PPaperPicks

Lin Liu

University of South Australia, Mawson Lakes, Australia

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

DBLP profile ↗ORCID 0000-0003-2843-5738 ↗Homepage ↗

Venues

AAAI ×4ICLR ×4CIKM ×3IJCAI ×2WWW ×2ACL ×1ECAI ×1EMNLP ×1ICCV ×1ICDM ×1ICML ×1

Frequent coauthors

Jiuyong Li
×17
Debo Cheng
×12
Jixue Liu
×8
Wentao Gao
×5
Thuc Duy Le
×5
Xiaojing Du
×5
Ziqi Xu
×5
Qingfeng Chen
×4
Xiongren Chen
×4
Muhammad Anwar Ma'sum
×4
Mahardhika Pratama
×4
Habibullah Habibullah
×4

Papers

  1. Learning Fair Graph Representations via Probability of Necessity and Sufficiency
    AAAI 2026 ·
    Chuxun Liu
    ,
    Qingfeng Chen
    ,
    Debo Cheng
    ,
    Jiangzhang Gan
    ,
    Jiuyong Li
    , Lin Liu
  2. Multistage Feedback-Driven Causal Discovery from Textual Data with Large Language Models
    WWW 2026 ·
    Juntao Yang
    ,
    Dayuan Cao
    ,
    Kui Yu
    ,
    Xiang Wang
    ,
    Jing Yang
    , Lin Liu,
    Jiuyong Li
  3. Trustworthy and Explainable Causal Representation Learning in Transformers
    ACL 2026 ·
    Yang Liu
    ,
    Yinghao Zhang
    , Lin Liu,
    Jiuyong Li
    ,
    Debo Cheng
    ,
    Zaiwen Feng
  4. Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction
    IJCAI 2025 ·
    Wentao Gao
    ,
    Jiuyong Li
    ,
    Debo Cheng
    , Lin Liu,
    Jixue Liu
    ,
    Thuc Duy Le
    ,
    Xiaojing Du
    ,
    Xiongren Chen
    ,
    Yun Chen
    ,
    Yanchang Zhao
  5. Diffusion Models for Attribution
    AAAI 2025 ·
    Xiongren Chen
    ,
    Jiuyong Li
    ,
    Jixue Liu
    , Lin Liu,
    Stefan Peters
    ,
    Thuc Duy Le
    ,
    Wentao Gao
    ,
    Xiaojing Du
    ,
    Anthony Walsh
  6. Federated Few-Shot Class-Incremental Learning
    ICLR 2025 ·
    Muhammad Anwar Ma'sum
    ,
    Mahardhika Pratama
    , Lin Liu,
    Habibullah
    ,
    Ryszard Kowalczyk
  7. From Noise to Precision: A Diffusion-Driven Approach to Zero-Inflated Precipitation Prediction
    ECAI 2025 ·
    Wentao Gao
    ,
    Jiuyong Li
    , Lin Liu,
    Thuc Duy Le
    ,
    Xiongren Chen
    ,
    Xiaojing Du
    ,
    Jixue Liu
    ,
    Yanchang Zhao
    ,
    Yun Chen
  8. Interaction-Data-guided Conditional Instrumental Variables for Debiasing Recommender Systems
    IJCAI 2025 ·
    Zhirong Huang
    ,
    Debo Cheng
    , Lin Liu,
    Jiuyong Li
    ,
    Guangquan Lu
    ,
    Shichao Zhang
  9. Logit Space Constrained Fine-Tuning for Mitigating Hallucinations in LLM-Based Recommender Systems
    EMNLP 2025 ·
    Jianfeng Deng
    ,
    Qingfeng Chen
    ,
    Debo Cheng
    ,
    Jiuyong Li
    , Lin Liu
  10. Mitigating Latent Confounding Bias in Recommender Systems
    CIKM 2025 ·
    Jianfeng Deng
    ,
    Qingfeng Chen
    ,
    Debo Cheng
    ,
    Xiaojing Du
    ,
    Jiuyong Li
    , Lin Liu
  11. Off-policy Evaluation for Multiple Actions in the Presence of Unobserved Confounders
    WWW 2025 ·
    Haolin Wang
    , Lin Liu,
    Jiuyong Li
    ,
    Ziqi Xu
    ,
    Jixue Liu
    ,
    Zehong Cao
    ,
    Debo Cheng
  12. PROL: Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning
    ICCV 2025 ·
    M. Anwar Ma'sum
    ,
    Mahardhika Pratama
    ,
    Savitha Ramasamy
    , Lin Liu,
    Habibullah Habibullah
    ,
    Ryszard Kowalczyk
  13. Telling Peer Direct Effects from Indirect Effects in Observational Network Data
    ICML 2025 ·
    Xiaojing Du
    ,
    Jiuyong Li
    ,
    Debo Cheng
    , Lin Liu,
    Wentao Gao
    ,
    Xiongren Chen
    ,
    Ziqi Xu
  14. Vision and Language Synergy for Rehearsal Free Continual Learning
    ICLR 2025 ·
    Muhammad Anwar Ma'sum
    ,
    Mahardhika Pratama
    ,
    Savitha Ramasamy
    , Lin Liu,
    Habibullah
    ,
    Ryszard Kowalczyk
  15. A Novel Shadow Variable Catcher for Addressing Selection Bias in Recommendation Systems
    ICDM 2024 ·
    Qingfeng Chen
    ,
    Boquan Wei
    ,
    Debo Cheng
    ,
    Jiuyong Li
    , Lin Liu,
    Shichao Zhang
  16. Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder
    ICLR 2024 ·
    Ziqi Xu
    ,
    Debo Cheng
    ,
    Jiuyong Li
    ,
    Jixue Liu
    , Lin Liu,
    Kui Yu
  17. Conditional Instrumental Variable Regression with Representation Learning for Causal Inference
    ICLR 2024 ·
    Debo Cheng
    ,
    Ziqi Xu
    ,
    Jiuyong Li
    , Lin Liu,
    Jixue Liu
    ,
    Thuc Duy Le
  18. FedCSL: A Scalable and Accurate Approach to Federated Causal Structure Learning
    AAAI 2024 ·
    Xianjie Guo
    ,
    Kui Yu
    , Lin Liu,
    Jiuyong Li
  19. Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders
    AAAI 2024 ·
    Debo Cheng
    ,
    Ziqi Xu
    ,
    Jiuyong Li
    , Lin Liu,
    Jixue Liu
    ,
    Wentao Gao
    ,
    Thuc Duy Le
  20. Integrating Fair Representation Learning with Fairness Regularization for Intersectional Group Fairness
    CIKM 2024 ·
    David Quashigah Dzakpasu
    ,
    Jixue Liu
    ,
    Jiuyong Li
    , Lin Liu
  21. PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning
    CIKM 2024 ·
    Muhammad Anwar Ma'sum
    ,
    Mahardhika Pratama
    ,
    Savitha Ramasamy
    , Lin Liu,
    Habibullah Habibullah
    ,
    Ryszard Kowalczyk