurIPS 2025 Towards Robust Parameter-Efficient Fine-Tuning for Federated Learning Xiuwen Fang, Mang Ye

NeurIPS 2025 Unbiased Prototype Consistency Learning for Multi-Modal and Multi-Task Object Re-Identification Zhongao Zhou, Bin Yang, Wenke Huang, Jun Chen, Mang Ye

CVPR 2025 Uncertain Multimodal Intention and Emotion Understanding in the Wild Qu Yang, Qinghongya Shi, Tongxin Wang, Mang Ye

ICCV 2025 Unsupervised Visible-Infrared Person Re-Identification Under Unpaired Settings Haoyu Yao, Bin Yang, Wenke Huang, Bo Du, Mang Ye

ECCV 2024 Adaptive High-Frequency Transformer for Diverse Wildlife Re-Identification Chenyue Li, Shuoyi Chen, Mang Ye

CVPR 2024 All in One Framework for Multimodal Re-Identification in the Wild He Li, Mang Ye, Ming Zhang, Bo Du

AAAI 2024 An Empirical Study of CLIP for Text-Based Person Search Min Cao, Yang Bai, Ziyin Zeng, Mang Ye, Min Zhang

CVPR 2024 Contextual Augmented Global Contrast for Multimodal Intent Recognition Kaili Sun, Zhiwen Xie, Mang Ye, Huyin Zhang

IJCAI 2024 DifTraj: Diffusion Inspired by Intrinsic Intention and Extrinsic Interaction for Multi-Modal Trajectory Prediction Yanghong Liu, Xingping Dong, Yutian Lin, Mang Ye

NeurIPS 2024 Empowering Visible-Infrared Person Re-Identification with Large Foundation Models Zhangyi Hu, Bin Yang, Mang Ye

CVPR 2024 Fair Federated Learning Under Domain Skew with Local Consistency and Domain Diversity Yuhang Chen, Wenke Huang, Mang Ye

CVPR 2024 FedAS: Bridging Inconsistency in Personalized Federated Learning Xiyuan Yang, Wenke Huang, Mang Ye

NeurIPS 2024 FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference Zihan Tan, Guancheng Wan, Wenke Huang, Mang Ye

AAAI 2024 Federated Graph Learning Under Domain Shift with Generalizable Prototypes Guancheng Wan, Wenke Huang, Mang Ye

ECCV 2024 Fisher Calibration for Backdoor-Robust Heterogeneous Federated Learning Wenke Huang, Mang Ye, Zekun Shi, Bo Du, Dacheng Tao

AAAI 2024 Negative Pre-Aware for Noisy Cross-Modal Matching Xu Zhang, Hao Li, Mang Ye

NeurIPS 2024 Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning Wenke Huang, Mang Ye, Zekun Shi, Guancheng Wan, He Li, Bo Du

NeurIPS 2024 Prospective Representation Learning for Non-Exemplar Class-Incremental Learning Wuxuan Shi, Mang Ye

ICML 2024 S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning Guancheng Wan, Yijun Tian, Wenke Huang, Nitesh V Chawla, Mang Ye

ICML 2024 Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning Wenke Huang, Zekun Shi, Mang Ye, He Li, Bo Du

CVPR 2024 Shallow-Deep Collaborative Learning for Unsupervised Visible-Infrared Person Re-Identification Bin Yang, Jun Chen, Mang Ye

ECCV 2024 Synergy of Sight and Semantics: Visual Intention Understanding with CLIP Qu Yang, Mang Ye, Dacheng Tao

AAAI 2024 TexFit: Text-Driven Fashion Image Editing with Diffusion Models Tongxin Wang, Mang Ye

CVPR 2023 Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval Ding Jiang, Mang Ye

NeurIPS 2023 Dynamic Personalized Federated Learning with Adaptive Differential Privacy Xiyuan Yang, Wenke Huang, Mang Ye

IJCAI 2023 Federated Graph Semantic and Structural Learning Wenke Huang, Guancheng Wan, Mang Ye, Bo Du

ICCV 2023 Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning Wuxuan Shi, Mang Ye

AAAI 2023 Refined Semantic Enhancement Towards Frequency Diffusion for Video Captioning Xian Zhong, Zipeng Li, Shuqin Chen, Kui Jiang, Chen Chen, Mang Ye

CVPR 2023 Rethinking Federated Learning with Domain Shift: A Prototype View Wenke Huang, Mang Ye, Zekun Shi, He Li, Bo Du

ICCV 2023 Robust Heterogeneous Federated Learning Under Data Corruption Xiuwen Fang, Mang Ye, Xiyuan Yang

ICCV 2023 Towards Grand Unified Representation Learning for Unsupervised Visible-Infrared Person Re-Identification Bin Yang, Jun Chen, Mang Ye

CVPR 2023 Towards Modality-Agnostic Person Re-Identification with Descriptive Query Cuiqun Chen, Mang Ye, Ding Jiang

CVPR 2023 Unsupervised Visible-Infrared Person Re-Identification via Progressive Graph Matching and Alternate Learning Zesen Wu, Mang Ye

ECCV 2022 Improving Self-Supervised Lightweight Model Learning via Hard-Aware Metric Distillation Hao Liu, Mang Ye

CVPR 2022 Learn from Others and Be Yourself in Heterogeneous Federated Learning Wenke Huang, Mang Ye, Bo Du

CVPR 2022 Robust Federated Learning with Noisy and Heterogeneous Clients Xiuwen Fang, Mang Ye

ICCV 2021 Channel Augmented Joint Learning for Visible-Infrared Recognition Mang Ye, Weijian Ruan, Bo Du, Mike Zheng Shou

IJCAI 2021 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

ICCV 2021 Cross-Modality Person Re-Identification via Modality Confusion and Center Aggregation Xin Hao, Sanyuan Zhao, Mang Ye, Jianbing Shen

ICCVW 2021 The Multi-Modal Video Reasoning and Analyzing Competition Haoran Peng, He Huang, Li Xu, Tianjiao Li, Jun Liu, Hossein Rahmani, Qiuhong Ke, Zhicheng Guo, Cong Wu, Rongchang Li, Mang Ye, Jiahao Wang, Jiaxu Zhang, Yuanzhong Liu, Tao He, Fuwei Zhang, Xianbin Liu, Tao Lin

AAAI 2020 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

ECCV 2020 Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-Identification Mang Ye, Jianbing Shen, David J. Crandall, Ling Shao, Jiebo Luo

IJCAI 2019 Variation Generalized Feature Learning via Intra-View Variation Adaptation Jiawei Li, Mang Ye, Andy Jinhua Ma, Pong C. Yuen

IJCAI 2018 Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-Identification Zheng Wang, Mang Ye, Fan Yang, Xiang Bai, Shin'ichi Satoh

AAAI 2018 Hierarchical Discriminative Learning for Visible Thermal Person Re-Identification Mang Ye, Xiangyuan Lan, Jiawei Li, Pong C. Yuen

ECCV 2018 Robust Anchor Embedding for Unsupervised Video Person Re-Identification in the Wild Mang Ye, Xiangyuan Lan, Pong C. Yuen

AAAI 2018 Robust Collaborative Discriminative Learning for RGB-Infrared Tracking Xiangyuan Lan, Mang Ye, Shengping Zhang, Pong C. Yuen

IJCAI 2018 Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking Mang Ye, Zheng Wang, Xiangyuan Lan, Pong C. Yuen

ICCV 2017 Dynamic Label Graph Matching for Unsupervised Video Re-Identification Mang Ye, Andy J. Ma, Liang Zheng, Jiawei Li, Pong C. Yuen