Zhixiang HE

Zhixiang HE

City University of Hong Kong

H-index: 8

Asia-Hong Kong

About Zhixiang HE

Zhixiang HE, With an exceptional h-index of 8 and a recent h-index of 7 (since 2020), a distinguished researcher at City University of Hong Kong, specializes in the field of Reinforcement learning, Spatio-temporal data mining, Recommender systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

An Improved DBSCAN Clustering Method for AIS Trajectories Incorporating DP Compression and Discrete Fréchet Distance

Pairwise and Hyper-correlations Based Spatiotemporal Neural Networks for Traffic Speed Predictions

DeepMAG: Deep reinforcement learning with multi-agent graphs for flexible job shop scheduling

H3Rec: Higher-Order Heterogeneous and Homogeneous Interaction Modeling for Group Recommendations of Web Services

Gamit: A new encoder-decoder framework with graphical space and multi-grained time for traffic predictions

GAME: Learning graphical and attentive multi-view embeddings for occasional group recommendation

STNN: A spatio-temporal neural network for traffic predictions

Zhixiang HE Information

University

Position

___

Citations(all)

254

Citations(since 2020)

247

Cited By

60

hIndex(all)

8

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

5

Email

University Profile Page

City University of Hong Kong

Google Scholar

View Google Scholar Profile

Zhixiang HE Skills & Research Interests

Reinforcement learning

Spatio-temporal data mining

Recommender systems

Top articles of Zhixiang HE

Title

Journal

Author(s)

Publication Date

An Improved DBSCAN Clustering Method for AIS Trajectories Incorporating DP Compression and Discrete Fréchet Distance

Xiliang Liu

Xiaoying Zhi

Peng Wang

Qiang Mei

Haoru Su

...

2024/4/25

Pairwise and Hyper-correlations Based Spatiotemporal Neural Networks for Traffic Speed Predictions

Zhixiang He

Jia-Dong Zhang

Chi-Yin Chow

Ning Li

Xiliang Liu

...

2023/7/3

DeepMAG: Deep reinforcement learning with multi-agent graphs for flexible job shop scheduling

Knowledge-Based Systems

Jia-Dong Zhang

Zhixiang He

Wing-Ho Chan

Chi-Yin Chow

2023/1/10

H3Rec: Higher-Order Heterogeneous and Homogeneous Interaction Modeling for Group Recommendations of Web Services

IEEE Transactions on Services Computing

Zhixiang He

Chi-Yin Chow

Jia-Dong Zhang

Kam-Yiu Lam

2022/6/3

Gamit: A new encoder-decoder framework with graphical space and multi-grained time for traffic predictions

Zhixiang He

Chi-Yin Chow

Jia-Dong Zhang

2020/12/10

GAME: Learning graphical and attentive multi-view embeddings for occasional group recommendation

Zhixiang He

Chi-Yin Chow

Jia-Dong Zhang

2020/7/25

STNN: A spatio-temporal neural network for traffic predictions

IEEE Transactions on Intelligent Transportation Systems

Zhixiang He

Chi-Yin Chow

Jia-Dong Zhang

2020/7/16

See List of Professors in Zhixiang HE University(City University of Hong Kong)

Co-Authors

H-index: 42
Chi-Yin Chow

Chi-Yin Chow

City University of Hong Kong

H-index: 22
Jia-Dong Zhang

Jia-Dong Zhang

City University of Hong Kong

H-index: 11
Chenhui Li

Chenhui Li

East China Normal University

H-index: 7
Xiaoli Sun

Xiaoli Sun

Shenzhen University

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