Chao Chen

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 16

Top Topics

Matrix Approximation

Collaborative Filtering

Global Information

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Haoyu Geng, Chao Chen, Yixuan He, Gang Zeng, Zhaobing Han, Hua Chai, Junchi Yan
Pyramid Graph Neural Network: A Graph Sampling and Filtering Approach for Multi-scale Disentangled Representations. KDD (2023)
Chao Chen, Haoyu Geng, Gang Zeng, Zhaobing Han, Hua Chai, Xiaokang Yang, Junchi Yan
Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution. ICLR (2023)
Chao Chen, Dongsheng Li, Junchi Yan, Xiaokang Yang
Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation. IEEE Trans. Knowl. Data Eng. 34 (11) (2022)
Dongsheng Li, Chao Chen, Tun Lu, Stephen M. Chu, Ning Gu
Mixture Matrix Approximation for Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 33 (6) (2021)
Dongsheng Li, Haodong Liu, Chao Chen, Yingying Zhao, Stephen M. Chu, Bo Yang
NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering. ACM Trans. Knowl. Discov. Data 15 (6) (2021)
Dongsheng Li, Haodong Liu, Chao Chen, Yingying Zhao, Stephen M. Chu, Bo Yang
NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering. CoRR (2021)
Dongsheng Li, Chao Chen, Zhilin Gong, Tun Lu, Stephen M. Chu, Ning Gu
Collaborative Filtering with Noisy Ratings. SDM (2019)
Chao Chen, Hao Zhang, Dongsheng Li, Junchi Yan, Xiaokang Yang
Synergizing Local and Global Models for Matrix Approximation. CIKM (2019)
Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
Collaborative Filtering with Stability. CoRR (2018)
Dongsheng Li, Chao Chen, Qin Lv, Hansu Gu, Tun Lu, Li Shang, Ning Gu, Stephen M. Chu
AdaError: An Adaptive Learning Rate Method for Matrix Approximation-based Collaborative Filtering. WWW (2018)
Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M. Chu, Hongyuan Zha
ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems. AAAI (2017)
Dongsheng Li, Chao Chen, Wei Liu, Tun Lu, Ning Gu, Stephen M. Chu
Mixture-Rank Matrix Approximation for Collaborative Filtering. NIPS (2017)
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering. AAAI (2017)
Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Yingying Zhao, Tun Lu, Ning Gu
An algorithm for efficient privacy-preserving item-based collaborative filtering. Future Gener. Comput. Syst. 55 (2016)
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Stephen M. Chu, Li Shang
MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering. IJCAI (2016)
Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
Low-Rank Matrix Approximation with Stability. ICML (2016)
Chao Chen, Dongsheng Li, Yingying Zhao, Qin Lv, Li Shang
WEMAREC: Accurate and Scalable Recommendation through Weighted and Ensemble Matrix Approximation. SIGIR (2015)