All Stories

  1. Marginal Nodes Matter: Towards Structure Fairness in Graphs

    Article • ACM SIGKDD Explorations Newsletter, March 2024, ACM (Association for Computing Machinery)

    Fei Wang

  2. Can Data Augmentation Improve Daily Mood Prediction from Wearable Data? An Empirical Study

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

    Fei Wang

  3. Meta Graph Learning for Long-tail Recommendation

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

    Fei Wang

  4. Ontology-aware Prescription Recommendation in Treatment Pathways Using Multi-evidence Healthcare Data

    Article • ACM Transactions on Information Systems, April 2023, ACM (Association for Computing Machinery)

    Fei Wang

  5. Harnessing Biomedical Literature to Calibrate Clinicians’ Trust in AI Decision Support Systems

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

    Fei Wang

  6. Data heterogeneity in healthcare machine learning models

    Article • PLOS Digital Health, March 2023, PLOS

    Fei Wang, Suraj Rajendran

  7. Workshop on Applied Data Science for Healthcare (DSHealth)

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

    Tao Xu, Fei Wang

  8. Collaboration Equilibrium in Federated Learning

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

    Fei Wang

  9. Supervised pretraining through contrastive categorical positive samplings to improve COVID-19 mortality prediction

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

    Tingyi Wanyan, Faris Gulamali, Fei Wang

  10. GSL4Rec: Session-based Recommendations with Collective Graph Structure Learning and Next Interaction Prediction

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

    Fei Wang

  11. Towards Model-Agnostic Post-Hoc Adjustment for Balancing Ranking Fairness and Algorithm Utility

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

    Fei Wang

  12. Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition

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

    Fei Wang

  13. Dialogue Based Disease Screening Through Domain Customized Reinforcement Learning

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

    Fei Wang

  14. Artificial Intelligence for Drug Discovery

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

    Fei Wang

  15. S-LIME

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

    Zhengze Zhou, Fei Wang

  16. Why Attentions May Not Be Interpretable?

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

    Fei Wang

  17. Adversarial Infidelity Learning for Model Interpretation

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

    Fei Wang

  18. MoFlow: An Invertible Flow Model for Generating Molecular Graphs

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

    Fei Wang

  19. Neural Dynamics on Complex Networks

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

    Fei Wang

  20. General-Purpose User Embeddings based on Mobile App Usage

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

    Fei Wang

  21. Recent Advances on Graph Analytics and Its Applications in Healthcare

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

    Fei Wang

  22. GRAPHENE

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

    Fei Wang

  23. Uncovering Pattern Formation of Information Flow

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

    Fei Wang

  24. Dynamical Origins of Distribution Functions

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

    Fei Wang

  25. MetaPred

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

    Fei Wang

  26. Learning From Networks

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

    Huan LIu, Fei Wang

  27. Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models

    Article • July 2018, ACM (Association for Computing Machinery)

    Fei Wang

  28. Crowdsourcing for Mobile Networks and IoT

    Article • Wireless Communications and Mobile Computing, June 2018, Hindawi Publishing Corporation

    Fei Wang

  29. Patient Subtyping via Time-Aware LSTM Networks

    Article • August 2017, ACM (Association for Computing Machinery)

    Fei Wang

  30. Healthcare Data Mining with Matrix Models

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

    Fei Wang