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Shaowen Peng
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Year
SVD-GCN: A simplified graph convolution paradigm for recommendation
S Peng, K Sugiyama, T Mine
Proceedings of the 31st ACM international conference on information …, 2022
792022
Less is more: Reweighting important spectral graph features for recommendation
S Peng, K Sugiyama, T Mine
Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022
442022
A robust hierarchical graph convolutional network model for collaborative filtering
S Peng, T Mine
arXiv preprint arXiv:2004.14734, 2020
112020
Less is More: Removing Redundancy of Graph Convolutional Networks for Recommendation
S Peng, K Sugiyama, T Mine
ACM Transactions on Information Systems 42 (3), 1-26, 2024
62024
Less is more
S Peng, K Sugiyama, T Mine
Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022
52022
How powerful is graph filtering for recommendation
S Peng, X Liu, K Sugiyama, T Mine
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
22024
Vector representation based model considering randomness of user mobility for predicting potential users
S Peng, X Xie, T Mine, C Su
PRIMA 2018: Principles and Practice of Multi-Agent Systems: 21st …, 2018
22018
Balancing Embedding Spectrum for Recommendation
S Peng, K Sugiyama, X Liu, T Mine
arXiv preprint arXiv:2406.12032, 2024
2024
Towards Effective and Efficient Personalized Recommendation from a Spectral Perspective
S Peng
Kyoto University, 2024
2024
SVD-GCN
S Peng, K Sugiyama, T Mine
Proceedings of the 31st ACM International Conference on Information …, 2022
2022
Mixture-preference bayesian matrix factorization for implicit feedback datasets
S Peng, T Mine
Proceedings of the 35th Annual ACM Symposium on Applied Computing, 1427-1434, 2020
2020
TSWNN+: Check-in Prediction Based on Deep Learning and Factorization Machine
C Su, N Liu, X Xie, S Peng
Big Data Innovations and Applications: 5th International Conference …, 2019
2019
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Articles 1–12