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Wei Liu

10 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

ECAI ×2NeurIPS ×2AAAI ×1ICDE ×1ICLR ×1ICML ×1SIGIR ×1WWW ×1

Frequent coauthors

Ruixuan Li
×9
Jun Wang
×7
Haozhao Wang
×7
Zhiying Deng
×5
Zhongyu Niu
×3
Cheng Wang
×2
Yang Qiu
×2
Yixiong Zou
×2
Yuankai Zhang
×2
Yuan Fu
×1
Usman Farooq
×1
Ziwei Tian
×1

Papers

  1. Time-Interval-Aware Disentangled Expert Modeling for Next-Basket Recommendation
    SIGIR 2026 ·
    Zhiying Deng
    ,
    Yuan Fu
    ,
    Usman Farooq
    ,
    Ziwei Tian
    , Wei Liu,
    Jianjun Li
  2. Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets
    ICML 2025 · Wei Liu,
    Zhongyu Niu
    ,
    Lang Gao
    ,
    Zhiying Deng
    ,
    Jun Wang
    ,
    Haozhao Wang
    ,
    Ruixuan Li
  3. Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization
    ICLR 2025 · Wei Liu,
    Zhiying Deng
    ,
    Zhongyu Niu
    ,
    Jun Wang
    ,
    Haozhao Wang
    ,
    Zhigang Zeng
    ,
    Ruixuan Li
  4. Privacy-Friendly Cross-Domain Recommendation via Distilling User-irrelevant Information
    WWW 2025 ·
    Cheng Wang
    ,
    Wenchao Xu
    ,
    Haozhao Wang
    , Wei Liu,
    Ruixuan Li
  5. Quantifying Distributional Invariance in Causal Subgraph for IRM-Free Graph Generalization
    NeurIPS 2025 ·
    Yang Qiu
    ,
    Yixiong Zou
    ,
    Jun Wang
    , Wei Liu,
    Xiangyu Fu
    ,
    Ruixuan Li
  6. Adversarial Attack for Explanation Robustness of Rationalization Models
    ECAI 2024 ·
    Yuankai Zhang
    ,
    Lingxiao Kong
    ,
    Haozhao Wang
    ,
    Ruixuan Li
    ,
    Jun Wang
    ,
    Yuhua Li
    , Wei Liu
  7. Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling
    AAAI 2024 ·
    Jie Han
    ,
    Yixiong Zou
    ,
    Haozhao Wang
    ,
    Jun Wang
    , Wei Liu,
    Yao Wu
    ,
    Tao Zhang
    ,
    Ruixuan Li
  8. Enhancing the Rationale-Input Alignment for Self-explaining Rationalization
    ICDE 2024 · Wei Liu,
    Haozhao Wang
    ,
    Jun Wang
    ,
    Zhiying Deng
    ,
    Yuankai Zhang
    ,
    Cheng Wang
    ,
    Ruixuan Li
  9. Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization
    NeurIPS 2024 · Wei Liu,
    Zhiying Deng
    ,
    Zhongyu Niu
    ,
    Jun Wang
    ,
    Haozhao Wang
    ,
    YuanKai Zhang
    ,
    Ruixuan Li
  10. PAGE: Parametric Generative Explainer for Graph Neural Network
    ECAI 2024 ·
    Yang Qiu
    , Wei Liu,
    Jun Wang
    ,
    Ruixuan Li