PPaperPicks

Changjie Fan

Netease, Fuxi AI Lab

28 papers at tracked venues · 17 at CORE A* · active 2024–2026

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Venues

AAAI ×5SIGKDD ×4AAMAS ×3ICLR ×3CVPR ×2EMNLP ×2IJCAI ×2WWW ×2ECCV ×1ICML ×1IROS ×1UAI ×1WSDM ×1

Frequent coauthors

Kai Wang
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Zhipeng Hu
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Chao Li
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Yiwen Zhu
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Haifeng Sun
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Maosheng Qin
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Shichao Ma
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Bihan Xu
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Ziqing Zou
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Mushui Liu
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Zhaohui Jiang
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Yuhang Ma
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Papers

  1. Fast-DataShapley: Neural Modeling for Training Data Valuation
    WSDM 2026 ·
    Haifeng Sun
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  2. The Power of Penalties: Negativity-Aware Incentives for High-Quality Crowdsourced Data Labeling
    WWW 2026 ·
    Kai Wang
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  3. CrowdAgent: Multi-Agent Managed Multi-Source Annotation System
    EMNLP 2025 ·
    Maosheng Qin
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  4. DialogDraw: Image Generation and Editing System Based on Multi-Turn Dialogue
    AAAI 2025 ·
    Shichao Ma
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  5. Empowering Economic Simulation for Massively Multiplayer Online Games through Generative Agent-Based Modeling
    SIGKDD 2025 ·
    Bihan Xu
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  6. High-Precision and High-Efficiency Trajectory Tracking for Excavators Based on Closed-Loop Dynamics
    IROS 2025 ·
    Ziqing Zou
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  7. LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation
    AAAI 2025 ·
    Mushui Liu
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  8. Reinforcement Learning from Imperfect Corrective Actions and Proxy Rewards
    ICLR 2025 ·
    Zhaohui Jiang
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  9. Storynizor: Consistent Story Generation via Inter-Frame Synchronized and Shuffled ID Injection
    AAAI 2025 ·
    Yuhang Ma
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  10. Towards Transferable Personality Representation Learning based on Triplet Comparisons and Its Applications
    EMNLP 2025 ·
    Kai Tang
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  11. A Trajectory Perspective on the Role of Data Sampling Techniques in Offline Reinforcement Learning
    AAMAS 2024 ·
    Jinyi Liu
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  12. AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model
    ICLR 2024 ·
    Zibin Dong
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  13. Bayesian Design Principles for Offline-to-Online Reinforcement Learning
    ICML 2024 ·
    Hao Hu
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  14. CPT-VR: Improving Surface Rendering via Closest Point Transform with View-Reflection Appearance
    ECCV 2024 ·
    Zhipeng Hu
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  15. EfficientDreamer: High-Fidelity and Stable 3D Creation via Orthogonal-view Diffusion Priors
    CVPR 2024 ·
    Zhipeng Hu
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  16. EnMatch: Matchmaking for Better Player Engagement via Neural Combinatorial Optimization
    AAAI 2024 ·
    Kai Wang
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  17. Hybrid CtrlFormer: Learning Adaptive Search Space Partition for Hybrid Action Control via Transformer-based Monte Carlo Tree Search
    UAI 2024 ·
    Jiashun Liu
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  18. MGMatch: Fast Matchmaking with Nonlinear Objective and Constraints via Multimodal Deep Graph Learning
    SIGKDD 2024 ·
    Yu Sun
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  19. Mastering Robot Control through Point-based Reinforcement Learning with Pre-training
    AAMAS 2024 ·
    Yihong Chen
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  20. Optimistic Value Instructors for Cooperative Multi-Agent Reinforcement Learning
    AAAI 2024 ·
    Chao Li
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  21. STAR: Spatio-Temporal State Compression for Multi-Agent Tasks with Rich Observations
    IJCAI 2024 ·
    Chao Li
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  22. Stylized Offline Reinforcement Learning: Extracting Diverse High-Quality Behaviors from Heterogeneous Datasets
    ICLR 2024 ·
    Yihuan Mao
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  23. Temporal Uplift Modeling for Online Marketing
    SIGKDD 2024 ·
    Xin Zhang
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  24. The MMO Economist: AI Empowers Robust, Healthy, and Sustainable P2W MMO Economies
    WWW 2024 ·
    Shiwei Zhao
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  25. Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation
    CVPR 2024 ·
    Renshuai Liu
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  26. XRL-Bench: A Benchmark for Evaluating and Comparing Explainable Reinforcement Learning Techniques
    SIGKDD 2024 ·
    Yu Xiong
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  27. vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement
    IJCAI 2024 ·
    Yiwen Zhu
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  28. vMFER: von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement of Actor-Critic Algorithms
    AAMAS 2024 ·
    Yiwen Zhu
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