Program
The workshop is on April. 29, 2025.
Opening (On-site; 09:00–09:10 AEDT, 22:00–22:10 UTC)
Keynote #1 (On-site; 09:10–09:40 AEDT, 22:10–22:40 UTC)
- Xiang Wang: On Human Preference Alignment for LLM-based Recommenders
Paper Session #1 (On-site; 09:40–10:30 AEDT, 22:40–23:30 UTC)
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Filtering Discomforting Recommendations with Large Language Models
Jiahao Liu, Yiyang Shao, Peng Zhang, Dongsheng Li, Hansu Gu, Chao Chen, Longzhi Du, Tun Lu, Ning Gu
paper · slides -
InstructAgent: Building User Controllable Recommender via LLM Agent
Wujiang Xu, Yunxiao Shi, Zujie Liang, Xuying Ning, Kai Mei, Kun Wang, Xi Zhu, Min Xu, Yongfeng Zhang
paper · slides -
Revealing, Analyzing, and Mitigating the Adverse Impact of Shared Accounts on Personalized Recommendations for Single-User Accounts
Xingbo Jing, Tao Lian, Wang Li
paper · slides
Coffee Break (10:30–11:00 AEDT, 23:30–00:00 UTC)
Keynote #2 (On-site; 11:00–11:30 AEDT, 00:00–00:30 UTC)
- Aixin Sun: From Recommendations to Interactions: Putting Users Back in the Loop
Paper Session #2 (On-site; 11:30–12:20 AEDT, 00:30–01:20 UTC)
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Improving LLM-Based Recommender Systems with User-Controllable Profiles
Stanisław Woźniak, Jacek Duszenko, Jan Kocon, Przemyslaw Kazienko
paper · slides -
On the Evaluation of Session-based Recommendation Unlearning
Liu Yang, Zhaochun Ren, Ziqi Zhao, Pengjie Ren, Zhumin Chen, Jun Ma, Xin Xin
paper · slides -
Evaluating Conversational Recommender Systems with Large Language Models: A User-Centric Evaluation Framework
Nuo Chen, Quanyu Dai, Xiaoyu Dong, Xiao-Ming Wu, Zhenhua Dong
paper · slides