Jin Chen

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 18

Top Topics

Incremental Update

Alternating Least Squares

Implicit Feedback

Efficient Learning

Top Venues

Publications

Xihong Yang, Yiqi Wang, Jin Chen, Wenqi Fan, Xiangyu Zhao, En Zhu, Xinwang Liu, Defu Lian
Dual Test-time Training for Out-of-distribution Recommender System. CoRR (2024)
Yupu Zhang, Liwei Deng, Yan Zhao, Jin Chen, Jiandong Xie, Kai Zheng
SimiDTR: Deep Trajectory Recovery with Enhanced Trajectory Similarity. DASFAA (1) (2023)
Chen Yang, Jin Chen, Qian Yu, Xiangdong Wu, Kui Ma, Zihao Zhao, Zhiwei Fang, Wenlong Chen, Chaosheng Fan, Jie He, Changping Peng, Zhangang Lin, Jingping Shao
An Incremental Update Framework for Online Recommenders with Data-Driven Prior. CoRR (2023)
Defu Lian, Xu Huang, Xiaolong Chen, Jin Chen, Xingmei Wang, Yankai Wang, Haoran Jin, Rui Fan, Zheng Liu, Le Wu, Enhong Chen
RecStudio: Towards a Highly-Modularized Recommender System. SIGIR (2023)
Rui Fan, Yuanhao Pu, Jin Chen, Zhihao Zhu, Defu Lian, Enhong Chen
AutoS2AE: Automate to Regularize Sparse Shallow Autoencoders for Recommendation. WWW (2023)
Yongfu Fan, Jin Chen, Yongquan Jiang, Defu Lian, Fangda Guo, Kai Zheng
Batch-Mix Negative Sampling for Learning Recommendation Retrievers. CIKM (2023)
Chen Yang, Jin Chen, Qian Yu, Xiangdong Wu, Kui Ma, Zihao Zhao, Zhiwei Fang, Wenlong Chen, Chaosheng Fan, Jie He, Changping Peng, Zhangang Lin, Jingping Shao
An Incremental Update Framework for Online Recommenders with Data-Driven Prior. CIKM (2023)
Xu Huang, Defu Lian, Jin Chen, Liu Zheng, Xing Xie, Enhong Chen
Cooperative Retriever and Ranker in Deep Recommenders. WWW (2023)
Yucheng Li, Defu Lian, Jin Chen
Cache-Enhanced InBatch Sampling with Difficulty-Based Replacement Strategies for Learning Recommenders. DASFAA (Workshops) (2023)
Qi Liu, Xuyang Hou, Haoran Jin, Jin Chen, Zhe Wang, Defu Lian, Tan Qu, Jia Cheng, Jun Lei
Deep Group Interest Modeling of Full Lifelong User Behaviors for CTR Prediction. CoRR (2023)
Jin Chen, Guanyu Ye, Yan Zhao, Shuncheng Liu, Liwei Deng, Xu Chen, Rui Zhou, Kai Zheng
Efficient Join Order Selection Learning with Graph-based Representation. KDD (2022)
Jin Chen, Defu Lian, Binbin Jin, Kai Zheng, Enhong Chen
Learning Recommenders for Implicit Feedback with Importance Resampling. WWW (2022)
Rui Fan, Jin Chen, Jin Zhang, Defu Lian, Enhong Chen
Improving Implicit Alternating Least Squares with Ring-based Regularization. SIGIR (2022)
Jin Chen, Defu Lian, Binbin Jin, Xu Huang, Kai Zheng, Enhong Chen
Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering. WWW (2022)
Shuncheng Liu, Xu Chen, Yan Zhao, Jin Chen, Rui Zhou, Kai Zheng
Efficient Learning with Pseudo Labels for Query Cost Estimation. CIKM (2022)
Xu Huang, Defu Lian, Jin Chen, Zheng Liu, Xing Xie, Enhong Chen
Cooperative Retriever and Ranker in Deep Recommenders. CoRR (2022)
Defu Lian, Jin Chen, Kai Zheng, Enhong Chen, Xiaofang Zhou
Ranking-Based Implicit Regularization for One-Class Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Jin Chen, Defu Lian, Yucheng Li, Baoyun Wang, Kai Zheng, Enhong Chen
Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever. CoRR (2022)