PPaperPicks

Minglai Shao

Tianjin University, School of New Media and Communication, Tianjin, China

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

DBLP profile ↗ORCID 0000-0003-1830-9797 ↗Google Scholar ↗Homepage ↗

Venues

IJCAI ×7AAAI ×5SIGKDD ×2WWW ×2CIKM ×1EMNLP ×1SDM ×1SIGIR ×1

Frequent coauthors

Chen Zhao
×10
Dong Li
×7
Wenjun Wang
×6
Zengyi Wo
×5
Qin Tian
×4
Xintao Wu
×4
Xujiang Zhao
×4
Yujie Lin
×4
Ruijie Wang
×3
Qiyao Peng
×3
Hongtao Liu
×3
Bing Hao
×2

Papers

  1. Class-Domain Incremental Learning on Graphs via Disentangled Knowledge Distillation
    WWW 2026 ·
    Qin Tian
    ,
    Chen Zhao
    ,
    Xintao Wu
    ,
    Dong Li
    , Minglai Shao,
    Xujiang Zhao
    ,
    Wenjun Wang
  2. LLM-Enhanced Energy Contrastive Learning for Out-of-Distribution Detection in Text-Attributed Graphs
    AAAI 2026 ·
    Xiaoxu Ma
    ,
    Dong Li
    , Minglai Shao,
    Xintao Wu
    ,
    Chen Zhao
  3. LLMTM: Benchmarking and Optimizing LLMs for Temporal Motif Analysis in Dynamic Graphs
    AAAI 2026 ·
    Bing Hao
    , Minglai Shao,
    Zengyi Wo
    ,
    Yunlong Chu
    ,
    Yuhang Liu
    ,
    Ruijie Wang
  4. Learning Noise-Resilient and Transferable Graph-Text Alignment via Dynamic Quality Assessment
    SIGIR 2026 ·
    Yuhang Liu
    , Minglai Shao,
    Zengyi Wo
    ,
    Yunlong Chu
    ,
    Bing Hao
    ,
    Shengzhong Liu
    ,
    Ruijie Wang
    ,
    Jianxin Li
  5. Out-of-Distribution Detection with Positive and Negative Prompt Supervision Using Large Language Models
    AAAI 2026 ·
    Zhixia He
    ,
    Chen Zhao
    , Minglai Shao,
    Xintao Wu
    ,
    Xujiang Zhao
    ,
    Dong Li
    ,
    Qin Tian
    ,
    Linlin Yu
  6. SkillGen: Learning Domain Skills for In-Context Sequential Decision Making
    AAAI 2026 ·
    Ruomeng Ding
    ,
    Wei Cheng
    , Minglai Shao,
    Chen Zhao
  7. A Survey on LLM-powered Agents for Recommender Systems
    EMNLP 2025 ·
    Qiyao Peng
    ,
    Hongtao Liu
    ,
    Hua Huang
    ,
    Jian Yang
    ,
    Qing Yang
    , Minglai Shao
  8. Evidence-Based Out-of-Distribution Detection on Multi-Label Graphs
    SDM 2025 ·
    Ruomeng Ding
    ,
    Xujiang Zhao
    ,
    Chen Zhao
    , Minglai Shao,
    Zhengzhang Chen
    ,
    Haifeng Chen
  9. FADE: Towards Fairness-aware Data Generation for Domain Generalization via Classifier-Guided Score-based Diffusion Models
    IJCAI 2025 ·
    Yujie Lin
    ,
    Dong Li
    , Minglai Shao,
    Guihong Wan
    ,
    Chen Zhao
  10. HPDM: A Hierarchical Popularity-aware Debiased Modeling Approach for Personalized News Recommender
    IJCAI 2025 ·
    Xiangfu He
    ,
    Qiyao Peng
    , Minglai Shao,
    Hongtao Liu
  11. Leveraging Personalized PageRank and Higher-Order Topological Structures for Heterophily Mitigation in Graph Neural Networks
    IJCAI 2025 ·
    Yumeng Wang
    ,
    Zengyi Wo
    ,
    Wenjun Wang
    ,
    Xingcheng Fu
    , Minglai Shao
  12. Local Homophily-Aware Graph Neural Network with Adaptive Polynomial Filters for Scalable Graph Anomaly Detection
    SIGKDD 2025 ·
    Zengyi Wo
    , Minglai Shao,
    Shiyu Zhang
    ,
    Ruijie Wang
  13. MLDGG: Meta-Learning for Domain Generalization on Graphs
    SIGKDD 2025 ·
    Qin Tian
    ,
    Chen Zhao
    , Minglai Shao,
    Wenjun Wang
    ,
    Yujie Lin
    ,
    Dong Li
  14. Mitigating Message Imbalance in Fraud Detection with Dual-View Graph Representation Learning
    IJCAI 2025 ·
    Yudan Song
    ,
    Yuecen Wei
    ,
    Yuhang Lu
    ,
    Qingyun Sun
    , Minglai Shao,
    Li-E Wang
    ,
    Chunming Hu
    ,
    Xianxian Li
    ,
    Xingcheng Fu
  15. Graph Bayesian Optimization for Multiplex Influence Maximization
    AAAI 2024 ·
    Zirui Yuan
    , Minglai Shao,
    Zhiqian Chen
  16. Graph Collaborative Expert Finding with Contrastive Learning
    IJCAI 2024 ·
    Qiyao Peng
    ,
    Wenjun Wang
    ,
    Hongtao Liu
    ,
    Cuiying Huo
    , Minglai Shao
  17. Graph Contrastive Learning via Interventional View Generation
    WWW 2024 ·
    Zengyi Wo
    , Minglai Shao,
    Wenjun Wang
    ,
    Xuan Guo
    ,
    Lu Lin
  18. Learning Fair Invariant Representations under Covariate and Correlation Shifts Simultaneously
    CIKM 2024 ·
    Dong Li
    ,
    Chen Zhao
    , Minglai Shao,
    Wenjun Wang
  19. Supervised Algorithmic Fairness in Distribution Shifts: A Survey
    IJCAI 2024 · Minglai Shao,
    Dong Li
    ,
    Chen Zhao
    ,
    Xintao Wu
    ,
    Yujie Lin
    ,
    Qin Tian
  20. Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments
    IJCAI 2024 ·
    Yujie Lin
    ,
    Chen Zhao
    , Minglai Shao,
    Baoluo Meng
    ,
    Xujiang Zhao
    ,
    Haifeng Chen