Peng, Shaowen
- SVD-GCN: A Simplified Graph Convolution Paradigm for Recommendation
2022/08/26 by Shaowen Peng, Kazunari Sugiyama, Peng, Shaowen +3 · 5 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining
- Less is More: Reweighting Important Spectral Graph Features for Recommendation
2022/04/24 by Peng, Shaowen, Sugiyama, Kazunari, Mine, Tsunenori · 2 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- How Powerful is Graph Filtering for Recommendation
2024/06/13 by Shaowen Peng, Xin Liu, Peng, Shaowen +5 · 3 citations
Computer Science · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Sentiment Analysis and Opinion Mining
- Balancing Embedding Spectrum for Recommendation
2024/06/17 by Peng, Shaowen, Sugiyama, Kazunari, Liu, Xin +1 · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR)