Vincent W. Zheng

A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications

Hongyun Cai, Vincent W. Zheng, Kevin Chen–Chuan Chang · IEEE Transactions on Knowledge and Data Engineering · 2018 · 2K citations

Graph Embedding, Network Science, Graph Theory +15

Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs

Dingqi Yang, Daqing Zhang, Vincent W. Zheng et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2014 · 779 citations

Engineering, Machine Learning, Location-aware Social Medium +18

Collaborative location and activity recommendations with GPS history data

Vincent W. Zheng, Yu Zheng, Xing Xie et al. · 2010 · 660 citations

Location Information, Engineering, Information Retrieval +14

A Survey of Zero-Shot Learning

Wei Wang, Vincent W. Zheng, Han Yu et al. · ACM Transactions on Intelligent Systems and Technology · 2019 · 502 citations

Artificial Intelligence, Few-shot Learning, Natural Language Processing +14

Learning Community Embedding with Community Detection and Node Embedding on Graphs

Sandro Cavallari, Vincent W. Zheng, Hongyun Cai et al. · 2017 · 368 citations

Graph Representation Learning, Engineering, Community Mining +18