2026 Heng Tao Shen: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	92	546	530	74	72	455	32143

Research.com Recognitions

2026 - Research.com Computer Science in China Leader Award
2025 - Research.com Computer Science in China Leader Award
2023 - Research.com Computer Science in China Leader Award
2022 - Research.com Computer Science in China Leader Award

Overview

Heng Tao Shen is affiliated with the University of Electronic Science and Technology of China. Their research primarily belongs to the field of Computer Science, with a substantial focus on specialized subfields and topics within this domain.

The main subfields of study for Heng Tao Shen include:

Computer Vision and Pattern Recognition
Artificial Intelligence
Media Technology
Signal Processing
Electrical and Electronic Engineering

Research topics frequently addressed by Heng Tao Shen are:

Multimodal Machine Learning Applications
Domain Adaptation and Few-Shot Learning
Advanced Image and Video Retrieval Techniques
Human Pose and Action Recognition
Advanced Neural Network Applications
Anomaly Detection Techniques and Applications
Video Surveillance and Tracking Methods

Heng Tao Shen has coauthored extensively with several researchers. Notable frequent collaborators include:

Lianli Gao
Jingkuan Song
Yang Yang
Xing Xu
Jingjing Li

The scientist has contributed significantly to various academic venues, with repeated publications in:

arXiv (Cornell University)
IEEE Transactions on Multimedia
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Neural Networks and Learning Systems
IEEE Transactions on Image Processing

Selected recent papers illustrate Heng Tao Shen's research themes and publication record:

Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing, 2020, IEEE Transactions on Knowledge and Data Engineering
Deep Fuzzy Hashing Network for Efficient Image Retrieval, 2020, IEEE Transactions on Fuzzy Systems
Maximum Density Divergence for Domain Adaptation, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence
Cross-Modal Attention With Semantic Consistence for Image-Text Matching, 2020, IEEE Transactions on Neural Networks and Learning Systems
Remote Sensing Image Super-Resolution via Mixed High-Order Attention Network, 2020, IEEE Transactions on Geoscience and Remote Sensing

Best Publications

Supervised Discrete Hashing

Fumin Shen;Chunhua Shen;Wei Liu;Heng Tao Shen

1218
Citations
A Survey on Learning to Hash

Jingdong Wang;Ting Zhang;Jingkuan Song;Nicu Sebe

1048
Citations
L2,1-Norm Regularized Discriminative Feature Selection for Unsupervised

Yi Yang;Heng Tao Shen;Zhigang Ma;Zi Huang

900
Citations
l 2,1 -norm regularized discriminative feature selection for unsupervised learning

Yi Yang;Heng Tao Shen;Zhigang Ma;Zi Huang

875
Citations
Adversarial Cross-Modal Retrieval

Bokun Wang;Yang Yang;Xing Xu;Alan Hanjalic

747
Citations
Inter-media hashing for large-scale retrieval from heterogeneous data sources

Jingkuan Song;Yang Yang;Yi Yang;Zi Huang

642
Citations
Video Captioning With Attention-Based LSTM and Semantic Consistency

Lianli Gao;Zhao Guo;Hanwang Zhang;Xing Xu

628
Citations
Hashing for Similarity Search: A Survey

Jingdong Wang;Heng Tao Shen;Jingkuan Song;Jianqiu Ji

608
Citations
Binary Multi-View Clustering

Zheng Zhang;Li Liu;Fumin Shen;Heng Tao Shen

572
Citations
Discovery of convoys in trajectory databases

Hoyoung Jeung;Man Lung Yiu;Xiaofang Zhou;Christian S. Jensen

491
Citations
Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval

Lianli Gao;Xiaosu Zhu;Jingkuan Song;Zhou Zhao

484
Citations
Discovering popular routes from trajectories

Zaiben Chen;Heng Tao Shen;Xiaofang Zhou

456
Citations
Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval

Xing Xu;Fumin Shen;Yang Yang;Heng Tao Shen

449
Citations
A Hybrid Prediction Model for Moving Objects

Hoyoung Jeung;Qing Liu;Heng Tao Shen;Xiaofang Zhou

384
Citations
Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization

Fumin Shen;Yan Xu;Li Liu;Yang Yang

378
Citations
Multiple feature hashing for real-time large scale near-duplicate video retrieval

Jingkuan Song;Yi Yang;Zi Huang;Heng Tao Shen

374
Citations
Deep Fuzzy Hashing Network for Efficient Image Retrieval

Huimin Lu;Ming Zhang;Xing Xu;Yujie Li

338
Citations
Linear cross-modal hashing for efficient multimedia search

Xiaofeng Zhu;Zi Huang;Heng Tao Shen;Xin Zhao

324
Citations
Maximum Density Divergence for Domain Adaptation

Jingjing Li;Erpeng Chen;Zhengming Ding;Lei Zhu

312
Citations
Transfer Independently Together: A Generalized Framework for Domain Adaptation

Jingjing Li;Ke Lu;Zi Huang;Lei Zhu

298
Citations
Searching trajectories by locations: an efficiency study

Zaiben Chen;Heng Tao Shen;Xiaofang Zhou;Yu Zheng

297
Citations
Beyond Frame-level CNN: Saliency-Aware 3-D CNN With LSTM for Video Action Recognition

Xuanhan Wang;Lianli Gao;Jingkuan Song;Heng Tao Shen

286
Citations
Proceedings of the 23rd ACM international conference on Multimedia

Xiaofang Zhou;Alan F. Smeaton;Qi Tian;Dick C.A. Bulterman

146
Citations

Frequent Co-Authors

Yang Yang University of Electronic Science and Technology of China

Zi Huang University of Queensland

Fumin Shen University of Electronic Science and Technology of China

Xiaofang Zhou Hong Kong University of Science and Technology

Jingkuan Song Columbia University

Lianli Gao University of Electronic Science and Technology of China

Dongxiang Zhang Zhejiang University

Bin Cui Peking University

Chunhua Shen Zhejiang University

Xuelong Li China Telecom (China)

External Links

Personal website of Heng Tao Shen Google Scholar page

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