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Ye Shi

29 papers · 2022–2026 · 7 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+7 more ↓ 🐣 Hot Topic Early Bird 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸ—ΊοΈ Taxonomy Completionist (75) 🀝 Dynamic Duo (25)
πŸ† Grand Slam πŸ‘‘ Triple Crown ⚑ Prolific Year Β· Prolific πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (5) πŸ—ƒοΈ Keyword Collector (163)

Venues

NeurIPS (9) CVPR (7) AAAI (5) ICML (3) ICCV (2) ICLR (2) IJCAI (1)

Top co-authors

Jingya Wang (25) Jingyi Yu (12) Lan Xu (7) Wei Huang (5) Yuexin Ma (5) Chunlin Yu (4) Shutong Ding (4) Yanwei Fu (3) Juze Zhang (3) Zhongyi Cai (2)

Research topics

Machine Learning (20) Artificial Intelligence (18) Deep Learning (15) Learning Types Β· Machine Learning (14) Computer Vision (12) Core AI (12) Analysis (9) Learning Types Β· Deep Learning (9) Models (8) Optimization & Theory (7) Learning Paradigms (6) Reinforcement Learning (5) Core Methods (5) Application Areas (4) Robotics (3)

Keywords

federated learning (6) optimal transport (5) feature learning (4) diffusion model (3) human-object interaction (3) pose estimation (3) prompt learning (3) data heterogeneity (3) reinforcement learning (2) continuous control (2) deep equilibrium model (2) vision-language model (2) 3d reconstruction (2) policy optimization (2) 3d vision (2) image retrieval (2) knowledge transfer (2) scene understanding (2) knowledge distillation (2) diffusion policy (2)

Papers

One-Step Generative Policies with Q-Learning: A Reformulation of MeanFlow AAAI 2026 AffordDP: Generalizable Diffusion Policy with Transferable Affordance CVPR 2025 NLPrompt: Noise-Label Prompt Learning for Vision-Language Models CVPR 2025 SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model CVPR 2025 Towards Immersive Human-X Interaction: A Real-Time Framework for Physically Plausible Motion Synthesis ICCV 2025 UniDB: A Unified Diffusion Bridge Framework via Stochastic Optimal Control ICML 2025 A Unified Diffusion Framework for Scene-aware Human Motion Estimation from Sparse Signals CVPR 2024 Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization NeurIPS 2024 Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method NeurIPS 2024 Global and Local Prompts Cooperation via Optimal Transport for Federated Learning CVPR 2024 Guidance with Spherical Gaussian Constraint for Conditional Diffusion ICML 2024 Harmonizing Generalization and Personalization in Federated Prompt Learning ICML 2024 HOI-M^3: Capture Multiple Humans and Objects Interaction within Contextual Environment CVPR 2024 HybridGait: A Benchmark for Spatial-Temporal Cloth-Changing Gait Recognition with Hybrid Explorations AAAI 2024 Understanding Convergence and Generalization in Federated Learning through Feature Learning Theory ICLR 2024 Understanding Representation of Deep Equilibrium Models from Neural Collapse Perspective NeurIPS 2024 Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport AAAI 2024 Alternating Differentiation for Optimization Layers ICLR 2023 Contextually Affinitive Neighborhood Refinery for Deep Clustering NeurIPS 2023 CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels NeurIPS 2023 Fed-CO$_{2}$: Cooperation of Online and Offline Models for Severe Data Heterogeneity in Federated Learning NeurIPS 2023 IKOL: Inverse Kinematics Optimization Layer for 3D Human Pose and Shape Estimation via Gauss-Newton Differentiation AAAI 2023 Knowledge-Aware Federated Active Learning with Non-IID Data ICCV 2023 Lifelong Person Re-identification via Knowledge Refreshing and Consolidation AAAI 2023 NeuralDome: A Neural Modeling Pipeline on Multi-View Human-Object Interactions CVPR 2023 Reduced Policy Optimization for Continuous Control with Hard Constraints NeurIPS 2023 StackFLOW: Monocular Human-Object Reconstruction by Stacked Normalizing Flow with Offset IJCAI 2023 Two Sides of The Same Coin: Bridging Deep Equilibrium Models and Neural ODEs via Homotopy Continuation NeurIPS 2023 Unified Optimal Transport Framework for Universal Domain Adaptation NeurIPS 2022