Publication
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* Corresponding, † Equal
2022
Affiliation: Data Analyst of Westone Information Industry INC
Masked Vision-Language Transformers for Scene Text Recognition
Jie Wu*, Ying Peng, Shengming Zhang, Weigang Qi, and Jian Zhang
BMVC 2022
Affiliation: Master student of University of Electronic Science and Technology of China
Exploring indirect entity relations for knowledge graph enhanced recommender system
Zhonghai He †, Bei Hui †, Shengming Zhang, Chunjing Xiao*,Ting Zhong*, and Fan Zhou
Expert Systems with Applications
Volume 213, Part B, 1 March 2023, 118984
Survey of Recommender Systems Based on Graph Learning
Zhangtao Cheng, Ting Zhong, Shengming Zhang, and Fan Zhou*
Computer Science, 2022, 49(9): 1-13
2021
Affiliation: Master student of University of Electronic Science and Technology of China
Trajectory-User Linking via Graph Neural Network
Fan Zhou, Shupei Chen, Jin Wu, Chengtai Cao, and Shengming Zhang
ICC 2021: 1-6
2020
Affiliation: Master student of University of Electronic Science and Technology of China
Hybrid graph convolutional networks with multi-head attention for location recommendation
Ting Zhong, Shengming Zhang, Fan Zhou*, Kunpeng Zhang, Goce Trajcevski, and Jin Wu
World Wide Web 23(6): 3125-3151 (2020)
Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder
Fan Zhou, Shengming Zhang, and Yi Yang
ACL 2020: 846-852
Recommender System
- Hybrid graph convolutional networks with multi-head attention for location recommendation. World Wide Web: Internet and Web Information Systems. 2020.
Text-based Image Captioning
Natural Language Processing
- Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder. ACL. 2020.
Trajectory-User Linking
- Trajectory-User Linking via Graph Neural Network. ICC. 2021.