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Shunyu Liu

Nanyang Technological University, Singapore

30 papers at tracked venues · 23 at CORE A* · active 2024–2026

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Venues

NeurIPS ×7AAAI ×5ACL ×4IJCAI ×3SIGKDD ×3ECAI ×2WWW ×2AAMAS ×1ECML-PKDD ×1ICCV ×1ICLR ×1

Frequent coauthors

Yihe Zhou
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Zhenbang Xiao
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Qinghong Guo
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Zetian Hu
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Sunzhu Li
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Yaoquan Wei
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Yuxuan Zheng
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Kongcheng Zhang
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Na Yu
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Yifu Ding
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Jie Yang
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Ji Cao
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Papers

  1. Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning
    AAAI 2026 ·
    Qinghong Guo
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  2. Reasoning-Guided Exploration for Online DPO
    ACL 2026 ·
    Zetian Hu
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  3. RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation
    ACL 2026 ·
    Sunzhu Li
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  4. Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning
    AAAI 2025 ·
    Yaoquan Wei
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  5. Bi-Level Mean Field: Dynamic Grouping for Large-Scale MARL
    ECAI 2025 ·
    Yuxuan Zheng
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  6. CADP: Towards Better Centralized Learning for Decentralized Execution in MARL
    AAMAS 2025 ·
    Yihe Zhou
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  7. CADP: Towards Better Centralized Learning for Decentralized Execution in MARL
    IJCAI 2025 ·
    Yihe Zhou
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  8. Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning
    NeurIPS 2025 ·
    Kongcheng Zhang
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  9. Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL
    AAAI 2025 ·
    Yihe Zhou
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  10. Disentangled Condensation for Large-scale Graphs
    WWW 2025 ·
    Zhenbang Xiao
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  11. Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location
    AAAI 2025 ·
    Na Yu
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  12. Dynamic Parallel Tree Search for Efficient LLM Reasoning
    ACL 2025 ·
    Yifu Ding
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  13. From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks
    ICLR 2025 ·
    Jie Yang
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  14. Holistic Semantic Representation for Navigational Trajectory Generation
    AAAI 2025 ·
    Ji Cao
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  15. Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
    NeurIPS 2025 ·
    Huanjin Yao
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  16. Odyssey : Empowering Minecraft Agents with Open-World Skills
    IJCAI 2025 · Shunyu Liu
  17. Powerformer: A Section-adaptive Transformer for Power Flow Adjustment
    SIGKDD 2025 ·
    Kaixuan Chen
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  18. R1-VL: Learning to Reason with Multimodal Large Language Models via Step-Wise Group Relative Policy Optimization
    ICCV 2025 ·
    Jingyi Zhang
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  19. SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding
    NeurIPS 2025 ·
    Zhao Jin
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  20. SeRL: Self-play Reinforcement Learning for Large Language Models with Limited Data
    NeurIPS 2025 ·
    Wenkai Fang
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  21. Supervised Optimism Correction: Be Confident When LLMs Are Sure
    ACL 2025 ·
    Junjie Zhang
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  22. Tree of Preferences for Diversified Recommendation
    NeurIPS 2025 ·
    Hanyang Yuan
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  23. VORTA: Efficient Video Diffusion via Routing Sparse Attention
    NeurIPS 2025 ·
    Wenhao Sun
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  24. A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective
    NeurIPS 2024 ·
    Yunpeng Qing
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  25. COLA: Cross-city Mobility Transformer for Human Trajectory Simulation
    WWW 2024 ·
    Yu Wang
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  26. Improving Adversarial Robustness via Feature Pattern Consistency Constraint
    IJCAI 2024 ·
    Jiacong Hu
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  27. Learning a Mini-Batch Graph Transformer via Two-Stage Interaction Augmentation
    ECAI 2024 ·
    Wenda Li
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  28. Simple Graph Condensation
    ECML-PKDD 2024 ·
    Zhenbang Xiao
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  29. Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks
    SIGKDD 2024 ·
    Feiyang Xu
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  30. Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks
    SIGKDD 2024 ·
    Yuwen Wang
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