← Authors

Mang Ye

78 papers · 2017–2026 · 8 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (12) πŸ—ΊοΈ Taxonomy Completionist (92) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (9) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) 🏠 Conference Loyalist (20) 🀝 Dynamic Duo (30) πŸ† Grand Slam πŸ”¬ Deep Specialist (16) πŸ† Keyword Champion (3) πŸ’Ž Century Club (73) πŸš€ Conference Pioneer ⚑ Prolific Year (19) πŸ”₯ Unstoppable (9) πŸ—ƒοΈ Keyword Collector (248)

Conferences

CVPR (20) AAAI (15) ICML (13) IJCAI (10) ICCV (8) ECCV (6) NIPS (5) ICLR (1)

Top co-authors

Wenke Huang (34) Guancheng Wan (21) He Li (14) Bo Du (14) Bin Yang (9) Zekun Shi (7) Dacheng Tao (5) Jian Liang (5) Guibin Zhang (4) Wuxuan Shi (4)

Research topics

Privacy (1)

Keywords

person re-identification (15) federated learning (12) contrastive learning (6) representation learning (6) domain adaptation (6) unsupervised learning (6) federated graph learning (5) diffusion model (5) metric learning (5) graph neural network (5) domain generalization (5) vision language model (5) multimodal learning (4) cross-modal retrieval (4) catastrophic forgetting (4) prototype learning (4) domain shift (3) continual learning (3) knowledge distillation (3) model aggregation (3)

Papers

RGMP: Recurrent Geometric-prior Multimodal Policy for Generalizable Humanoid Robot Manipulation AAAI 2026
Probing Semantic Insensitivity for Inference-Time Backdoor Defense in Multimodal Large Language Model AAAI 2026
Text-based Aerial-Ground Person Retrieval AAAI 2026
Divide, Conquer and Unite: Hierarchical Style-Recalibrated Prototype Alignment for Federated Medical Segmentation AAAI 2026
Towards Robust Text-Attributed Federated Graph Learning: Multimodal Threats and Defense AAAI 2026
CAN: Leveraging Clients As Navigators for Generative Replay in Federated Continual Learning ICML 2025
TokenMatcher: Diverse Tokens Matching for Unsupervised Visible-Infrared Person Re-Identification AAAI 2025
NightReID: A Large-Scale Nighttime Person Re-Identification Benchmark AAAI 2025
MDFG: Multi-Dimensional Fine-Grained Modeling for Fatigue Detection AAAI 2025
Label-Free Backdoor Attacks in Vertical Federated Learning AAAI 2025
Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for Person Re-identification CVPR 2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models CVPR 2025
LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Models CVPR 2025
Uncertain Multimodal Intention and Emotion Understanding in the Wild CVPR 2025
EMOE: Modality-Specific Enhanced Dynamic Emotion Experts CVPR 2025
FedSPA: Generalizable Federated Graph Learning under Homophily Heterogeneity CVPR 2025
Chat-based Person Retrieval via Dialogue-Refined Cross-Modal Alignment CVPR 2025
Unsupervised Visible-Infrared Person Re-identification under Unpaired Settings ICCV 2025
Pose-Star: Anatomy-Aware Editing for Open-World Fashion Images ICCV 2025
Energy-based Backdoor Defense Against Federated Graph Learning ICLR 2025
FedPHA: Federated Prompt Learning for Heterogeneous Client Adaptation ICML 2025
Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models ICML 2025
SPMC: Self-Purifying Federated Backdoor Defense via Margin Contribution ICML 2025
Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning ICML 2025
Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning ICML 2025
Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models ICML 2025
GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention ICML 2025
EAGLES: Towards Effective, Efficient, and Economical Federated Graph Learning via Unified Sparsification ICML 2025
$S^2$FGL: Spatial Spectral Federated Graph Learning ICML 2025
Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation ICML 2025
Towards Anytime Retrieval: A Benchmark for Anytime Person Re-Identification IJCAI 2025
Pixel-wise Divide and Conquer for Federated Vessel Segmentation IJCAI 2025
Prototype-guided Knowledge Propagation with Adaptive Learning for Lifelong Person Re-identification IJCAI 2025
An Empirical Study of Federated Prompt Learning for Vision Language Model IJCAI 2025
FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference NIPS 2024
Synergy of Sight and Semantics: Visual Intention Understanding with CLIP ECCV 2024
Fisher Calibration for Backdoor-Robust Heterogeneous Federated Learning ECCV 2024
Adaptive High-Frequency Transformer for Diverse Wildlife Re-Identification ECCV 2024
Prospective Representation Learning for Non-Exemplar Class-Incremental Learning NIPS 2024
An Empirical Study of CLIP for Text-Based Person Search AAAI 2024
Negative Pre-aware for Noisy Cross-Modal Matching AAAI 2024
TexFit: Text-Driven Fashion Image Editing with Diffusion Models AAAI 2024
Federated Graph Learning under Domain Shift with Generalizable Prototypes AAAI 2024
Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning ICML 2024
S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning ICML 2024
Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity CVPR 2024
FedAS: Bridging Inconsistency in Personalized Federated Learning CVPR 2024
Contextual Augmented Global Contrast for Multimodal Intent Recognition CVPR 2024
All in One Framework for Multimodal Re-identification in the Wild CVPR 2024
Shallow-Deep Collaborative Learning for Unsupervised Visible-Infrared Person Re-Identification CVPR 2024
DifTraj: Diffusion Inspired by Intrinsic Intention and Extrinsic Interaction for Multi-Modal Trajectory Prediction IJCAI 2024
Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning NIPS 2024
Empowering Visible-Infrared Person Re-Identification with Large Foundation Models NIPS 2024
Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval CVPR 2023
Federated Graph Semantic and Structural Learning IJCAI 2023
Dynamic Personalized Federated Learning with Adaptive Differential Privacy NIPS 2023
Towards Grand Unified Representation Learning for Unsupervised Visible-Infrared Person Re-Identification ICCV 2023
Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning ICCV 2023
Robust Heterogeneous Federated Learning under Data Corruption ICCV 2023
Rethinking Federated Learning With Domain Shift: A Prototype View CVPR 2023
Refined Semantic Enhancement towards Frequency Diffusion for Video Captioning AAAI 2023
Unsupervised Visible-Infrared Person Re-Identification via Progressive Graph Matching and Alternate Learning CVPR 2023
Towards Modality-Agnostic Person Re-Identification With Descriptive Query CVPR 2023
Learn From Others and Be Yourself in Heterogeneous Federated Learning CVPR 2022
Robust Federated Learning With Noisy and Heterogeneous Clients CVPR 2022
Improving Self-Supervised Lightweight Model Learning via Hard-Aware Metric Distillation ECCV 2022
Cooperative Joint Attentive Network for Patient Outcome Prediction on Irregular Multi-Rate Multivariate Health Data IJCAI 2021
Cross-Modality Person Re-Identification via Modality Confusion and Center Aggregation ICCV 2021
Channel Augmented Joint Learning for Visible-Infrared Recognition ICCV 2021
Probabilistic Structural Latent Representation for Unsupervised Embedding CVPR 2020
DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series AAAI 2020
Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-Identification ECCV 2020
Variation Generalized Feature Learning via Intra-view Variation Adaptation IJCAI 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature CVPR 2019
Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification IJCAI 2018
Robust Anchor Embedding for Unsupervised Video Person Re-Identification in the Wild ECCV 2018
Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking IJCAI 2018
Dynamic Label Graph Matching for Unsupervised Video Re-Identification ICCV 2017