Mingkai He

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Collaborative Filtering

Top Venues

Frontiers Comput. Sci.

Publications

Jing Lin, Mingkai He, Weike Pan, Zhong Ming
Collaborative filtering with sequential implicit feedback via learning users' preferences over item-sets. Inf. Sci. 621 (2023)
Jinwei Luo, Mingkai He, Weike Pan, Zhong Ming
BGNN: Behavior-aware graph neural network for heterogeneous session-based recommendation. Frontiers Comput. Sci. 17 (5) (2023)
Mingkai He, Jing Lin, Jinwei Luo, Weike Pan, Zhong Ming
FLAG: A Feedback-aware Local and Global Model for Heterogeneous Sequential Recommendation. ACM Trans. Intell. Syst. Technol. 14 (1) (2023)
Dugang Liu, Mingkai He, Jinwei Luo, Jiangxu Lin, Meng Wang, Xiaolian Zhang, Weike Pan, Zhong Ming
User-Event Graph Embedding Learning for Context-Aware Recommendation. KDD (2022)
Weixin Chen, Mingkai He, Yongxin Ni, Weike Pan, Li Chen, Zhong Ming
Global and Personalized Graphs for Heterogeneous Sequential Recommendation by Learning Behavior Transitions and User Intentions. RecSys (2022)
Zhuoxin Zhan, Mingkai He, Weike Pan, Zhong Ming
TransRec++: Translation-based sequential recommendation with heterogeneous feedback. Frontiers Comput. Sci. 16 (2) (2022)
Jinwei Luo, Mingkai He, Xiaolin Lin, Weike Pan, Zhong Ming
Dual-Task Learning for Multi-Behavior Sequential Recommendation. CIKM (2022)
Mingkai He, Weike Pan, Zhong Ming
BAR: Behavior-aware recommendation for sequential heterogeneous one-class collaborative filtering. Inf. Sci. 608 (2022)
Weibin Li, Mingkai He, Zhengjie Huang, Xianming Wang, Shikun Feng, Weiyue Su, Yu Sun
Graph4Rec: A Universal Toolkit with Graph Neural Networks for Recommender Systems. CoRR (2021)
Mansheng Chen, Dong Huang, Mingkai He, Chang-Dong Wang
Ensemble Clustering by Noise-Aware Graph Decomposition. ICIT (2018)