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Xiaorui Liu

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

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Venues

NeurIPS ×3ICLR ×2ICML ×2AAAI ×1ACL ×1CIKM ×1ICCV ×1SIGKDD ×1UIST ×1WSDM ×1WWW ×1

Frequent coauthors

Zhichao Hou
×5
Tyler Derr
×3
Rui Xue
×3
Weizhi Gao
×3
Ryan A. Rossi
×2
Jiahao Zhang
×2
Feiyi Wang
×2
MohamadAli Torkamani
×2
Bo Ni
×1
Qinwen Ge
×1
Haowei Fu
×1
Jiejun Xu
×1

Papers

  1. Risk-Controlled Event-Driven Cascading Updates for Knowledge Graph Consistency Restoration
    ACL 2026 ·
    Bo Ni
    ,
    Qinwen Ge
    ,
    Haowei Fu
    ,
    Ryan A. Rossi
    , Xiaorui Liu,
    Jiejun Xu
    ,
    Tyler Derr
  2. Unlearning Inversion Attacks for Graph Neural Networks
    WSDM 2026 ·
    Jiahao Zhang
    ,
    Yilong Wang
    ,
    Zhiwei Zhang
    , Xiaorui Liu,
    Suhang Wang
  3. Autoregressive-Conditioned Diffusion for Semi-Supervised Thyroid Ultrasound Segmentation with Optical Flow-Based Pseudo Labels
    ICCV 2025 · Xiaorui Liu,
    Yijun Yang
    ,
    Yingjing Xu
    ,
    Lei Zhu
  4. Efficient End-to-end Language Model Fine-tuning on Graphs
    SIGKDD 2025 ·
    Rui Xue
    ,
    Xipeng Shen
    ,
    Ruozhou Yu
    , Xiaorui Liu
  5. Harnessing Robust Statistics for Trustworthy AI
    AAAI 2025 · Xiaorui Liu
  6. Haste Makes Waste: A Simple Approach for Scaling Graph Neural Networks
    ICML 2025 ·
    Rui Xue
    ,
    Tong Zhao
    ,
    Neil Shah
    , Xiaorui Liu
  7. HiLT: A Library for Generating Human-in-the-Loop Data Transformation GUIs
    UIST 2025 ·
    Sora Kanosue
    , Xiaorui Liu,
    Parker Ziegler
    ,
    Eric Rawn
    ,
    Sarah E. Chasins
  8. Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization
    ICML 2025 ·
    Weizhi Gao
    ,
    Zhichao Hou
    ,
    Junqi Yin
    ,
    Feiyi Wang
    ,
    Linyu Peng
    , Xiaorui Liu
  9. Robustness Reprogramming for Representation Learning
    ICLR 2025 ·
    Zhichao Hou
    ,
    MohamadAli Torkamani
    ,
    Hamid Krim
    , Xiaorui Liu
  10. Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing
    NeurIPS 2024 ·
    Weizhi Gao
    ,
    Zhichao Hou
    ,
    Han Xu
    , Xiaorui Liu
  11. Data Quality-aware Graph Machine Learning
    CIKM 2024 ·
    Yu Wang
    ,
    Kaize Ding
    , Xiaorui Liu,
    Jian Kang
    ,
    Ryan A. Rossi
    ,
    Tyler Derr
  12. Linear-Time Graph Neural Networks for Scalable Recommendations
    WWW 2024 ·
    Jiahao Zhang
    ,
    Rui Xue
    ,
    Wenqi Fan
    ,
    Xin Xu
    ,
    Qing Li
    ,
    Jian Pei
    , Xiaorui Liu
  13. ProTransformer: Robustify Transformers via Plug-and-Play Paradigm
    NeurIPS 2024 ·
    Zhichao Hou
    ,
    Weizhi Gao
    ,
    Yuchen Shen
    ,
    Feiyi Wang
    , Xiaorui Liu
  14. Robust Graph Neural Networks via Unbiased Aggregation
    NeurIPS 2024 ·
    Zhichao Hou
    ,
    Ruiqi Feng
    ,
    Tyler Derr
    , Xiaorui Liu
  15. Structural Fairness-aware Active Learning for Graph Neural Networks
    ICLR 2024 ·
    Haoyu Han
    , Xiaorui Liu,
    Li Ma
    ,
    MohamadAli Torkamani
    ,
    Hui Liu
    ,
    Jiliang Tang
    ,
    Makoto Yamada