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Collaborations and top research areas from the last five years
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Balancing user preferences by social networks: A condition-guided social recommendation model for mitigating popularity bias
He, X., Fan, W., Wang, R., Wang, Y., Wang, Y., Pan, S. & Wang, X., Jul 2025, In: Neural Networks. 187, 107317.Research output: Journal article publication › Journal article › Academic research › peer-review
6 Link opens in a new tab Citations (Scopus) -
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
Fan, W., Ding, Y., Ning, L., Wang, S., Li, H., Yin, D., Chua, T. S. & Li, Q., 24 Aug 2024, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 6491-6501 11 p.Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
504 Link opens in a new tab Citations (Scopus) -
CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent
Ning, L. B., Wang, S., Fan, W., Li, Q., Xu, X., Chen, H. & Huang, F., 24 Aug 2024, KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. ACM, p. 2284 - 2295Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
Open Access17 Link opens in a new tab Citations (Scopus) -
Condensing Pre-Augmented Recommendation Data via Lightweight Policy Gradient Estimation
Wu, J., Fan, W., Chen, J., Liu, S., Liu, Q., He, R., Li, Q. & Tang, K., 22 Oct 2024, In: IEEE Transactions on Knowledge and Data Engineering.Research output: Journal article publication › Journal article › Academic research › peer-review
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Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective
Li, J., Liu, Y., Fan, W., Wei, X. Y., Liu, H., Tang, J. & Li, Q., Nov 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 11, p. 6071-6083 13 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access64 Link opens in a new tab Citations (Scopus)
Prizes
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2022 AI 2000 Most Influential Scholar Honorable Mention in Information Retrieval and Recommendation
Fan, W. (Recipient), 2022
Prize: Honorary award › Honorary award (research)
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2023 AI 2000 Most Influential Scholar Honorable Mention in Information Retrieval and Recommendation
Fan, W. (Recipient), Apr 2023
Prize: Honorary award › Honorary award (research)
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2024 AI 2000 Most Influential Scholar Honorable Mention in Information Retrieval and Recommendation
Fan, W. (Recipient), Mar 2024
Prize: Honorary award › Honorary award (research)
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Faculty Awards for Outstanding Achievement 2025 (Individual Award in Research and Scholarly Activities under “Early Career Researcher” subcategory)
Fan, W. (Recipient), Oct 2025
Prize: Prize (research)
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IEEE Transactions on Artificial Intelligence (Journal)
Fan, W. (Reviewer)
2021 → …Activity: Publication peer-review and editorial work › Review of books, other publications, or software
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IEEE Transactions on Big Data (Journal)
Fan, W. (Reviewer)
2021 → …Activity: Publication peer-review and editorial work › Review of books, other publications, or software
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Deep Recommender System: Fundamentals and Advances
Fan, W. (Speaker)
25 Apr 2021 → 29 Apr 2021Activity: Talk or presentation › Invited talk
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Neurocomputing (Journal)
Fan, W. (Reviewer)
2020 → …Activity: Publication peer-review and editorial work › Review of books, other publications, or software
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ACM Transactions on Knowledge Discovery from Data (Journal)
Fan, W. (Reviewer)
2020 → …Activity: Publication peer-review and editorial work › Review of books, other publications, or software