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Wenqi Fan - Tutorials
Tutorials
Yujuan Ding, Wenqi Fan, Liangbo Ning, Shijie Wang, Hengyun Li, Dawei Yin, Tat-Seng Chua, and Qing Li
RAG Meets LLMs: Towards Retrieval-Augmented Large Language Models
The 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024), 2024.
arXiv:2405.06211, 2024.
[Survey] [Website] [Slides-Part-1]
[Slides-Part-2]
Yujuan Ding, Shijie Wang, Liangbo Ning, Qiaoyu Tan, Wenqi Fan, and Qing Li
Recommender Systems in the Era of Large Language Models (LLMs)
International Joint Conference on Artificial Intelligence (IJCAI, Tutorial), 2024.
[Website]
[Survey] [Slides-LLM4Rec-Part-1]
[Slides-LLM4Rec-Part-2]
Wenqi Fan, Jiatong Li, Zihuai Zhao, Yunqing Liu, Yiqi Wang
Recommender Systems in the Era of Large Language Models (LLMs)
IEEE International Conference on Data Mining (ICDM, Tutorial), 2023.
[Website]
[Survey]
[Slides]
Wenqi Fan, Xiangyu Zhao, Lin Wang, Xiao Chen, Jingtong Gao, Qidong Liu, and Shijie Wang
Trustworthy Recommender Systems: Foundations and Frontiers
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD, Tutorial), 2023.
[Website]
[Survey]
Wenqi Fan, Xiangyu Zhao, Shijie Wang, Xiao Chen, Jingtong Gao, Qidong Liu, and Lin Wang
Trustworthy Recommender Systems: Foundations and Frontiers
International Joint Conference on Artificial Intelligence (IJCAI, Tutorial), 2023.
[Website]
[Survey]
Wenqi Fan, Xiangyu Zhao, Lin Wang, Xiao Chen, Jingtong Gao, and Qidong Liu
Trustworthy Recommender Systems
The Web Conference (WWW, Tutorial), 2023.
[Website]
[Survey]
[Slides-TRec-1]
[Slides-TRec-2]
Haochen Liu, Yiqi Wang, Wenqi Fan, Xiaorui Liu, Jamell Dacon, Lingjuan Lyu, and Jiliang Tang
Trustworthy AI: A Computational Perspective
The Web Conference (WWW, Tutorial), 2022.
[Website] [Slides]
Xiangyu Zhao, Wenqi Fan, Bo Chen, and Ruiming Tang
Automated Machine Learning for Recommendations: Fundamentals and Advances
The Web Conference (WWW, Tutorial), 2022.
[Website]
[Slides]
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