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Won-Yong Shin — most-cited papers & profile · Recommender Systems
← authors
·
overview
Won-Yong Shin
12
papers ·
81
citations ·
25
h-index
Yonsei University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity
2024 · 25 citations
Clustering-Based Collaborative Filtering Using an Incentivized/Penalized User Model
2019 · 23 citations
Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation
2024 · 13 citations
Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation
2023 · 10 citations
CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender Systems
2024 · 3 citations
Criteria-Aware Graph Filtering: Extremely Fast Yet Accurate Multi-Criteria Recommendation
2025 · 2 citations
Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation
2025
Towards Unified and Adaptive Cross-Domain Collaborative Filtering via Graph Signal Processing
2024
MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation
2023
Top co-authors
Jin-Duk Park
· 4
and Sang-Wook Kim
· 1
Cong Tran
· 1
Dongha Lee
· 1
Jaemin Yoo
· 1
Jang-Young Kim
· 1
Jeongeun Lee
· 1
Jeongwhan Choi
· 1
Jin-Duk Park
· 1
Kyung-Min Kim
· 1
Noseong Park
· 1
Sang-Wook Kim
· 1
Topics
Collaborative Filtering
Graph-based
LLM-based
Cold Start & Cross-Domain