Changxin Tian

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Minimal Spanning Tree

Language Modeling Approaches

Collaborative Filtering

Data Sparseness

Top Venues

ACM Trans. Inf. Syst.

Publications

Yuling Wang, Changxin Tian, Binbin Hu, Yanhua Yu, Ziqi Liu, Zhiqiang Zhang, Jun Zhou, Liang Pang, Xiao Wang
Can Small Language Models be Good Reasoners for Sequential Recommendation? CoRR (2024)
Yuling Wang, Changxin Tian, Binbin Hu, Yanhua Yu, Ziqi Liu, Zhiqiang Zhang, Jun Zhou, Liang Pang, Xiao Wang
Can Small Language Models be Good Reasoners for Sequential Recommendation? WWW (2024)
Changxin Tian, Yuexiang Xie, Xu Chen, Yaliang Li, Xin Zhao
Privacy-preserving Cross-domain Recommendation with Federated Graph Learning. ACM Trans. Inf. Syst. 42 (5) (2024)
Changxin Tian, Binbin Hu, Wayne Xin Zhao, Zhiqiang Zhang, Jun Zhou
Periodicity May Be Emanative: Hierarchical Contrastive Learning for Sequential Recommendation. CIKM (2023)
Wayne Xin Zhao, Yupeng Hou, Xingyu Pan, Chen Yang, Zeyu Zhang, Zihan Lin, Jingsen Zhang, Shuqing Bian, Jiakai Tang, Wenqi Sun, Yushuo Chen, Lanling Xu, Gaowei Zhang, Zhen Tian, Changxin Tian, Shanlei Mu, Xinyan Fan, Xu Chen, Ji-Rong Wen
RecBole 2.0: Towards a More Up-to-Date Recommendation Library. CoRR (2022)
Changxin Tian, Zihan Lin, Shuqing Bian, Jinpeng Wang, Wayne Xin Zhao
Temporal Contrastive Pre-Training for Sequential Recommendation. CIKM (2022)
Changxin Tian, Yuexiang Xie, Yaliang Li, Nan Yang, Wayne Xin Zhao
Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering. SIGIR (2022)
Zihan Lin, Changxin Tian, Yupeng Hou, Wayne Xin Zhao
Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning. WWW (2022)
Zihan Lin, Changxin Tian, Yupeng Hou, Wayne Xin Zhao
Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning. CoRR (2022)
Xingyu Pan, Yushuo Chen, Changxin Tian, Zihan Lin, Jinpeng Wang, He Hu, Wayne Xin Zhao
Multimodal Meta-Learning for Cold-Start Sequential Recommendation. CIKM (2022)
Wayne Xin Zhao, Yupeng Hou, Xingyu Pan, Chen Yang, Zeyu Zhang, Zihan Lin, Jingsen Zhang, Shuqing Bian, Jiakai Tang, Wenqi Sun, Yushuo Chen, Lanling Xu, Gaowei Zhang, Zhen Tian, Changxin Tian, Shanlei Mu, Xinyan Fan, Xu Chen, Ji-Rong Wen
RecBole 2.0: Towards a More Up-to-Date Recommendation Library. CIKM (2022)
Hengtong Zhang, Changxin Tian, Yaliang Li, Lu Su, Nan Yang, Wayne Xin Zhao, Jing Gao
Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data. KDD (2021)
Wayne Xin Zhao, Shanlei Mu, Yupeng Hou, Zihan Lin, Yushuo Chen, Xingyu Pan, Kaiyuan Li, Yujie Lu, Hui Wang, Changxin Tian, Yingqian Min, Zhichao Feng, Xinyan Fan, Xu Chen, Pengfei Wang, Wendi Ji, Yaliang Li, Xiaoling Wang, Ji-Rong Wen
RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms. CIKM (2021)
Wayne Xin Zhao, Shanlei Mu, Yupeng Hou, Zihan Lin, Kaiyuan Li, Yushuo Chen, Yujie Lu, Hui Wang, Changxin Tian, Xingyu Pan, Yingqian Min, Zhichao Feng, Xinyan Fan, Xu Chen, Pengfei Wang, Wendi Ji, Yaliang Li, Xiaoling Wang, Ji-Rong Wen
RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms. CoRR (2020)