Yuchen Yan

Venues

Frequent coauthors

Papers

1. Building a Production Shopping Agent at Scale
   SIGIR 2026 ·

   Chen Luo

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2. CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution
   ACL 2026 ·

   Teng Pan

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3. Harnessing Consistency for Robust Test-Time LLM Ensemble
   EACL 2026 ·

   Zhichen Zeng

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4. MORGAN: To Bridge Mixture of Experts and Spectral Graph Neural Network
   AAAI 2026 ·

   Lihui Liu

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5. Pause or Fabricate? Training Language Models for Grounded Reasoning
   ACL 2026 ·

   Yiwen Qiu

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6. Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR
   ACL 2026 ·

   Haobo Xu

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7. Question-Adaptive Graph Learning for Multi-hop Retrieval Augmented Generation
   SIGIR 2026 · Yuchen Yan
8. Test-Time Reinforcement Learning for GUI Grounding via Region Consistency
   AAAI 2026 ·

   Yong Du

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9. $XR Exhibit+$: An AI-Enhanced XR Museum Guide based on Constructivism and Connectivism Theories
   UbiComp/ISWC 2025 ·

   Gengyuan Zeng

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10. AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification
    EMNLP 2025 ·

    Xuan Zhang

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11. Do Large Language Models excel in Complex Logical Reasoning with Formal Language?
    EMNLP 2025 ·

    Jin Jiang

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12. Few-Shot Knowledge Graph Completion via Transfer Knowledge from Similar Tasks
    CIKM 2025 ·

    Lihui Liu

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13. Fine-Grained Graph Rationalization
    CIKM 2025 ·

    Zhe Xu

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14. Joint Optimal Transport and Embedding for Network Alignment
    WWW 2025 ·

    Qi Yu

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15. Let LRMs Break Free from Overthinking via Self-Braking Tuning
    NeurIPS 2025 ·

    Haoran Zhao

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16. LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
    ACL 2025 ·

    Jin Jiang

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17. Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning
    NeurIPS 2025 ·

    Haolei Xu

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18. S3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners
    AAAI 2025 · Yuchen Yan
19. SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation
    ACM MM 2025 ·

    Siqi Chen

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20. To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach
    EMNLP 2025 · Yuchen Yan
21. UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models
    ICML 2025 ·

    Xin Xu

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22. GPT4Rec: Graph Prompt Tuning for Streaming Recommendation
    SIGIR 2024 ·

    Peiyan Zhang

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23. Graph Mixup on Approximate Gromov-Wasserstein Geodesics
    ICML 2024 ·

    Zhichen Zeng

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24. Inductive Graph Alignment Prompt: Bridging the Gap between Graph Pre-training and Inductive Fine-tuning From Spectral Perspective
    WWW 2024 · Yuchen Yan
25. MOAT: Graph Prompting for 3D Molecular Graphs
    CIKM 2024 ·

    Qingqing Long

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26. PaCEr: Network Embedding From Positional to Structural
    WWW 2024 · Yuchen Yan
27. Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
    NeurIPS 2024 ·

    Tianle Zhang

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28. SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter
    ICML 2024 ·

    Haobo Xu

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29. Sterling: Synergistic Representation Learning on Bipartite Graphs
    AAAI 2024 ·

    Baoyu Jing

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30. Topological Anonymous Walk Embedding: A New Structural Node Embedding Approach
    CIKM 2024 · Yuchen Yan
31. TransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems
    SIGIR 2024 ·

    Peiyan Zhang

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32. Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering
    EMNLP 2024 ·

    Chang Zong

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