2026 Li Liu: 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	78	1193	1152	10	10	301	27044

Research.com Recognitions

2026 - Research.com Computer Science in United Arab Emirates Leader Award
2025 - Research.com Computer Science in United Arab Emirates Leader Award
2022 - Research.com Computer Science in United Arab Emirates Leader Award

Overview

Li Liu is affiliated with Group42 in the United Arab Emirates and has a substantial presence in the field of Computer Science, with a focus on Computer Vision and Pattern Recognition as well as Artificial Intelligence. Their research portfolio comprises extensive work on advanced methodologies related to image and video analysis, multimodal machine learning, and clustering techniques.

The main topics covered in their research include:

Advanced Image and Video Retrieval Techniques
Multimodal Machine Learning Applications
Video Surveillance and Tracking Methods
Image Retrieval and Classification Techniques
Sparse and Compressive Sensing Techniques
Video Analysis and Summarization
Child and Adolescent Psychosocial and Emotional Development

Li Liu's frequent co-authors include:

Huaxiang Zhang
Lei Zhu
Weiguo Li
Wendi Bao
Liqiang Nie

Their research has been published predominantly in the following venues:

arXiv (Cornell University)
IEEE Transactions on Circuits and Systems for Video Technology
Applied Intelligence
IEEE Transactions on Multimedia
Information Sciences

Among the recent scholarly articles authored or co-authored by Li Liu are:

A multi-label text classification method via dynamic semantic representation model and deep neural network, 2020, Applied Intelligence
Hierarchical Feature Aggregation Based on Transformer for Image-Text Matching, 2022, IEEE Transactions on Circuits and Systems for Video Technology
Adversarial Graph Convolutional Network for Cross-Modal Retrieval, 2021, IEEE Transactions on Circuits and Systems for Video Technology
Unsupervised Deep K-Means Hashing for Efficient Image Retrieval and Clustering, 2020, IEEE Transactions on Circuits and Systems for Video Technology
Semantic-Driven Interpretable Deep Multi-Modal Hashing for Large-Scale Multimedia Retrieval, 2020, IEEE Transactions on Multimedia

Best Publications

Deep Learning for Generic Object Detection: A Survey

Li Liu;Li Liu;Wanli Ouyang;Xiaogang Wang;Paul W. Fieguth

2901
Citations
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

Moloud Abdar;Farhad Pourpanah;Sadiq Hussain;Dana Rezazadegan

2180
Citations
Deep Learning for 3D Point Clouds: A Survey

Yulan Guo;Hanyun Wang;Qingyong Hu;Hao Liu

2082
Citations
Binary Multi-View Clustering

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

572
Citations
Median Robust Extended Local Binary Pattern for Texture Classification

Li Liu;Songyang Lao;Paul W. Fieguth;Yulan Guo

486
Citations
STAR: A Structure and Texture Aware Retinex Model

Jun Xu;Yingkun Hou;Dongwei Ren;Li Liu

480
Citations
Automated Visual Defect Detection for Flat Steel Surface: A Survey

Qiwu Luo;Xiaoxin Fang;Li Liu;Chunhua Yang

465
Citations
Local binary features for texture classification

Li Liu;Paul Fieguth;Yulan Guo;Xiaogang Wang

410
Citations
Extended local binary patterns for texture classification

Li Liu;Lingjun Zhao;Yunli Long;Gangyao Kuang

401
Citations
Texture Classification from Random Features

Li Liu;Paul Fieguth

380
Citations
An Adaptive and Fast CFAR Algorithm Based on Automatic Censoring for Target Detection in High-Resolution SAR Images

Gui Gao;Li Liu;Lingjun Zhao;Gongtao Shi

378
Citations
Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization

Fumin Shen;Yan Xu;Li Liu;Yang Yang

378
Citations
From BoW to CNN: Two Decades of Texture Representation for Texture Classification

Li Liu;Li Liu;Jie Chen;Paul W. Fieguth;Guoying Zhao

370
Citations
Median robust extended local binary pattern for texture classification

Li Liu;Paul Fieguth;Matti Pietikainen;Songyang Lao

343
Citations
Learning discriminative representations from RGB-D video data

Li Liu;Ling Shao

336
Citations
Feature Learning for Image Classification Via Multiobjective Genetic Programming

Ling Shao;Li Liu;Xuelong Li

326
Citations
An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning

Ji Zhang;Yu Liu;Ke Zhou;Guoliang Li

306
Citations
Attentive Region Embedding Network for Zero-Shot Learning

Guo-Sen Xie;Li Liu;Xiaobo Jin;Fan Zhu

299
Citations
Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval

Li Liu;Fumin Shen;Yuming Shen;Xianglong Liu

282
Citations
Efficient and Effective Regularized Incomplete Multi-View Clustering

Xinwang Liu;Miaomiao Li;Chang Tang;Jingyuan Xia

261
Citations
Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images

Yi Zhou;Xiaodong He;Lei Huang;Li Liu

234
Citations
Learning Spatio-Temporal Representations for Action Recognition: A Genetic Programming Approach

Li Liu;Ling Shao;Xuelong Li;Ke Lu

233
Citations

Frequent Co-Authors

Ling Shao Terminus International

Fumin Shen University of Electronic Science and Technology of China

Jungong Han Aberystwyth University

Yunhong Wang Beihang University

Heng Tao Shen University of Electronic Science and Technology of China

Xuelong Li China Telecom (China)

Jun Xu University of Utah

Jingkuan Song Columbia University

Guiguang Ding Tsinghua University

Yang Yang University of Electronic Science and Technology of China

External Links

Personal website of Li Liu Google Scholar page

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