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How Does Message Passing Improve Collaborative Filtering?
27 March 2024
Mingxuan Ju
William Shiao
Zhichun Guo
Yanfang Ye
Yozen Liu
Neil Shah
Tong Zhao
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Papers citing
"How Does Message Passing Improve Collaborative Filtering?"
5 / 5 papers shown
Understanding Generative Recommendation with Semantic IDs from a Model-scaling View
Jingzhe Liu
Liam Collins
Shucheng Zhou
Tong Zhao
Neil Shah
Clark Mingxuan Ju
VLM
LRM
193
1
0
29 Sep 2025
Generative Recommendation with Semantic IDs: A Practitioner's Handbook
Clark Mingxuan Ju
Liam Collins
Leonardo Neves
Bhuvesh Kumar
Louis Yufeng Wang
Tong Zhao
Neil Shah
VLM
120
3
0
29 Jul 2025
Revisiting Self-attention for Cross-domain Sequential Recommendation
Knowledge Discovery and Data Mining (KDD), 2025
Clark Mingxuan Ju
Leonardo Neves
Bhuvesh Kumar
Liam Collins
Tong Zhao
Yuwei Qiu
Qing Dou
Sohail Nizam
Sen Yang
Neil Shah
LRM
198
5
0
27 May 2025
CoPL: Collaborative Preference Learning for Personalizing LLMs
Youngbin Choi
Seunghyuk Cho
M. Lee
Moonjeong Park
Yesong Ko
Jungseul Ok
Dongwoo Kim
379
0
0
03 Mar 2025
Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank
The Web Conference (WWW), 2024
Donald Loveland
Xinyi Wu
Tong Zhao
Danai Koutra
Neil Shah
Mingxuan Ju
291
5
0
15 Oct 2024
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