Chao Chen

26 papers A* 11A 2Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Filtering Discomforting Recommendations with Large Language Models.
WWW
Jiahao Liu, Yiyang Shao, Peng Zhang, Dongsheng Li, Hansu Gu, Chao Chen, Longzhi Du, Tun Lu, Ning Gu
2024 J jnl
Constructing and Masking Preference Profile with LLMs for Filtering Discomforting Recommendation.
CoRR
Jiahao Liu, Yiyang Shao, Peng Zhang, Dongsheng Li, Hansu Gu, Chao Chen, Longzhi Du, Tun Lu, Ning Gu
2024 J jnl
EasyDGL: Encode, Train and Interpret for Continuous-Time Dynamic Graph Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Chao Chen, Haoyu Geng, Nianzu Yang, Xiaokang Yang, Junchi Yan
2023 J jnl
EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning.
CoRR
Chao Chen, Haoyu Geng, Nianzu Yang, Xiaokang Yang, Junchi Yan
2023 A* conf
Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution.
ICLR
Chao Chen, Haoyu Geng, Gang Zeng, Zhaobing Han, Hua Chai, Xiaokang Yang, Junchi Yan
2023 J jnl
Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution.
CoRR
Chao Chen, Haoyu Geng, Gang Zeng, Zhaobing Han, Hua Chai, Xiaokang Yang, Junchi Yan
2023 A* conf
Pyramid Graph Neural Network: A Graph Sampling and Filtering Approach for Multi-scale Disentangled Representations.
KDD
Haoyu Geng, Chao Chen, Yixuan He, Gang Zeng, Zhaobing Han, Hua Chai, Junchi Yan
2022 J jnl
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation.
CoRR
Chao Chen, Haoyu Geng, Nianzu Yang, Junchi Yan, Daiyue Xue, Jianping Yu, Xiaokang Yang
2022 J jnl
Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation.
CoRR
Chao Chen, Dongsheng Li, Junchi Yan, Xiaokang Yang
2022 J jnl
Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation.
IEEE Trans. Knowl. Data Eng.
Chao Chen, Dongsheng Li, Junchi Yan, Xiaokang Yang
2021 A* conf
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation.
ICML
Chao Chen, Haoyu Geng, Nianzu Yang, Junchi Yan, Daiyue Xue, Jianping Yu, Xiaokang Yang
2021 J jnl
Mixture Matrix Approximation for Collaborative Filtering.
IEEE Trans. Knowl. Data Eng.
Dongsheng Li, Chao Chen, Tun Lu, Stephen M. Chu, Ning Gu
2021 J jnl
NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering.
CoRR
Dongsheng Li, Haodong Liu, Chao Chen, Yingying Zhao, Stephen M. Chu, Bo Yang
2021 J jnl
NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering.
ACM Trans. Knowl. Discov. Data
Dongsheng Li, Haodong Liu, Chao Chen, Yingying Zhao, Stephen M. Chu, Bo Yang
2021 A* conf
Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning.
AAAI
Chao Chen, Dongsheng Li, Junchi Yan, Hanchi Huang, Xiaokang Yang
2019 A conf
Collaborative Filtering with Noisy Ratings.
SDM
Dongsheng Li, Chao Chen, Zhilin Gong, Tun Lu, Stephen M. Chu, Ning Gu
2019 A conf
Synergizing Local and Global Models for Matrix Approximation.
CIKM
Chao Chen, Hao Zhang, Dongsheng Li, Junchi Yan, Xiaokang Yang
2018 A* conf
AdaError: An Adaptive Learning Rate Method for Matrix Approximation-based Collaborative Filtering.
WWW
Dongsheng Li, Chao Chen, Qin Lv, Hansu Gu, Tun Lu, Li Shang, Ning Gu, Stephen M. Chu
2018 J jnl
Collaborative Filtering with Stability.
CoRR
Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
2017 A* conf
ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems.
AAAI
Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M. Chu, Hongyuan Zha
2017 A* conf
GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering.
AAAI
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
2017 — conf
Mixture-Rank Matrix Approximation for Collaborative Filtering.
NIPS
Dongsheng Li, Chao Chen, Wei Liu, Tun Lu, Ning Gu, Stephen M. Chu
2016 J jnl
An algorithm for efficient privacy-preserving item-based collaborative filtering.
Future Gener. Comput. Syst.
Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Yingying Zhao, Tun Lu, Ning Gu
2016 A* conf
Low-Rank Matrix Approximation with Stability.
ICML
Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
2016 A* conf
MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering.
IJCAI
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Stephen M. Chu, Li Shang
2015 A* conf
WEMAREC: Accurate and Scalable Recommendation through Weighted and Ensemble Matrix Approximation.
SIGIR
Chao Chen, Dongsheng Li, Yingying Zhao, Qin Lv, Li Shang