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Neil Shah — most-cited papers & profile · Recommender Systems
← authors
·
overview
Neil Shah
22
papers ·
121
citations ·
25
h-index
University of North Carolina at Chapel Hill · Bellevue Hospital Center · Snap (United States)
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Most-cited papers
Revisiting Self-attention for Cross-domain Sequential Recommendation
2025 · 1 citations
How Does Message Passing Improve Collaborative Filtering?
2024 · 1 citations
Understanding Generative Recommendation with Semantic IDs from a Model-scaling View
2025
On the Role of Weight Decay in Collaborative Filtering: A Popularity Perspective
2025
Beyond Unimodal Boundaries: Generative Recommendation with Multimodal Semantics
2025
Enhancing Item Tokenization for Generative Recommendation through Self-Improvement
2024
Top co-authors
Tong Zhao
· 6
Clark Mingxuan Ju
· 4
Danai Koutra
· 2
Liam Collins
· 2
Mingxuan Ju
· 2
Yozen Liu
· 2
Bhuvesh Kumar
· 1
Dimosthenis Antypas
· 1
Donald Loveland
· 1
Jiliang Tang
· 1
Jingzhe Liu
· 1
Jing Zhu
· 1
Topics
Collaborative Filtering
Cold Start & Cross-Domain
LLM-based
Sequential & Session
Two-Tower & Retrieval
Ranking & CTR
Graph-based