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Xin Zhou — most-cited papers & profile · Recommender Systems
← authors
·
overview
Xin Zhou
11
papers ·
93
citations ·
14
h-index
Chinese Academy of Medical Sciences & Peking Union Medical College · Fudan University · Eye & ENT Hospital of Fudan University · Shanghai Clinical Research Center · Southern Medical University
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Most-cited papers
Enhancing Dyadic Relations with Homogeneous Graphs for Multimodal Recommendation
2023 · 57 citations
Bootstrap Latent Representations for Multi-modal Recommendation
2022 · 11 citations
Multimodal Pre-training Framework for Sequential Recommendation via Contrastive Learning
2023 · 7 citations
Are ID Embeddings Necessary? Whitening Pre-trained Text Embeddings for Effective Sequential Recommendation
2024 · 4 citations
Layer-refined Graph Convolutional Networks for Recommendation
2022 · 2 citations
Learning Item Representations Directly from Multimodal Features for Effective Recommendation
2025 · 1 citations
CM$^3$: Calibrating Multimodal Recommendation
2025
Semantic Item Graph Enhancement for Multimodal Recommendation
2025
Top co-authors
Zhiqi Shen
· 4
Zhiwei Zeng
· 3
Chunyan Miao
· 2
Dusit Niyato
· 2
Hongyu Zhou
· 2
Lingzi Zhang
· 2
Xiaoxiong Zhang
· 2
Donghui Lin
· 1
Feijun Jiang
· 1
Lingzi Zhang
· 1
Pengwei Wang
· 1
Yongjie Wang
· 1
Topics
Collaborative Filtering
Graph-based
Ranking & CTR
Sequential & Session
LLM-based
Two-Tower & Retrieval
Cold Start & Cross-Domain