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Tianshu Yu

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

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Venues

NeurIPS ×5AAAI ×2ACL ×2SIGKDD ×2ECML-PKDD ×1ICLR ×1ICML ×1

Frequent coauthors

Xiaozhuang Song
×6
Xinjian Zhao
×5
Yaoyao Xu
×4
Chaolong Ying
×3
Hangting Ye
×2
Shufei Zhang
×2
Xiaoxue Wang
×2
Zihan Zhou
×2
Haoyu Zhang
×2
Weichen Zhao
×2
Xuanhao Pan
×1
Jian Tang
×1

Papers

  1. AOT*: Efficient Synthesis Planning via LLM-Empowered AND-OR Tree Search
    ACL 2026 ·
    Xiaozhuang Song
    ,
    Xuanhao Pan
    ,
    Xinjian Zhao
    ,
    Hangting Ye
    ,
    Shufei Zhang
    ,
    Jian Tang
    , Tianshu Yu
  2. Physically-Informed Flow Matching with Graph Neural Networks for Complex Fluid Dynamics
    AAAI 2026 ·
    Xiaozhuang Song
    , Tianshu Yu
  3. Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining
    AAAI 2025 ·
    Xiaozhuang Song
    ,
    Yuzhao Tu
    ,
    Hangting Ye
    ,
    Wei Fan
    ,
    Qingquan Zhang
    ,
    Xiaoxue Wang
    , Tianshu Yu
  4. Generating Physical Dynamics under Priors
    ICLR 2025 ·
    Zihan Zhou
    ,
    Xiaoxue Wang
    , Tianshu Yu
  5. Graph Learning with Distributional Edge Layouts
    SIGKDD 2025 ·
    Xinjian Zhao
    ,
    Chaolong Ying
    ,
    Yaoyao Xu
    , Tianshu Yu
  6. Improving Task-Specific Multimodal Sentiment Analysis with General MLLMs via Prompting
    NeurIPS 2025 ·
    Haoyu Zhang
    ,
    Yinan Zhang
    ,
    Chaolong Ying
    ,
    Xiaoying Tang
    , Tianshu Yu
  7. ReKG-MCTS: Reinforcing LLM Reasoning on Knowledge Graphs via Training-Free Monte Carlo Tree Search
    ACL 2025 ·
    Xiaozhuang Song
    ,
    Shufei Zhang
    , Tianshu Yu
  8. Sampling from Binary Quadratic Distributions via Stochastic Localization
    ICML 2025 ·
    Chenguang Wang
    ,
    Kaiyuan Cui
    ,
    Weichen Zhao
    , Tianshu Yu
  9. TEMPO: Temporal Multi-scale Autoregressive Generation of Protein Conformational Ensembles
    NeurIPS 2025 ·
    Yaoyao Xu
    ,
    Di Wang
    ,
    Zihan Zhou
    , Tianshu Yu,
    Mingchen Chen
  10. The Underappreciated Power of Vision Models for Graph Structural Understanding
    NeurIPS 2025 ·
    Xinjian Zhao
    ,
    Wei Pang
    ,
    Zhongkai Xue
    ,
    Xiangru Jian
    ,
    Lei Zhang
    ,
    Yaoyao Xu
    ,
    Xiaozhuang Song
    ,
    Shu Wu
    , Tianshu Yu
  11. Understanding Oversmoothing in Diffusion-Based GNNs From the Perspective of Operator Semigroup Theory
    SIGKDD 2025 ·
    Weichen Zhao
    ,
    Chenguang Wang
    ,
    Xinyan Wang
    ,
    Congying Han
    ,
    Tiande Guo
    , Tianshu Yu
  12. Boosting Graph Pooling with Persistent Homology
    NeurIPS 2024 ·
    Chaolong Ying
    ,
    Xinjian Zhao
    , Tianshu Yu
  13. Boosting Protein Language Models with Negative Sample Mining
    ECML-PKDD 2024 ·
    Yaoyao Xu
    ,
    Xinjian Zhao
    ,
    Xiaozhuang Song
    ,
    Benyou Wang
    , Tianshu Yu
  14. Towards Robust Multimodal Sentiment Analysis with Incomplete Data
    NeurIPS 2024 ·
    Haoyu Zhang
    ,
    Wenbin Wang
    , Tianshu Yu