Tutorials
Large Language Model Powered Agents in the Web
Schedule: Monday, May 13, 2024, Half-Day (AM)
Presenters: Yang Deng, An Zhang, Yankai Lin, Xu Chen, Ji-Rong Wen and Tat-Seng Chua
Neural Contextual Bandits for Personalized Recommendation
Schedule: Monday, May 13, 2024, Half-Day (AM)
Presenters: Yikun Ban, Yunzhe Qi and Jingrui He
Data Augmentation for Conversational AI
Schedule: Monday, May 13, 2024, Half-Day (AM)
Presenters: Heydar Soudani, Roxana Petcu, Evangelos Kanoulas and Faegheh Hasibi
Social Psychology Meets Social Computing: State of the Art and Future Directions
Schedule: Monday, May 13, 2024, Half-Day (AM)
Presenters: Sourav S Bhowmick, Hui Li, S H Annabel Chen and Yining Zhao
New Frontiers of Knowledge Graph Reasoning: Recent Advances and Future Trends
Schedule: Monday, May 13, 2024, Half-Day (AM)
Presenters: Lihui Liu, Zihao Wang, Jiaxin Bai, Yangqiu Song and Hanghang Tong
Large Language Models for Graphs: Progresses and Directions
Schedule: Monday, May 13, 2024, Half-Day (PM)
Presenters: Chao Huang, Xubin Ren, Jiabin Tang, Dawei Yin and Nitesh Chawla
Multimodal Pre-training and Generation for Recommendation: A Tutorial
Schedule: Monday, May 13, 2024, Half-Day (PM)
Presenters: Jieming Zhu, Xin Zhou, Chuhan Wu, Rui Zhang and Zhenhua Dong
Privacy in Web Advertising: Analytics and Modeling
Schedule: Monday, May 13, 2024, Half-Day (PM)
Presenters: Badih Ghazi, Ravi Kumar and Pasin Manurangsi
Mining Temporal Networks
Schedule: Monday, May 13, 2024, Half-Day (PM)
Presenters: Aristides Gionis, Lutz Oettershagen and Ilie Sarpe
Simulating Human Society with LLM-Driven Agents: City, Social Media, and Economic System
Schedule: Monday, May 13, 2024, Half-Day (PM)
Presenters: Chen Gao, Fengli Xu, Xu Chen, Xiang Wang, Yong Li and Xiangnan He
Large Language Models for Recommendation: Progresses and Future Directions
Schedule: Tuesday, May 14, 2024, Half-Day (AM)
Presenters: Jizhi Zhang, Keqin Bao, Yang Zhang, Wenjie Wang, Fuli Feng and Xiangnan He
Text-Attributed Graph Representation Learning: Methods, Applications, and Challenges
Schedule: Tuesday, May 14, 2024, Half-Day (AM)
Presenters: Delvin Zhang, Menglin Yang, Rex Ying and Hady W. Lauw
Tutorial on User Simulation for Evaluating Information Access Systems on the Web
Schedule: Tuesday, May 14, 2024, Half-Day (AM)
Presenters: Krisztian Balog and Chengxiang Zhai
Lecture-style Tutorial: Towards Graph Foundation Models
Schedule: Tuesday, May 14, 2024, Half-Day (AM)
Presenters: Chuan Shi, Cheng Yang, Yuan Fang, Lichao Sun and Philip Yu
Toward Mitigating Misinformation and Social Media Manipulation in LLM Era
Schedule: Tuesday, May 14, 2024, Half-Day (AM)
Presenters: Yizhou Zhang, Lun Du, Yan Liu and Karishma Sharma
Curriculum Learning: Theories, Approaches, Applications, Tools, and Future Directions in the Era of Large Language Models
Schedule: Tuesday, May 14, 2024, Half-Day (PM)
Presenters: Xin Wang, Yuwei Zhou, Hong Chen and Wenwu Zhu
On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm
Schedule: Tuesday, May 14, 2024, Half-Day (PM)
Presenters: Hongzhi Yin, Tong Chen, Liang Qu and Bin Cui
Recent Advances in Generative Information Retrieval
Schedule: Tuesday, May 14, 2024, Half-Day (PM)
Presenters: Yubao Tang, Ruqing Zhang, Weiwei Sun, Jiafeng Guo and Maarten de Rijke
Discrete Choice and Applications
Schedule: Tuesday, May 14, 2024, Half-Day (PM)
Presenters: Flavio Chierichetti, Ravi Kumar and Andrew Tomkins
Understanding (Dark) Humour with Internet Meme Analysis
Schedule: Tuesday, May 14, 2024, Half-Day (PM)
Presenters: Roy Ka-Wei Lee, Ming Shan Hee, Rui Cao and Tanmoy Chakraborty