2026 Hongtao Lu: 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	48	6239	6060	832	826	262	7930

Overview

Hongtao Lu is affiliated with Shanghai Jiao Tong University in China and has a substantial body of research contributions primarily in the field of computer science. Their work spans various subfields, including computer vision and pattern recognition, artificial intelligence, media technology, radiology, nuclear medicine and imaging, and biomedical engineering.

The scientist's publication record includes 229 works within computer science, with significant focus on computer vision and pattern recognition evidenced by 144 publications. Other notable subfields include artificial intelligence with 56 publications and media technology with 14. Their research topics broadly cover:

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

Research output from Hongtao Lu frequently appears in specific publication venues such as:

arXiv (Cornell University)
SSRN Electronic Journal
Computer Vision and Image Understanding
IEEE Transactions on Multimedia
Regular and Young Investigator Award Abstracts

Among recent papers authored or coauthored by Hongtao Lu, notable works include:

Natural Image Matting via Guided Contextual Attention, 2020, Proceedings of the AAAI Conference on Artificial Intelligence
SSDA-YOLO: Semi-supervised domain adaptive YOLO for cross-domain object detection, 2023, Computer Vision and Image Understanding
Enhancing human activity recognition using deep learning and time series augmented data, 2021, Journal of Ambient Intelligence and Humanized Computing
Show, Recall, and Tell: Image Captioning with Recall Mechanism, 2020, Proceedings of the AAAI Conference on Artificial Intelligence
Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Hongtao Lu has collaborated frequently with a group of coauthors, including:

Yue Ding (30 collaborations)
Huayi Zhou (15 collaborations)
Yuxiang Lu (15 collaborations)
Zhaozhi Xie (12 collaborations)
Yaoyi Li (11 collaborations)

Best Publications

Learning Texture Transformer Network for Image Super-Resolution

Fuzhi Yang;Huan Yang;Jianlong Fu;Hongtao Lu

929
Citations
Spatio-Temporal AutoEncoder for Video Anomaly Detection

Yiru Zhao;Bing Deng;Chen Shen;Yao Liu

537
Citations
Chaotic attractors in delayed neural networks

Hongtao Lu

401
Citations
Deep convolutional neural network VGG-16 model for differential diagnosing of papillary thyroid carcinomas in cytological images: a pilot study.

Qing Guan;Yunjun Wang;Bo Ping;Duanshu Li

278
Citations
Chaotic behavior in first-order autonomous continuous-time systems with delay

Hongtao Lu;Zhenya He

173
Citations
Natural image matting via guided contextual attention

Yaoyi Li;Hongtao Lu

172
Citations
Look Back and Predict Forward in Image Captioning

Yu Qin;Jiajun Du;Yonghua Zhang;Hongtao Lu

171
Citations
Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification

Yiru Zhao;Xu Shen;Zhongming Jin;Hongtao Lu

165
Citations
Rethinking on Multi-Stage Networks for Human Pose Estimation.

Wenbo Li;Zhicheng Wang;Binyi Yin;Qixiang Peng

160
Citations
Deep CTR Prediction in Display Advertising

Junxuan Chen;Baigui Sun;Hao Li;Hongtao Lu

156
Citations
On stability of nonlinear continuous-time neural networks with delays

Hongtao Lu

148
Citations
SURF Tracking

Wei He;Takayoshi Yamashita;Hongtao Lu;Shihong Lao

138
Citations
Fragile watermarking scheme for image authentication

Hongtao Lu;Ruiming Shen;Fu Lai Korris Chung

122
Citations
An Adversarial Approach to Hard Triplet Generation

Yiru Zhao;Zhongming Jin;Guo-jun Qi;Hongtao Lu

107
Citations
Digital image splicing detection based on approximate run length

Zhongwei He;Wei Sun;Wei Lu;Hongtao Lu

104
Citations
A novel image watermarking scheme based on support vector regression

Rui-min Shen;Yong-gang Fu;Hong-tao Lu

96
Citations
Robust digital image watermarking based on subsampling

Wei Lu;Hongtao Lu;Fu-Lai Chung

95
Citations
Global exponential stability of delayed competitive neural networks with different time scales

Hongtao Lu;Zhenya He

94
Citations
Adversarial and Contrastive Variational Autoencoder for Sequential Recommendation

Zhe Xie;Chengxuan Liu;Yichi Zhang;Hongtao Lu

90
Citations
Using Deep Convolutional Neural Networks for Multi-Classification of Thyroid Tumor by Histopathology: A Large-Scale Pilot Study

Yunjun Wang;Qing Guan;Iweng Lao;Li Wang

86
Citations
Global exponential stability analysis of Cohen-Grossberg neural networks

Hongtao Lu

82
Citations
Robust watermarking based on DWT and nonnegative matrix factorization

Wei Lu;Wei Sun;Hongtao Lu

78
Citations

Frequent Co-Authors

Wei Lu Sun Yat-sen University

Fu-Lai Chung Hong Kong Polytechnic University

David Zhang Chinese University of Hong Kong, Shenzhen

Bao-Liang Lu Shanghai Jiao Tong University

Horace H. S. Ip City University of Hong Kong

Guanrong Chen City University of Hong Kong

Baining Guo Microsoft (United States)

Weiyao Lin Shanghai Jiao Tong University

Dong Wang Peking University

Jianlong Fu Microsoft (United States)

External Links

Personal website of Hongtao Lu Google Scholar page

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