PPaperPicks

Mang Ye

70 papers at tracked venues · 62 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3989-7655 ↗Homepage ↗

Venues

NeurIPS ×16AAAI ×13ICML ×13CVPR ×12IJCAI ×5ACM MM ×3ECCV ×3ICCV ×2ICLR ×1SIGKDD ×1WWW ×1

Frequent coauthors

Wenke Huang
×40
Guancheng Wan
×21
He Li
×16
Bo Du
×15
Bin Yang
×11
Guibin Zhang
×7
Zekun Shi
×6
Jian Liang
×5
Dacheng Tao
×5
Zihan Tan
×4
Xuankun Rong
×4
Zitong Shi
×4

Papers

  1. CA-PFL: Client-adaptive Parameter-efficient Fine-tuning for Personalized Federated Learning
    WWW 2026 ·
    Daixin Song
    ,
    Hui Cai
    ,
    Haojie Zhang
    ,
    Biyun Sheng
    ,
    Jian Zhou
    , Mang Ye,
    Fu Xiao
  2. Divide, Conquer and Unite: Hierarchical Style-Recalibrated Prototype Alignment for Federated Medical Segmentation
    AAAI 2026 ·
    Xingyue Zhao
    ,
    Wenke Huang
    ,
    Xingguang Wang
    ,
    Haoyu Zhao
    ,
    Linghao Zhuang
    ,
    Anwen Jiang
    ,
    Guancheng Wan
    , Mang Ye
  3. FedPRE: Robust Federated Graph Learning against Topological Corruption
    SIGKDD 2026 ·
    Zihan Tan
    ,
    Guancheng Wan
    ,
    Wenke Huang
    ,
    Bin Yang
    , Mang Ye
  4. Probing Semantic Insensitivity for Inference-Time Backdoor Defense in Multimodal Large Language Model
    AAAI 2026 ·
    Xuankun Rong
    ,
    Wenke Huang
    ,
    Wenzheng Jiang
    ,
    Yiming Li
    ,
    Wenxuan Wang
    , Mang Ye
  5. RGMP: Recurrent Geometric-prior Multimodal Policy for Generalizable Humanoid Robot Manipulation
    AAAI 2026 ·
    Xuetao Li
    ,
    Wenke Huang
    ,
    Nengyuan Pan
    ,
    Kaiyan Zhao
    ,
    Songhua Yang
    ,
    Yiming Wang
    ,
    Mengde Li
    , Mang Ye,
    Jifeng Xuan
    ,
    Miao Li
  6. Text-based Aerial-Ground Person Retrieval
    AAAI 2026 ·
    Xinyu Zhou
    ,
    Yu Wu
    ,
    Jiayao Ma
    ,
    Wenhao Wang
    ,
    Min Cao
    , Mang Ye
  7. Towards Robust Text-Attributed Federated Graph Learning: Multimodal Threats and Defense
    AAAI 2026 ·
    Zitong Shi
    ,
    Guancheng Wan
    ,
    Wenke Huang
    ,
    Yuxin Wu
    ,
    Quan Zhang
    , Mang Ye
  8. Adaptive Re-calibration Learning for Balanced Multimodal Intention Recognition
    NeurIPS 2025 ·
    Qu Yang
    ,
    Xiyang Li
    ,
    Fu Lin
    , Mang Ye
  9. An Empirical Study of Federated Prompt Learning for Vision Language Model
    IJCAI 2025 ·
    Zhihao Wang
    ,
    Wenke Huang
    ,
    Tian Chen
    ,
    Zekun Shi
    ,
    Guancheng Wan
    ,
    Yu Qiao
    ,
    Bin Yang
    ,
    Jian Wang
    ,
    Bing Li
    , Mang Ye
  10. Backdoor Cleaning without External Guidance in MLLM Fine-tuning
    NeurIPS 2025 ·
    Xuankun Rong
    ,
    Wenke Huang
    ,
    Jian Liang
    ,
    Jinhe Bi
    ,
    Xun Xiao
    ,
    Yiming Li
    ,
    Bo Du
    , Mang Ye
  11. Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning
    ICML 2025 ·
    Wenke Huang
    ,
    Jian Liang
    ,
    Guancheng Wan
    ,
    Didi Zhu
    ,
    He Li
    ,
    Jiawei Shao
    , Mang Ye,
    Bo Du
    ,
    Dacheng Tao
  12. CAN: Leveraging Clients As Navigators for Generative Replay in Federated Continual Learning
    ICML 2025 ·
    Xuankun Rong
    ,
    Jianshu Zhang
    ,
    Kun He
    , Mang Ye
  13. Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models
    ICML 2025 ·
    Yiyang Fang
    ,
    Jian Liang
    ,
    Wenke Huang
    ,
    He Li
    ,
    Kehua Su
    , Mang Ye
  14. Chat-based Person Retrieval via Dialogue-Refined Cross-Modal Alignment
    CVPR 2025 ·
    Yang Bai
    ,
    Yucheng Ji
    ,
    Min Cao
    ,
    Jinqiao Wang
    , Mang Ye
  15. Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for Person Re-identification
    CVPR 2025 ·
    Jinxi Yang
    ,
    He Li
    ,
    Bo Du
    , Mang Ye
  16. DKDR: Dynamic Knowledge Distillation for Reliability in Federated Learning
    NeurIPS 2025 ·
    Yueyang Yuan
    ,
    Wenke Huang
    ,
    Frank Wan
    ,
    Kaiqi Guan
    ,
    He Li
    , Mang Ye
  17. EAGLES: Towards Effective, Efficient, and Economical Federated Graph Learning via Unified Sparsification
    ICML 2025 ·
    Zitong Shi
    ,
    Guancheng Wan
    ,
    Wenke Huang
    ,
    Guibin Zhang
    ,
    He Li
    ,
    Carl Yang
    , Mang Ye
  18. EMOE: Modality-Specific Enhanced Dynamic Emotion Experts
    CVPR 2025 ·
    Yiyang Fang
    ,
    Wenke Huang
    ,
    Guancheng Wan
    ,
    Kehua Su
    , Mang Ye
  19. Energy-based Backdoor Defense Against Federated Graph Learning
    ICLR 2025 ·
    Guancheng Wan
    ,
    Zitong Shi
    ,
    Wenke Huang
    ,
    Guibin Zhang
    ,
    Dacheng Tao
    , Mang Ye
  20. FedPHA: Federated Prompt Learning for Heterogeneous Client Adaptation
    ICML 2025 ·
    Chengying Fang
    ,
    Wenke Huang
    ,
    Guancheng Wan
    ,
    Yihao Yang
    , Mang Ye
  21. FedSPA: Generalizable Federated Graph Learning under Homophily Heterogeneity
    CVPR 2025 ·
    Zihan Tan
    ,
    Guancheng Wan
    ,
    Wenke Huang
    ,
    He Li
    ,
    Guibin Zhang
    ,
    Carl Yang
    , Mang Ye
  22. Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation
    ICML 2025 ·
    Yihao Yang
    ,
    Wenke Huang
    ,
    Guancheng Wan
    ,
    Bin Yang
    , Mang Ye
  23. GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention
    ICML 2025 ·
    Jiaru Qian
    ,
    Guancheng Wan
    ,
    Wenke Huang
    ,
    Guibin Zhang
    ,
    Yuxin Wu
    ,
    Bo Du
    , Mang Ye
  24. Label-Free Backdoor Attacks in Vertical Federated Learning
    AAAI 2025 ·
    Wei Shen
    ,
    Wenke Huang
    ,
    Guancheng Wan
    , Mang Ye
  25. Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning
    ICML 2025 ·
    Wenke Huang
    ,
    Jian Liang
    ,
    Zekun Shi
    ,
    Didi Zhu
    ,
    Guancheng Wan
    ,
    He Li
    ,
    Bo Du
    ,
    Dacheng Tao
    , Mang Ye
  26. LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Models
    CVPR 2025 ·
    Jian Liang
    ,
    Wenke Huang
    ,
    Guancheng Wan
    ,
    Qu Yang
    , Mang Ye
  27. MARS-VFL: A Unified Benchmark for Vertical Federated Learning with Realistic Evaluation
    NeurIPS 2025 ·
    Wei Shen
    ,
    Weiqi Liu
    ,
    Mingde Chen
    ,
    Wenke Huang
    , Mang Ye
  28. MDFG: Multi-Dimensional Fine-Grained Modeling for Fatigue Detection
    AAAI 2025 ·
    Mei Wang
    ,
    Xiaojie Zhu
    ,
    Ruimin Hu
    ,
    Dongliang Zhu
    ,
    Liang Liao
    , Mang Ye
  29. MLLMs Meet Person Re-identification
    ACM MM 2025 ·
    Mengying Duan
    ,
    He Li
    , Mang Ye
  30. MOTION: Multi-Sculpt Evolutionary Coarsening for Federated Continual Graph Learning
    NeurIPS 2025 ·
    Frank Wan
    ,
    Fengyuan Ran
    ,
    Ruikang Zhang
    ,
    Wenke Huang
    ,
    Xuankun Rong
    ,
    Guibin Zhang
    ,
    Yuxin Wu
    ,
    Bo Du
    , Mang Ye
  31. MoodAngels: A Retrieval-augmented Multi-agent Framework for Psychiatry Diagnosis
    NeurIPS 2025 ·
    Mengxi Xiao
    ,
    Ben Liu
    ,
    He Li
    ,
    Jimin Huang
    ,
    Qianqian Xie
    ,
    Xiaofen Zong
    , Mang Ye,
    Min Peng
  32. Multi-order Orchestrated Curriculum Distillation for Model-Heterogeneous Federated Graph Learning
    NeurIPS 2025 ·
    Frank Wan
    ,
    Xu Cheng
    ,
    Run Liu
    ,
    Wenke Huang
    ,
    Zitong Shi
    ,
    Pinyi Jin
    ,
    Guibin Zhang
    ,
    Bo Du
    , Mang Ye
  33. NightReID: A Large-Scale Nighttime Person Re-Identification Benchmark
    AAAI 2025 ·
    Yuxuan Zhao
    ,
    Weijian Ruan
    ,
    He Li
    , Mang Ye
  34. OASIS: One-Shot Federated Graph Learning via Wasserstein Assisted Knowledge Integration
    NeurIPS 2025 ·
    Frank Wan
    ,
    Jiaru Qian
    ,
    Wenke Huang
    ,
    Qilin Xu
    ,
    Xianda Guo
    ,
    Boheng Li
    ,
    Guibin Zhang
    ,
    Bo Du
    , Mang Ye
  35. PC-Net: Weakly Supervised Compositional Moment Retrieval via Proposal-Centric Network
    NeurIPS 2025 ·
    Mingyao Zhou
    ,
    Hao Sun
    ,
    Wei Xie
    ,
    Ming Dong
    ,
    Chengji Wang
    , Mang Ye
  36. Pixel-wise Divide and Conquer for Federated Vessel Segmentation
    IJCAI 2025 ·
    Tian Chen
    ,
    Wenke Huang
    ,
    Zhihao Wang
    ,
    Zekun Shi
    ,
    He Li
    ,
    Wenhui Dong
    , Mang Ye,
    Bo Du
    ,
    Yongchao Xu
  37. Pose-Star: Anatomy-Aware Editing for Open-World Fashion Images
    ICCV 2025 ·
    Yuran Dong
    , Mang Ye
  38. Prototype-guided Knowledge Propagation with Adaptive Learning for Lifelong Person Re-identification
    IJCAI 2025 ·
    Zhijie Lu
    ,
    Wuxuan Shi
    ,
    He Li
    , Mang Ye
  39. Rethinking Fair Federated Learning from Parameter and Client View
    NeurIPS 2025 ·
    Kaiqi Guan
    ,
    Wenke Huang
    ,
    Xianda Guo
    ,
    Yueyang Yuan
    ,
    Bin Yang
    , Mang Ye
  40. S2FGL: Spatial Spectral Federated Graph Learning
    ICML 2025 ·
    Zihan Tan
    ,
    Suyuan Huang
    ,
    Guancheng Wan
    ,
    Wenke Huang
    ,
    He Li
    , Mang Ye
  41. SPMC: Self-Purifying Federated Backdoor Defense via Margin Contribution
    ICML 2025 ·
    Wenwen He
    ,
    Wenke Huang
    ,
    Bin Yang
    ,
    Shukan Liu
    , Mang Ye
  42. Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models
    ICML 2025 ·
    Yangxu Liao
    ,
    Wenke Huang
    ,
    Guancheng Wan
    ,
    Jian Liang
    ,
    Bin Yang
    , Mang Ye
  43. Synthetic Data is an Elegant GIFT for Continual Vision-Language Models
    CVPR 2025 ·
    Bin Wu
    ,
    Wuxuan Shi
    ,
    Jinqiao Wang
    , Mang Ye
  44. TokenMatcher: Diverse Tokens Matching for Unsupervised Visible-Infrared Person Re-Identification
    AAAI 2025 ·
    Xiao Wang
    ,
    Lekai Liu
    ,
    Bin Yang
    , Mang Ye,
    Zheng Wang
    ,
    Xin Xu
  45. Towards Anytime Retrieval: A Benchmark for Anytime Person Re-Identification
    IJCAI 2025 ·
    Xulin Li
    ,
    Yan Lu
    ,
    Bin Liu
    ,
    Jiaze Li
    ,
    Qinhong Yang
    ,
    Tao Gong
    ,
    Qi Chu
    , Mang Ye,
    Nenghai Yu
  46. Towards Robust Parameter-Efficient Fine-Tuning for Federated Learning
    NeurIPS 2025 ·
    Xiuwen Fang
    , Mang Ye
  47. Unbiased Prototype Consistency Learning for Multi-Modal and Multi-Task Object Re-Identification
    NeurIPS 2025 ·
    Zhongao Zhou
    ,
    Bin Yang
    ,
    Wenke Huang
    ,
    Jun Chen
    , Mang Ye
  48. Uncertain Multimodal Intention and Emotion Understanding in the Wild
    CVPR 2025 ·
    Qu Yang
    ,
    Qinghongya Shi
    ,
    Tongxin Wang
    , Mang Ye
  49. Unsupervised Visible-Infrared Person Re-Identification Under Unpaired Settings
    ICCV 2025 ·
    Haoyu Yao
    ,
    Bin Yang
    ,
    Wenke Huang
    ,
    Bo Du
    , Mang Ye
  50. Adaptive High-Frequency Transformer for Diverse Wildlife Re-identification
    ECCV 2024 ·
    Chenyue Li
    ,
    Shuoyi Chen
    , Mang Ye
  51. All in One Framework for Multimodal Re-Identification in the Wild
    CVPR 2024 ·
    He Li
    , Mang Ye,
    Ming Zhang
    ,
    Bo Du
  52. An Empirical Study of CLIP for Text-Based Person Search
    AAAI 2024 ·
    Min Cao
    ,
    Yang Bai
    ,
    Ziyin Zeng
    , Mang Ye,
    Min Zhang
  53. Cloth-aware Augmentation for Cloth-generalized Person Re-identification
    ACM MM 2024 ·
    Fangyi Liu
    , Mang Ye,
    Bo Du
  54. Contextual Augmented Global Contrast for Multimodal Intent Recognition
    CVPR 2024 ·
    Kaili Sun
    ,
    Zhiwen Xie
    , Mang Ye,
    Huyin Zhang
  55. DifTraj: Diffusion Inspired by Intrinsic Intention and Extrinsic Interaction for Multi-Modal Trajectory Prediction
    IJCAI 2024 ·
    Yanghong Liu
    ,
    Xingping Dong
    ,
    Yutian Lin
    , Mang Ye
  56. Empowering Visible-Infrared Person Re-Identification with Large Foundation Models
    NeurIPS 2024 ·
    Zhangyi Hu
    ,
    Bin Yang
    , Mang Ye
  57. Fair Federated Learning Under Domain Skew with Local Consistency and Domain Diversity
    CVPR 2024 ·
    Yuhang Chen
    ,
    Wenke Huang
    , Mang Ye
  58. FedAS: Bridging Inconsistency in Personalized Federated Learning
    CVPR 2024 ·
    Xiyuan Yang
    ,
    Wenke Huang
    , Mang Ye
  59. FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference
    NeurIPS 2024 ·
    Zihan Tan
    ,
    Guancheng Wan
    ,
    Wenke Huang
    , Mang Ye
  60. Federated Graph Learning under Domain Shift with Generalizable Prototypes
    AAAI 2024 ·
    Guancheng Wan
    ,
    Wenke Huang
    , Mang Ye
  61. Fisher Calibration for Backdoor-Robust Heterogeneous Federated Learning
    ECCV 2024 ·
    Wenke Huang
    , Mang Ye,
    Zekun Shi
    ,
    Bo Du
    ,
    Dacheng Tao
  62. Negative Pre-aware for Noisy Cross-Modal Matching
    AAAI 2024 ·
    Xu Zhang
    ,
    Hao Li
    , Mang Ye
  63. Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning
    NeurIPS 2024 ·
    Wenke Huang
    , Mang Ye,
    Zekun Shi
    ,
    Guancheng Wan
    ,
    He Li
    ,
    Bo Du
  64. Prospective Representation Learning for Non-Exemplar Class-Incremental Learning
    NeurIPS 2024 ·
    Wuxuan Shi
    , Mang Ye
  65. Resisting Over-Smoothing in Graph Neural Networks via Dual-Dimensional Decoupling
    ACM MM 2024 ·
    Wei Shen
    , Mang Ye,
    Wenke Huang
  66. S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning
    ICML 2024 ·
    Guancheng Wan
    ,
    Yijun Tian
    ,
    Wenke Huang
    ,
    Nitesh V. Chawla
    , Mang Ye
  67. Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning
    ICML 2024 ·
    Wenke Huang
    ,
    Zekun Shi
    , Mang Ye,
    He Li
    ,
    Bo Du
  68. Shallow-Deep Collaborative Learning for Unsupervised Visible-Infrared Person Re-Identification
    CVPR 2024 ·
    Bin Yang
    ,
    Jun Chen
    , Mang Ye
  69. Synergy of Sight and Semantics: Visual Intention Understanding with CLIP
    ECCV 2024 ·
    Qu Yang
    , Mang Ye,
    Dacheng Tao
  70. TexFit: Text-Driven Fashion Image Editing with Diffusion Models
    AAAI 2024 ·
    Tongxin Wang
    , Mang Ye