All Stories

  1. TransactionGPT: Toward Foundational Transaction Modeling

    Article • August 2026, ACM (Association for Computing Machinery)

    Dr. Yingtong Dou, Jiarui Sun, Zhimeng Jiang

  2. TREASURE: A Transformer-Based Foundation Model for High-Volume Transaction Understanding

    Article • April 2026, ACM (Association for Computing Machinery)

    Jiarui Sun, Dr. Yingtong Dou

  3. Attacking Fake News Detectors via Manipulating News Social Engagement

    Article • April 2023, ACM (Association for Computing Machinery)

    Dr. Yingtong Dou, Canyu Chen

  4. Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks

    Article • ACM Transactions on Information Systems, October 2022, ACM (Association for Computing Machinery)

    Dr. Yingtong Dou, Renyu Yang

  5. Robust Graph Learning for Misbehavior Detection

    Article • February 2022, ACM (Association for Computing Machinery)

    Dr. Yingtong Dou

  6. ConsisRec: Enhancing GNN for Social Recommendation via Consistent Neighbor Aggregation

    Article • July 2021, ACM (Association for Computing Machinery)

    Dr. Yingtong Dou

  7. User Preference-aware Fake News Detection

    Article • July 2021, ACM (Association for Computing Machinery)

    Dr. Yingtong Dou

  8. Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs

    Article • April 2021, ACM (Association for Computing Machinery)

    Dr. Yingtong Dou

  9. Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters

    Article • October 2020, ACM (Association for Computing Machinery)

    Dr. Yingtong Dou

  10. Robust Spammer Detection by Nash Reinforcement Learning

    Article • August 2020, ACM (Association for Computing Machinery)

    Dr. Yingtong Dou

  11. Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection

    Article • July 2020, ACM (Association for Computing Machinery)

    Dr. Yingtong Dou

  12. Uncovering download fraud activities in mobile app markets

    Article • August 2019, ACM (Association for Computing Machinery)

    Dr. Yingtong Dou

  13. A Novel Centrality Cascading Based Edge Parameter Evaluation Method for Robust Influence Maximization

    Article • IEEE Access, January 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Yingtong Dou

  14. The analysis and design of the job recommendation model based on GBRT and time factors

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Yingtong Dou

  15. A Survey of Collaborative Filtering Algorithms for Social Recommender Systems

    Article • August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Yingtong Dou

  16. CPS model based online opinion governance modeling and evaluation of emergency accidents

    Article • January 2016, ACM (Association for Computing Machinery)

    Dr. Yingtong Dou