PPaperPicks

Yang Gao

Nanjing University, State Key Laboratory for Novel Software Technology, China

45 papers at tracked venues · 38 at CORE A* · active 2024–2026

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Venues

NeurIPS ×10AAAI ×9ICLR ×7ACL ×3CVPR ×3ECCV ×2ICCV ×2ICML ×2IJCAI ×2AAMAS ×1ACM MM ×1ECAI ×1PPSN ×1WWW ×1

Frequent coauthors

Linjian Meng
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Hongye Cao
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Zixuan Chen
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Chao Li
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Quanlin Chen
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Jiacong Hu
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Kai Chen
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Siyuan Gan
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Qi Fan
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Tian Qiu
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Shaokang Dong
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Xikang Guan
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Papers

  1. Causality-Aware Efficient Exploration for Cooperative Multi-Agent Reinforcement Learning
    AAAI 2026 ·
    Hongye Cao
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  2. Faster Game Solving via Asymmetry of Step Sizes
    AAAI 2026 ·
    Linjian Meng
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  3. MDTeamGPT: Mitigating Context Collapse and Enabling Self-Evolution in Medical Multi-Agent Reasoning
    ACL 2026 ·
    Kai Chen
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  4. ManiLong-Shot: Interaction-Aware One-Shot Imitation Learning for Long-Horizon Manipulation
    AAAI 2026 ·
    Zixuan Chen
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  5. Thinking-Based Non-Thinking: Solving the Reward Hacking Problem in Training Hybrid Reasoning Models via Reinforcement Learning
    ACL 2026 ·
    Siyuan Gan
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  6. Adapting In-Domain Few-Shot Segmentation to New Domains Without Source Domain Retraining
    ICCV 2025 ·
    Qi Fan
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  7. Association-Focused Path Aggregation for Graph Fraud Detection
    NeurIPS 2025 ·
    Tian Qiu
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  8. Beyond Mandatory Federations: Balancing Egoism, Utilitarianism and Egalitarianism in Mixed-Motive Games
    AAAI 2025 ·
    Shaokang Dong
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  9. Causal Information Prioritization for Efficient Reinforcement Learning
    ICLR 2025 ·
    Hongye Cao
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  10. CoT-VTM: Visual-to-Music Generation with Chain-of-Thought Reasoning
    ACL 2025 ·
    Xikang Guan
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  11. DON'T NEED RETRAINING: A Mixture of DETR and Vision Foundation Models for Cross-Domain Few-Shot Object Detection
    NeurIPS 2025 ·
    Changhan Liu
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  12. Dynamic Multi-Layer Null Space Projection for Vision-Language Continual Learning
    ICCV 2025 ·
    Borui Kang
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  13. Efficient Last-Iterate Convergence in Solving Extensive-Form Games
    NeurIPS 2025 ·
    Linjian Meng
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  14. Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration
    CVPR 2025 ·
    Yiyang Chen
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  15. Enhancing Trust-Region Bayesian Optimization via Newton Methods
    ECAI 2025 ·
    Quanlin Chen
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  16. GravMAD: Grounded Spatial Value Maps Guided Action Diffusion for Generalized 3D Manipulation
    ICLR 2025 ·
    Yangtao Chen
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  17. In-Context Fully Decentralized Cooperative Multi-Agent Reinforcement Learning
    NeurIPS 2025 ·
    Chao Li
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  18. Last-Iterate Convergence of Smooth Regret Matching$+$ Variants in Learning Nash Equilibria
    NeurIPS 2025 ·
    Linjian Meng
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  19. Leveraging Flatness to Improve Information-Theoretic Generalization Bounds for SGD
    ICLR 2025 ·
    Ze Peng
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  20. Multi-Agent Reinforcement Learning with Communication-Constrained Priors
    NeurIPS 2025 ·
    Guang Yang
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  21. Reducing Variance of Stochastic Optimization for Approximating Nash Equilibria in Normal-Form Games
    ICML 2025 ·
    Linjian Meng
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  22. Towards Empowerment Gain through Causal Structure Learning in Model-Based Reinforcement Learning
    ICLR 2025 ·
    Hongye Cao
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  23. Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement
    ACM MM 2025 ·
    Luyang Cao
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  24. Angle Robustness Unmanned Aerial Vehicle Navigation in GNSS-Denied Scenarios
    AAAI 2024 ·
    Yuxin Wang
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  25. Cognizing and Imitating Robotic Skills via a Dual Cognition-Action Architecture
    AAMAS 2024 ·
    Zixuan Chen
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  26. Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation
    CVPR 2024 ·
    Qinghe Ma
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  27. DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection
    AAAI 2024 ·
    Mingjiang Duan
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  28. Discriminative Feature Decoupling Enhancement for Speech Forgery Detection
    IJCAI 2024 ·
    Yijun Bei
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  29. Distributionally Robust Graph-based Recommendation System
    WWW 2024 ·
    Bohao Wang
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  30. Diving Segmentation Model into Pixels
    ICLR 2024 ·
    Chen Gan
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  31. Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation
    CVPR 2024 ·
    Wenxiao Deng
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  32. Hybrid Sharing for Multi-Label Image Classification
    ICLR 2024 ·
    Zihao Yin
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  33. InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules
    ICLR 2024 ·
    Yanqi Bao
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  34. Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization
    ECCV 2024 ·
    Jiajun Hu
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  35. Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks
    NeurIPS 2024 ·
    Jiacong Hu
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  36. Optimistic Value Instructors for Cooperative Multi-Agent Reinforcement Learning
    AAAI 2024 ·
    Chao Li
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  37. PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance
    AAAI 2024 ·
    Taicai Chen
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  38. Re-examining Supervised Dimension Reduction for High-Dimensional Bayesian Optimization
    PPSN 2024 ·
    Quanlin Chen
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  39. SCaR: Refining Skill Chaining for Long-Horizon Robotic Manipulation via Dual Regularization
    NeurIPS 2024 ·
    Zixuan Chen
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  40. STAR: Spatio-Temporal State Compression for Multi-Agent Tasks with Rich Observations
    IJCAI 2024 ·
    Chao Li
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  41. START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation
    NeurIPS 2024 ·
    Jintao Guo
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  42. Safe and Robust Subgame Exploitation in Imperfect Information Games
    ICML 2024 ·
    Zhenxing Ge
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  43. The Devil Is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation
    ECCV 2024 ·
    Muyang Qiu
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  44. Transformer Doctor: Diagnosing and Treating Vision Transformers
    NeurIPS 2024 ·
    Jiacong Hu
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  45. ViT-Calibrator: Decision Stream Calibration for Vision Transformer
    AAAI 2024 ·
    Lin Chen
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