Hu Han
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Associate Professor, Professor
Also affiliated: Kunming University of Science and Technology (2025); New Jersey Institute of Technology (2021–2022); Beijing Institute of Technology (2019–2026); University of Science and Technology of China (2023); Microsoft (United States) (2019–2023); Nanjing Normal University (2026); North China Electric Power University (2018–2019); Linyi University (2015–2026); Chongqing University (2026); National University of Defense Technology (2022–2024); Northwestern Polytechnical University (2008); Yangtze University (2022–2025); Zunyi Medical University (2026); Chinese Academy of Sciences (2008–2026); Peking University (2020–2023); Beijing Electronic Science and Technology Institute (2023); Tencent (China) (2026); Dalian University of Technology (2013); Lanzhou Jiaotong University (2018–2019); Institute of Computing Technology (2008–2026); Jingdong (China) (2020); Institute of Electronics (2023); Microsoft Research Asia (China) (2017–2023); Chinese University of Hong Kong, Shenzhen (2024); Second Affiliated Hospital of Xi'an Jiaotong University (2026); Xi'an University of Technology (2014); Peng Cheng Laboratory (2018–2023); Women's Hospital, School of Medicine, Zhejiang University (2019); Northwest Institute of Nuclear Technology (2024); China University of Petroleum, East China (2024); University of Chinese Academy of Sciences (2010–2026); Institute of Soil Science (2024–2025); Key Laboratory of Drilling and Production Engineering for Oil and Gas, Hubei Province (2025); State Key Laboratory of Soil and Sustainable Agriculture (2024–2025); State Key Laboratory of Intelligent Technology and Systems (2010–2013); State Key Laboratory of Heavy Oil (2024); State Key Laboratory of Tribology (2026); Wuhan University of Science and Technology (2010–2021); Lanzhou Institute of Arid Meteorology (2013); Qingdao University of Technology (2023–2024); Huazhong University of Science and Technology (2022); Southwest Jiaotong University (2022–2025); Jiangxi University of Finance and Economics (2022); Zhejiang University (2019); University of Glasgow (2022); Shandong University of Science and Technology (2006–2008); Ludwig-Maximilians-Universität München (2021); Michigan State University (2012–2015); Xi'an Jiaotong University (2025–2026); Baidu (China) (2014–2016); Tsinghua University (2010–2026)
Research Areas
Biomedical Subjects
Links
Biography and Research Information
OverviewAI-generated summary
Hu Han's research focuses on the application of machine learning and computer vision techniques to address challenges in various domains. His work includes developing algorithms for image processing and analysis, with a particular emphasis on facial recognition and related applications. Han has investigated methods for secure face unlock systems, exploring techniques to detect spoofing attempts using image distortion analysis. He has also contributed to the field of biometric security by studying demographic estimation from face images and evaluating human versus machine performance in these tasks.
Further research by Han extends into the area of physiological monitoring using non-invasive methods. He has developed deep learning models, such as RhythmNet, for end-to-end heart rate estimation from facial cues, leveraging spatial-temporal representations. His work also encompasses the optimization of computational hardware for machine learning tasks, including the synthesis of automated systolic array architectures for efficient convolutional neural network inference on FPGAs. Han's publication record demonstrates a consistent engagement with advanced computational methods and their practical implementations.
Metrics
- h-index: 48
- Publications: 276
- Citations: 10,563
Positions
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Associate Professor, Professor 2015–presentInstitute of Computing Technology Chinese Academy of Sciences ORCID
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Associate Professor, Professor publications 2024–2026University of Arkansas at Fayetteville ORCID
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Visiting Researcher 2015Google Inc ORCID
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Research Associate 2011–2015Michigan State University ORCID
Selected Publications
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Investigation of subsurface damage mechanism in monocrystalline silicon induced by diamond nanowire cutting based on molecular dynamics simulation (2026)
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Distillation-SAM: Knowledge Distillation-Based Auto-Prompt Embedding Learning for Surgical Image Segmentation (2026)
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Hyper-RAG: combating LLM hallucinations using hypergraph-driven retrieval-augmented generation (2026)
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Dual-beam facilitated oxygen manipulation in hard carbon for improved sodium storage (2025)
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ULBP2 CAR-T cells enhance gastric cancer immunotherapy by inhibiting CAF activation (2025)
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Viral Diversity Mediates Carbon Allocation for Ecosystem Multifunctionality Across Biomes (2025)
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Establishment of a novel alloxan‐induced rabbit model exhibiting unique diabetic retinal neuropathy features assessed via ERG + VEP (2025)
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Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation (2025)
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DeepMIM: Deep Supervision for Masked Image Modeling (2025)
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Productivity Evaluation Modeling by Numerical Simulation for Shale Gas with Variable Dynamic Viscosity in Fractured Horizontal Wells (2025)
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Natural Adversarial Mask for Face Identity Protection in Physical World (2024)
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A multifunctional metal-based nanozyme for CT/PTI-guided photothermal/starvation/chemodynamic therapy against colon tumor (2024)
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Generalizable Remote Physiological Measurement via Semantic-Sheltered Alignment and Plausible Style Randomization (2024)
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Dual-Stage Analysis Combining Structural Equation Modeling and Machine Learning for Low-Carbon Travel Intention of Urban Residents (2024)
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Reducing the uncertainty in estimating soil microbial-derived carbon storage (2024)
Collaboration Network
Top Collaborators
- RhythmNet: End-to-End Heart Rate Estimation From Face via Spatial-Temporal Representation
- Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach
- Mean-Variance Loss for Deep Age Estimation from a Face
- Video-Based Remote Physiological Measurement via Cross-Verified Feature Disentangling
- VIPL-HR: A Multi-modal Database for Pulse Estimation from Less-Constrained Face Video
Showing 5 of 54 shared publications
- RhythmNet: End-to-End Heart Rate Estimation From Face via Spatial-Temporal Representation
- Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach
- Mean-Variance Loss for Deep Age Estimation from a Face
- VIPL-HR: A Multi-modal Database for Pulse Estimation from Less-Constrained Face Video
- Cross-Domain Face Presentation Attack Detection via Multi-Domain Disentangled Representation Learning
Showing 5 of 47 shared publications
- Face Spoof Detection With Image Distortion Analysis
- Secure Face Unlock: Spoof Detection on Smartphones
- Demographic Estimation from Face Images: Human vs. Machine Performance
- Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach
- Age estimation from face images: Human vs. machine performance
Showing 5 of 19 shared publications
- RhythmNet: End-to-End Heart Rate Estimation From Face via Spatial-Temporal Representation
- Video-Based Remote Physiological Measurement via Cross-Verified Feature Disentangling
- VIPL-HR: A Multi-modal Database for Pulse Estimation from Less-Constrained Face Video
- SynRhythm: Learning a Deep Heart Rate Estimator from General to Specific
- Local Relationship Learning With Person-Specific Shape Regularization for Facial Action Unit Detection
Showing 5 of 14 shared publications
- Dual-GAN: Joint BVP and Noise Modeling for Remote Physiological Measurement
- Deep learning to segment pelvic bones: large-scale CT datasets and baseline models
- 3D U$$^2$$-Net: A 3D Universal U-Net for Multi-domain Medical Image Segmentation
- High-Resolution Chest X-Ray Bone Suppression Using Unpaired CT Structural Priors
- Semi-Supervised Natural Face De-Occlusion
Showing 5 of 13 shared publications
- Robust Remote Heart Rate Estimation from Face Utilizing Spatial-temporal Attention
- Recent Advances in Biometric Technology for Mobile Devices
- BVPNet: Video-to-BVP Signal Prediction for Remote Heart Rate Estimation
- Improving Face Sketch Recognition via Adversarial Sketch-Photo Transformation
- The 1st Challenge on Remote Physiological Signal Sensing (RePSS)
Showing 5 of 7 shared publications
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning
- Dense RepPoints: Representing Visual Objects with Dense Point Sets
- Side Adapter Network for Open-Vocabulary Semantic Segmentation
- A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model
- Exploring Discrete Diffusion Models for Image Captioning
Showing 5 of 7 shared publications
- Aligning Pretraining for Detection via Object-Level Contrastive Learning
- Attentive Mask CLIP
- Side Adapter Network for Open-Vocabulary Semantic Segmentation
- A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model
- DeepMIM: Deep Supervision for Masked Image Modeling
Showing 5 of 6 shared publications
- SeqTrack: Sequence to Sequence Learning for Visual Object Tracking
- TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance
- Attentive Mask CLIP
- ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
- TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance
Showing 5 of 6 shared publications
- Cross-Domain Face Presentation Attack Detection via Multi-Domain Disentangled Representation Learning
- Unsupervised Adversarial Domain Adaptation for Cross-Domain Face Presentation Attack Detection
- Improving Cross-database Face Presentation Attack Detection via Adversarial Domain Adaptation
- Multi-Modal Face Presentation Attack Detection via Spatial and Channel Attentions
- Cross-domain Face Presentation Attack Detection via Multi-domain Disentangled Representation Learning
- Deep Metric Transfer for Label Propagation with Limited Annotated Data
- Aligning Pretraining for Detection via Object-Level Contrastive Learning
- Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning
- Dense RepPoints: Representing Visual Objects with Dense Point Sets
- ClipCrop: Conditioned Cropping Driven by Vision-Language Model
- Dual-GAN: Joint BVP and Noise Modeling for Remote Physiological Measurement
- NAS-HR: Neural architecture search for heart rate estimation from face videos
- The 1st Challenge on Remote Physiological Signal Sensing (RePSS)
- Generalizable Remote Physiological Measurement via Semantic-Sheltered Alignment and Plausible Style Randomization
- The 1st Challenge on Remote Physiological Signal Sensing (RePSS)
- ALGRNet: Multi-Relational Adaptive Facial Action Unit Modelling for Face Representation and Relevant Recognitions
- Local Global Relational Network for Facial Action Units Recognition
- Automatic Facial Paralysis Estimation with Facial Action Units
- MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Unit Detection
- MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Units Detection
- ALGRNet: Multi-Relational Adaptive Facial Action Unit Modelling for Face Representation and Relevant Recognitions
- Local Global Relational Network for Facial Action Units Recognition
- Automatic Facial Paralysis Estimation with Facial Action Units
- MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Unit Detection
- MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Units Detection
- Smooth Representation Clustering
- Exploiting Unsupervised and Supervised Constraints for Subspace Clustering
- Multi-Class Constrained Normalized Cut With Hard, Soft, Unary and Pairwise Priors and its Applications to Object Segmentation
- HTF: a novel feature for general crack detection
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