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Guojie Song

Peking University, Beijing, China

18 papers at tracked venues · 13 at CORE A* · active 2024–2026

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Venues

ACL ×6SIGKDD ×3IJCAI ×2NeurIPS ×2AAAI ×1CIKM ×1ECAI ×1WSDM ×1WWW ×1

Frequent coauthors

Wenhao Zhu
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Haoran Ye
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Haonan Dong
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Qin Chen
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Yunbo Hou
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Tianze Zhang
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Kehan Jiang
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Peixuan Hou
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Federico Berto
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Lingjun Xu
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Yuanyi Ren
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Papers

  1. Addressing Aggregation-Induced Information Loss in Graph Neural Networks
    WSDM 2026 ·
    Wenhao Zhu
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  2. Context-Value-Action Architecture for Value-Driven Large Language Model Agents
    ACL 2026 ·
    Tianze Zhang
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  3. FoE: Forest of Errors Makes the First Solution the Best in Large Reasoning Models
    ACL 2026 ·
    Kehan Jiang
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  4. From Pseudo-Balancing to True Specialization: Memory-Aware Routing for Mixture-of-Experts
    ACL 2026 ·
    Peixuan Hou
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  5. NeuReasoner: Towards Explainable, Controllable, and Unified Reasoning via Mixture-of-Neurons
    ACL 2026 ·
    Haonan Dong
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  6. Adaptive Heterogeneous Graph Neural Networks: Bridging Heterophily and Heterogeneity
    CIKM 2025 ·
    Qin Chen
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  7. AuroRA: Breaking Low-Rank Bottleneck of LoRA with Nonlinear Mapping
    NeurIPS 2025 ·
    Haonan Dong
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  8. DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning Approach
    WWW 2025 ·
    Qin Chen
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  9. EAVIT: Efficient and Accurate Human Value Identification From Text Data via LLMs
    IJCAI 2025 ·
    Wenhao Zhu
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  10. Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models
    ACL 2025 ·
    Haoran Ye
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  11. Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models
    AAAI 2025 ·
    Haoran Ye
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  12. RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
    SIGKDD 2025 ·
    Federico Berto
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  13. TransPlace: Transferable Circuit Global Placement via Graph Neural Network
    SIGKDD 2025 ·
    Yunbo Hou
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  14. AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers
    IJCAI 2024 ·
    Wenhao Zhu
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  15. Laner-GNN: Adapting to Long-Tail Degree Distribution with Latent Neighborhood Restorers
    ECAI 2024 ·
    Lingjun Xu
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  16. ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
    NeurIPS 2024 ·
    Haoran Ye
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  17. RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network
    SIGKDD 2024 ·
    Yunbo Hou
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  18. ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models
    ACL 2024 ·
    Yuanyi Ren
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