Publications (Google Scholar Profile) (Full List at DBLP)

Work in Progress

Quaternion Knowledge Graph Embedding
Shuai Zhang*, Yi Tay*, Lina Yao, Qi Liu.
Submitted, 2019.

Conference Papers

DeepRec: An Open-source Toolkit for Deep Learning based Recommendation (Demo Track)
Shuai Zhang, Yi Tay, Lina Yao, Bin Wu, Aixin Sun.
The 28th International Joint Conference on Artificial Intelligence. IJCAI 2019.

Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks
Yi Tay, Aston Zhang, Anh Tuan Luu, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu and Siu Cheung Hui.
The 57th Annual Meeting of the Association for Computational Linguistics . ACL 2019.

Quaternion Collaborative Filtering for Recommendation
Shuai Zhang, Lina Yao, Lucas Vinh Tran , Aston Zhang , Yi Tay.
The 28th International Joint Conference on Artificial Intelligence. IJCAI 2019.

Holographic Factorization Machines for Recommendation
Yi Tay*, Shuai Zhang*, Anh Tuan Luu, Siu Cheung Hui, Lina Yao, Lucas Vinh Tran.
The 33rd AAAI Conference on Artificial Intelligence. AAAI 2019.

NeuRec: On Nonlinear Transformation for Personalized Ranking
Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang. Guodong Long. Manqing Dong.
The 27th International Joint Conference on Artificial Intelligence. IJCAI 2018.

AutoSVD++: An Efficient Hybrid Collaborative Filtering Model via Contractive Auto-encoders
Shuai Zhang, Lina Yao, Xiwei Xu.
The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. SIGIR 2017 .

Journal Papers

Thing-of-Interest Recommendation in the Internet of Things: Requirements, Challenges and Directions
Lina Yao, Xianzhi Wang, Quan Z. Sheng, Schahram Dustdar, Shuai Zhang.
IEEE Internet Computing. 2019.

Deep Learning based Recommender System: A Survey and New Perspectives
Shuai Zhang, Lina Yao, Aixin Sun, Yi Tay.
ACM Computing surveys. 2019.

Internet of Things Meets Brain-Computer Interface: A Unified Deep Learning Framework for Enabling Human-Thing Cognitive Interactivity
Xiang Zhang, Lina Yao, Shuai Zhang, Salil S. Kanhere, Quan Z. Sheng, Yunhao Liu.
IEEE Internet of Things Journal. 2018.

Book Chapters

Deep Neural Networks meet Recommender Systems
Shuai Zhang, Lina Yao, Aixin Sun, Guibing Guo, Xiwei Xu, Liming Zhu.
Book Title: Big Data Recommender Systems: Recent Trends and Advances.
Publisher: Institution of Engineering and Technology.

Workshop Papers

Next Item Recommendation with Self-Attentive Metric Learning
Shuai Zhang, Yi Tay, Lina Yao, Aixin Sun, Jake An.
AAAI 2019 Workshop on Recommender Systems and Natural Language Processing. RecNLP 2019.

[* denotes equal contribution]