Xin Li
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Professor 10 Months
Also affiliated: BGI Group (China) (2018); University of Central Florida (2010–2025); Shenyang Institute of Engineering (2025); Albany State University (2024–2025); Shanghai University (2002–2019); Tongji University (2024); Inner Mongolia Agricultural University (2013–2020); West Virginia University (2003–2025); Louisiana State University (2021); California Institute of Technology (2024); Beijing Institute of Technology (2010–2012); University of Science and Technology of China (2020–2023); Northeastern University (2024); Ministry of Public Security of the People's Republic of China (2011–2012); Tianjin University of Technology and Education (2022); University of Nevada, Las Vegas (1994); Guangdong University of Technology (2017); Hong Kong Baptist University (2006); Sun Yat-sen University (2023); Chongqing University (2024); Gansu Agricultural University (2025); Hohai University (2025); Zhejiang University of Science and Technology (2023); State Grid Corporation of China (China) (2022–2023); Shenzhen University (2024); Donghua University (2012); Shanghai Jiao Tong University (2020); Capital Medical University (2021); Northeast Normal University (2020–2025); Lehigh University (2018–2021); Xiamen University (2016); Chinese Academy of Sciences (2011–2019); Princeton University (2000–2003); Washington University in St. Louis (2024); Harbin Institute of Technology (2025); Changshu Institute of Technology (2013–2023); Zhengzhou University of Light Industry (2014); Sichuan University (2024); Fudan University (2016–2018); Inner Mongolia University (2023); Dalian University of Technology (2023); California State University Los Angeles (1994); West Virginia University Hospitals (2003–2023); Suzhou University of Science and Technology (2013); Shantou University (2024); ETH Zurich (2022); Wuhan University (2021); Beijing University of Technology (2006); Northwest University (2023); Guilin University of Technology (2013–2019); University at Albany, State University of New York (2023–2025); Yanshan University (2016–2021); Central China Normal University (2017); Nanjing University of Posts and Telecommunications (2015–2016); Affiliated Hospital of Southwest Medical University (2023); Shenzhen Metro (China) (2024); Kootenay Association for Science & Technology (2017); Morgantown High School (2018–2020); Inception Institute of Artificial Intelligence (2020); Taishan University (2023); Chengdu University (2024); Vision Technology (United States) (2019); Guangdong University of Petrochemical Technology (2023); Tianma Microelectronics (China) (2025); Digital Video (Italy) (2003); Wuhu Hit Robot Technology Research Institute (2010); Wenzhou Polytechnic (2015); Ministry of Education (2025); Institute of Mechanics (2012–2019); Criminal Investigation Police University of China (2024); University of Chinese Academy of Sciences (2019); State Key Laboratory of Robotics (2010); State Key Laboratory of Virtual Reality Technology and Systems (2011); Huazhong University of Science and Technology (2020); Chongqing Three Gorges University (2025); Shaanxi University of Science and Technology (2025); Arizona State University (2022); Southwest Minzu University (2015); East China Normal University (2005–2020); King Abdullah University of Science and Technology (2017); Beijing Information Science & Technology University (2022); Shandong University of Science and Technology (2019); Beihang University (2011); Jinzhou Medical University (2021); Indiana State University (2023); Universidad del Noreste (2025); Guangzhou Medical University (2023); Northeastern University (2024); Baidu (China) (2019–2024); Nanjing University of Aeronautics and Astronautics (2023); Tsinghua University (2004)
Faculty Researcher
Upstream record may be merged OpenAlex, the source of these figures, lists 92 institutions in 10 countries for this author record — a pattern that usually means it combines several researchers with similar names. The totals above may include work by other people.
Research Areas
Biomedical Subjects
Biography and Research Information
OverviewAI-generated summary
Xin Li's research focuses on the application of advanced computational methods, particularly deep learning and neural networks, to analyze complex biological and imaging data. His work investigates the encoding of facial features by individual neurons in the human amygdala and hippocampus, contributing to our understanding of neural processing in these critical brain regions. Li has published extensively on topics including hyperspectral image super-resolution and fusion, self-supervised learning for point cloud analysis, and robust action recognition using transformer architectures. He also explores the use of AI tools, such as ChatGPT, to enhance bioinformatics education.
With a substantial publication record of 361 papers and over 9,900 citations, Li is recognized as a highly cited researcher. His current research group at the University of Arkansas at Fayetteville collaborates with colleagues such as Ky Luu and Thanh-Dat Truong. His expertise spans areas like medical imaging, machine learning, and neuroscience, supported by his significant scholarly impact and ongoing research activities.
Metrics
- h-index: 39
- Publications: 361
- Citations: 9,919
Selected Publications
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SoGAR: Self-Supervised Spatiotemporal Attention-Based Social Group Activity Recognition (2025)
Collaboration Network
Top Collaborators
- Model-Guided Deep Hyperspectral Image Super-Resolution
- Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization
- Self-supervised Non-uniform Kernel Estimation with Flow-based Motion Prior for Blind Image Deblurring
- Robust Depth Completion with Uncertainty-Driven Loss Functions
- Deep Maximum a Posterior Estimator for Video Denoising
Showing 5 of 10 shared publications
- Encoding of facial features by single neurons in the human amygdala and hippocampus
- Discriminative Few Shot Learning of Facial Dynamics in Interview Videos for Autism Trait Classification
- Review: Posed vs. Genuine Facial Emotion Recognition and Expression in Autism and Implications for Intervention
- A neuronal social trait space for first impressions in the human amygdala and hippocampus
- Face identity coding in the deep neural network and primate brain
Showing 5 of 10 shared publications
- Model-Guided Deep Hyperspectral Image Super-Resolution
- Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization
- Self-supervised Non-uniform Kernel Estimation with Flow-based Motion Prior for Blind Image Deblurring
- Deep Maximum a Posterior Estimator for Video Denoising
- Deep Unfolding Network for Efficient Mixed Video Noise Removal
Showing 5 of 9 shared publications
- Model-Guided Deep Hyperspectral Image Super-Resolution
- Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization
- Self-supervised Non-uniform Kernel Estimation with Flow-based Motion Prior for Blind Image Deblurring
- Robust Depth Completion with Uncertainty-Driven Loss Functions
- Deep Maximum a Posterior Estimator for Video Denoising
Showing 5 of 7 shared publications
- Encoding of facial features by single neurons in the human amygdala and hippocampus
- A neuronal social trait space for first impressions in the human amygdala and hippocampus
- Face identity coding in the deep neural network and primate brain
- Neural mechanisms of face familiarity and learning in the human amygdala and hippocampus
- Comprehensive Social Trait Judgments From Faces in Autism Spectrum Disorder
Showing 5 of 6 shared publications
- Fine-grained classification of drug trafficking based on Instagram hashtags
- Identifying Illicit Drug Dealers on Instagram with Large-scale Multimodal Data Fusion
- Face spoofing detection under super-realistic 3D wax face attacks
- Video-based Contrastive Learning on Decision Trees: from Action Recognition to Autism Diagnosis
- A saliency-guided street view image inpainting framework for efficient last-meters wayfinding
- Model-Guided Deep Hyperspectral Image Super-Resolution
- Self-supervised Non-uniform Kernel Estimation with Flow-based Motion Prior for Blind Image Deblurring
- Deep Unfolding Network for Efficient Mixed Video Noise Removal
- Spatially Varying Prior Learning for Blind Hyperspectral Image Fusion
- Uncertainty-Driven Knowledge Distillation for Language Model Compression
- Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization
- Robust Depth Completion with Uncertainty-Driven Loss Functions
- Deep Maximum a Posterior Estimator for Video Denoising
- Adaptive Search-and-Training for Robust and Efficient Network Pruning
- Uncertainty Learning in Kernel Estimation for Multi-stage Blind Image Super-Resolution
- Encoding of facial features by single neurons in the human amygdala and hippocampus
- A neuronal social trait space for first impressions in the human amygdala and hippocampus
- Face identity coding in the deep neural network and primate brain
- Neural mechanisms of face familiarity and learning in the human amygdala and hippocampus
- A neuronal code for object representation and memory in the human amygdala and hippocampus
- Towards Bidirectional Arbitrary Image Rescaling: Joint Optimization and Cycle Idempotence
- RRSR:Reciprocal Reference-Based Image Super-Resolution with Progressive Feature Alignment and Selection
- Toward Interactive Self-Supervised Denoising
- AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
- AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
- NTIRE 2021 Challenge on Video Super-Resolution
- AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
- AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
- Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning
- Point Cloud Attacks in Graph Spectral Domain: When 3D Geometry Meets Graph Signal Processing
- Robust Geometry-Dependent Attack for 3D Point Clouds
- Discriminative Few Shot Learning of Facial Dynamics in Interview Videos for Autism Trait Classification
- Video-based Contrastive Learning on Decision Trees: from Action Recognition to Autism Diagnosis
- Comprehensive Social Trait Judgments From Faces in Autism Spectrum Disorder
- Toward Interactive Self-Supervised Denoising
- AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
- AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
- Face spoofing detection under super-realistic 3D wax face attacks
- A saliency-guided street view image inpainting framework for efficient last-meters wayfinding
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