Tutorials

WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models

Yujuan Ding, Liangbo Ning, Ziran Liang, Zhuohang Jiang, Haohao Qu, Wenqi Fan, Qing Li, Hui Liu, Xiaoyong Wei, Philip S. Yu

The 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2025), 2025.

arXiv:2503.23350, 2025.

Towards Retrieval-Augmented Large Language Models: Data Management and System Design

Pangjing Wu, Yujuan Ding, Liangbo Ning, Shijie Wang, Wenqi Fan, Qing Li

IEEE International Conference on Data Engineering (ICDE 2025), 2025.

arXiv:2405.06211, 2024.

RAG Meets LLMs: Towards Retrieval-Augmented Large Language Models

Yujuan Ding, Wenqi Fan, Liangbo Ning, Shijie Wang, Hengyun Li, Dawei Yin, Tat-Seng Chua, and Qing Li

The 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024), 2024.

arXiv:2405.06211, 2024.

Recommender Systems in the Era of Large Language Models (LLMs)

Yujuan Ding, Shijie Wang, Liangbo Ning, Qiaoyu Tan, Wenqi Fan, and Qing Li

International Joint Conference on Artificial Intelligence (IJCAI, Tutorial), 2024.