PPaperPicks

Sihong Xie

11 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

NeurIPS ×4AAAI ×2ICLR ×2ACL ×1ICDM ×1UAI ×1

Frequent coauthors

Xi Zhang
×4
Xiaqiang Tang
×3
Chao Chen
×3
Keyu Hu
×2
Jian Li
×2
Nan Du
×2
Yazheng Liu
×2
Chenghua Guo
×2
Yi Wang
×1
Haojie Lu
×1
Adithya Kulkarni
×1
Mohna Chakraborty
×1

Papers

  1. REFO: Reinforced Evolutionary Faithfulness Optimization for Large Language Models
    AAAI 2026 ·
    Yi Wang
    ,
    Xiaqiang Tang
    ,
    Keyu Hu
    ,
    Haojie Lu
    , Sihong Xie
  2. Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs
    AAAI 2025 ·
    Xiaqiang Tang
    ,
    Jian Li
    ,
    Nan Du
    , Sihong Xie
  3. Budget Allocation Exploiting Label Correlation between Instances
    UAI 2025 ·
    Adithya Kulkarni
    ,
    Mohna Chakraborty
    , Sihong Xie,
    Qi Li
  4. CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models
    ACL 2025 ·
    Xiaqiang Tang
    ,
    Jian Li
    ,
    Keyu Hu
    ,
    Nan Du
    ,
    Xiaolong Li
    ,
    Xi Zhang
    ,
    Weigao Sun
    , Sihong Xie
  5. Explanations of GNN on Evolving Graphs via Axiomatic Layer edges
    ICLR 2025 ·
    Yazheng Liu
    , Sihong Xie
  6. Robust Explanations of Graph Neural Networks via Graph Curvatures
    NeurIPS 2025 ·
    Yazheng Liu
    ,
    Xi Zhang
    , Sihong Xie,
    Hui Xiong
  7. Wasserstein-Regularized Conformal Prediction under General Distribution Shift
    ICLR 2025 ·
    Rui Xu
    ,
    Chao Chen
    ,
    Yue Sun
    ,
    Parvathinathan Venkitasubramaniam
    , Sihong Xie
  8. Enhancing Robustness of Graph Neural Networks on Social Media with Explainable Inverse Reinforcement Learning
    NeurIPS 2024 ·
    Yuefei Lyu
    ,
    Chaozhuo Li
    , Sihong Xie,
    Xi Zhang
  9. Linear Uncertainty Quantification of Graphical Model Inference
    NeurIPS 2024 ·
    Chenghua Guo
    ,
    Han Yu
    ,
    Jiaxin Liu
    ,
    Chao Chen
    ,
    Qi Li
    , Sihong Xie,
    Xi Zhang
  10. Periodic Prompt on Dynamic Heterogeneous Graph for Next Basket Recommendation
    ICDM 2024 ·
    Ru-Bin Li
    ,
    Man-Sheng Chen
    ,
    Xin-Yu Ding
    ,
    Changdong Wang
    , Sihong Xie,
    Shuangyin Liu
    ,
    Min Chen
    ,
    Mohsen Guizani
  11. Training for Stable Explanation for Free
    NeurIPS 2024 ·
    Chao Chen
    ,
    Chenghua Guo
    ,
    Rufeng Chen
    ,
    Guixiang Ma
    ,
    Ming Zeng
    ,
    Xiangwen Liao
    ,
    Xi Zhang
    , Sihong Xie