Shaoyun Shi

2025

Feature-Enhanced Neural Collaborative Reasoning for Explainable Recommendation.

Xiaoyu Zhang|Shaoyun Shi|Yishan Li|Weizhi Ma|Peijie Sun|Min Zhang

ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 1

DAS: Dual-Aligned Semantic IDs Empowered Industrial Recommender System.

Wencai Ye|Mingjie Sun|Shaoyun Shi|Peng Wang|Wenjin Wu|Peng Jiang

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

2024

Enhancing Recommendation Accuracy and Diversity with Box Embedding: A Universal Framework.

Cheng Wu|Shaoyun Shi|Chaokun Wang|Ziyang Liu|Wang Peng|Wenjin Wu|Dongying Kong|Han Li|Kun Gai

Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2022

Graph Collaborative Reasoning.

Hanxiong Chen|Yunqi Li|Shaoyun Shi|Shuchang Liu|He Zhu|Yongfeng Zhang

WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

Explainable Neural Rule Learning.

Shaoyun Shi|Yuexiang Xie|Zhen Wang|Bolin Ding|Yaliang Li|Min Zhang

WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

WG4Rec: Modeling Textual Content with Word Graph for News Recommendation.

Shaoyun Shi|Weizhi Ma|Zhen Wang|Min Zhang|Kun Fang|Jingfang Xu|Yiqun Liu|Shaoping Ma

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

Neural Collaborative Reasoning.

Hanxiong Chen|Shaoyun Shi|Yunqi Li|Yongfeng Zhang

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

Neural Logic Reasoning.

Min Zhang|Walter Garcia|Shaoyun Shi|Yongfeng Zhang|Carlos Ordonez|Hanxiong Chen|Weizhi Ma|Jiaxin Mao|Min Zhang|Walter Garcia|Carlos Ordonez|Yongfeng Zhang

CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

Beyond User Embedding Matrix: Learning to Hash for Modeling Large-Scale Users in Recommendation.

Shaoyun Shi|Weizhi Ma|Min Zhang|Yongfeng Zhang|Xinxing Yu|Houzhi Shan|Yiqun Liu|Shaoping Ma

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

Adaptive Feature Sampling for Recommendation with Missing Content Feature Values.

Shaoyun Shi|Min Zhang|Xinxing Yu|Yongfeng Zhang|Bin Hao|Yiqun Liu|Shaoping Ma

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

2018

Attention-based Adaptive Model to Unify Warm and Cold Starts Recommendation.

Shaoyun Shi|Min Zhang|Yiqun Liu|Shaoping Ma

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

Wide & Deep Learning in Job Recommendation: An Empirical Study.

Shaoyun Shi|Min Zhang|Hongyu Lu|Yiqun Liu|Shaoping Ma

Information Retrieval Technology - 13th Asia Information Retrieval Societies Conference, AIRS 2017, Jeju Island, South Korea, November 22-24, 2017, Proceedings