PPaperPicks

Debo Cheng

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

DBLP profile ↗ORCID 0000-0002-0383-1462 ↗Homepage ↗

Venues

AAAI ×5IJCAI ×5WWW ×3ICLR ×2ACL ×1CIKM ×1EMNLP ×1ICDM ×1ICML ×1NeurIPS ×1

Frequent coauthors

Jiuyong Li
×12
Lin Liu
×12
Ziqi Xu
×6
Qingfeng Chen
×5
Jixue Liu
×5
Guixian Zhang
×4
Xiaojing Du
×4
Jianfeng Deng
×3
Guan Yuan
×3
Yanmei Zhang
×3
Shichao Zhang
×3
Wentao Gao
×3

Papers

  1. Beyond Factual Queries: A Novel Predictive Retrieval-Augmented Generation
    WWW 2026 · Debo Cheng,
    Jianfeng Deng
    ,
    Qingfeng Chen
    ,
    Jinyi Jie
    ,
    Jiangzhang Gan
  2. Harnessing LLM for Noise-Robust Cognitive Diagnosis in Web-Based Intelligent Education Systems
    WWW 2026 ·
    Guixian Zhang
    ,
    Guan Yuan
    ,
    Ziqi Xu
    ,
    Yanmei Zhang
    ,
    Jing Ren
    ,
    Zhenyun Deng
    , Debo Cheng
  3. Learning Fair Graph Representations via Probability of Necessity and Sufficiency
    AAAI 2026 ·
    Chuxun Liu
    ,
    Qingfeng Chen
    , Debo Cheng,
    Jiangzhang Gan
    ,
    Jiuyong Li
    ,
    Lin Liu
  4. Noise-Aware Graph-Based Cognitive Diagnostic Framework Through Low-Rank Alignment
    AAAI 2026 ·
    Guixian Zhang
    ,
    Yanmei Zhang
    ,
    Guan Yuan
    ,
    Shang Liu
    ,
    Xiaojing Du
    , Debo Cheng
  5. Trustworthy and Explainable Causal Representation Learning in Transformers
    ACL 2026 ·
    Yang Liu
    ,
    Yinghao Zhang
    ,
    Lin Liu
    ,
    Jiuyong Li
    , Debo Cheng,
    Zaiwen Feng
  6. Causality-Inspired Disentanglement for Fair Graph Neural Networks
    IJCAI 2025 ·
    Guixian Zhang
    , Debo Cheng,
    Guan Yuan
    ,
    Shang Liu
    ,
    Yanmei Zhang
  7. Community-Centric Graph Unlearning
    AAAI 2025 ·
    Yi Li
    ,
    Shichao Zhang
    ,
    Guixian Zhang
    , Debo Cheng
  8. 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
  9. Gradient-based Causal Feature Selection
    IJCAI 2025 ·
    Zhaolong Ling
    ,
    Mengxiang Guo
    ,
    Xingyu Wu
    , Debo Cheng,
    Peng Zhou
    ,
    Tianci Li
    ,
    Zhangling Duan
  10. Hybrid Local Causal Discovery
    IJCAI 2025 ·
    Zhaolong Ling
    ,
    Honghui Peng
    ,
    Yiwen Zhang
    , Debo Cheng,
    Xingyu Wu
    ,
    Peng Zhou
    ,
    Kui Yu
  11. Interaction-Data-guided Conditional Instrumental Variables for Debiasing Recommender Systems
    IJCAI 2025 ·
    Zhirong Huang
    , Debo Cheng,
    Lin Liu
    ,
    Jiuyong Li
    ,
    Guangquan Lu
    ,
    Shichao Zhang
  12. Local Causal Discovery Without Causal Sufficiency
    AAAI 2025 ·
    Zhaolong Ling
    ,
    Jiale Yu
    ,
    Yiwen Zhang
    , Debo Cheng,
    Peng Zhou
    ,
    Xingyu Wu
    ,
    Bingbing Jiang
    ,
    Kui Yu
  13. 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
  14. Mitigating Latent Confounding Bias in Recommender Systems
    CIKM 2025 ·
    Jianfeng Deng
    ,
    Qingfeng Chen
    , Debo Cheng,
    Xiaojing Du
    ,
    Jiuyong Li
    ,
    Lin Liu
  15. 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
  16. ShapeX: Shapelet-Driven Post Hoc Explanations for Time Series Classification Models
    NeurIPS 2025 ·
    Bosong Huang
    ,
    Ming Jin
    ,
    Yuxuan Liang
    ,
    Johan Barthelemy
    , Debo Cheng,
    Qingsong Wen
    ,
    Chenghao Liu
    ,
    Shirui Pan
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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