All Stories

  1. Recommendation Unlearning via Influence Function

    Article • ACM Transactions on Recommender Systems, October 2024, ACM (Association for Computing Machinery)

    Qifan Wang, Yang Zhang

  2. Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems

    Article • October 2024, ACM (Association for Computing Machinery)

    Yang Zhang

  3. GradCraft: Elevating Multi-task Recommendations through Holistic Gradient Crafting

    Article • August 2024, ACM (Association for Computing Machinery)

    Yang Zhang

  4. Large Language Models for Recommendation: Past, Present, and Future

    Article • July 2024, ACM (Association for Computing Machinery)

    Yang Zhang

  5. Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach

    Article • July 2024, ACM (Association for Computing Machinery)

    Yang Zhang

  6. Large Language Models are Learnable Planners for Long-Term Recommendation

    Article • July 2024, ACM (Association for Computing Machinery)

    Yang Zhang, Qifan Wang

  7. Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation

    Article • May 2024, ACM (Association for Computing Machinery)

    Yang Zhang

  8. The 2nd Workshop on Recommendation with Generative Models

    Article • May 2024, ACM (Association for Computing Machinery)

    Yang Zhang

  9. Large Language Models for Recommendation: Progresses and Future Directions

    Article • May 2024, ACM (Association for Computing Machinery)

    Yang Zhang

  10. LabelCraft: Empowering Short Video Recommendations with Automated Label Crafting

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

    Yang Zhang

  11. Large Language Models for Recommendation: Progresses and Future Directions

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

    Yang Zhang

  12. The 1st Workshop on Recommendation with Generative Models

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

    Yang Zhang, Aixin Sun

  13. Leveraging Watch-time Feedback for Short-Video Recommendations: A Causal Labeling Framework

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

    Yang Zhang

  14. Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation

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

    Yang Zhang

  15. TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation

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

    Yang Zhang

  16. Causal Recommendation: Progresses and Future Directions

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

    Peng Wu, Yang Zhang

  17. Prediction then Correction: An Abductive Prediction Correction Method for Sequential Recommendation

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

    Qifan Wang, Yang Zhang, Yulong Huang

  18. Towards Trustworthy Recommender System: A Faithful and Responsible Recommendation Perspective

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

    Yang Zhang

  19. Reformulating CTR Prediction: Learning Invariant Feature Interactions for Recommendation

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

    Yang Zhang

  20. Addressing Confounding Feature Issue for Causal Recommendation

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

    Yang Zhang

  21. Accepted Tutorials at The Web Conference 2022

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

    Preslav Nakov, Dr. Firoj Alam, Johannes Frey, Emanuele Della Valle, Hiba Arnaout, Shrestha Ghosh, Nurendra Choudhary , Karthik Subbian, Prof. Chandan K Reddy, Yejing Wang, Yang Zhang, Filip Ilievski

  22. Causal Intervention for Leveraging Popularity Bias in Recommendation

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

    Yang Zhang

  23. How to Retrain Recommender System?

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

    Yang Zhang