Di Huang (黄 迪) Ph.D., Professor, IEEE Senior Member and CCF/CAAI Distinguished Member Intelligent Recognition and Image Processing Lab School of Computer Science and Engineering Beihang University (formerly known as Beijing University of Aeronautics and Astronautics, BUAA) Address: Room G906, New Main Building, No.37, Xueyuan Road, Haidian District, Beijing, China, 100191 Tel.: +86-10-82316379; Email: dhuang (at) buaa (dot) edu (dot) cn [Work Experience][Education][Research Interests][Publications][Projects][Professional Activities][Teaching][Honors and Awards][Hobbies] Homepage

News [More]

Our paper, titled “Generalizing 6-DoF Grasp Detection via Domain Prior Knowledge” is accepted by IEEE Conference on Computer Vision and Pattern Recognition, 2024 (27 Feb. 2024).

Our paper, titled “InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization” is accepted by IEEE Conference on Computer Vision and Pattern Recognition, 2024 (27 Feb. 2024).

Our paper, titled “Sim-to-Real Grasp Detection with Global-to-Local RGB-D Adaptation” is accepted by IEEE International Conference on Robotics and Automation, 2024 (29 Jan. 2024).

Our paper, titled “Rotation Has Two Sides: Evaluating Data Augmentation for Deep One-class Classification” is accepted for Spotlight presentation by International Conference on Learning Representations, 2024 (16 Jan. 2024).

Our paper, titled “DrFER: Learning Disentangled Representations for 3D Facial Expression Recognition” is accepted by IEEE International Conference on Automatic Face and Gesture Recognition, 2024 (14 Dec. 2023).

Work Experience

• 2020.12~Present, Professor, Intelligent Recognition and Image Processing Lab (IRIP), School of Computer Science and Engineering (SCSE), Beihang University (BUAA).
• 2019.01~2019.02, Visiting Scholar, Département Mathématiques Informatique (MI), Ecole Centrale de Lyon (ECL).
• 2017.01~2017.02, Visiting Scholar, Département Mathématiques Informatique (MI), Ecole Centrale de Lyon (ECL).
• 2015.08~2020.11, Associate Professor, Intelligent Recognition and Image Processing Lab (IRIP), School of Computer Science and Engineering (SCSE), Beihang University (BUAA).
• 2014.09~2015.01, Visiting Scholar, Department of Computer and Information Science (CIS), Faculty of Science and Technology (FST), University of Macau (UM).
• 2014.01~2014.04, Visiting Scholar, Biometrics Research Centre (BRC), Department of Computing (COMP), Hong Kong Polytechnic University (PolyU).
• 2011.12~2015.07, Assistant Professor, Intelligent Recognition and Image Processing Lab (IRIP), School of Computer Science and Engineering (SCSE), Beihang University (BUAA).

Education

• 2008~2011, Ph.D. in Département Mathématiques Informatique (Department of Mathematics and Computer Science), Ecole Centrale de Lyon, Lyon, France.
• 2005~2008, M.S. in School of Computer Science and Engineering, Beihang University, Beijing, China.
• 2001~2005, B.S. in School of Computer Science and Engineering, Beihang University, Beijing, China.

Research Interests

Computer Vision; Pattern Recognition; Representation Learning; Biometrics; etc.

Selected Publications [Google Scholar]

Books/Book Chapters:

• D. Huang and H. Yang: 3D Face Recognition, Chapter in Handbook of Face Recognition, Stan Z. Li, Anil K. Jain, and Jiankang Deng (Eds.), Springer, ISBN: 978-3-031-43567-6, Dec. 2023.
• M. Ardabilian, P. Szeptycki, D. Huang, and L. Chen: 3D Face Recognition, Chapter in Signal and Image Processing for Biometrics, Amine Naït-Ali and Régis Fournier (Eds.), ISTE Wiley, ISBN: 978-1-84821-385-2, Jun. 2012.

Preprints:

• Z. Cai, S. Liu, G. Wang, Z. Ge, X. Zhang, and D. Huang: Align-DETR: Improving DETR with Simple IoU-aware BCE loss, arXiv preprint arXiv: 2304.07527, 2023.
• S. Liu, D. Huang, and Y. Wang: Learning Spatial Fusion for Single-Shot Object Detection, arXiv preprint arXiv:1911.09516, 2019.

Online and Accepted Papers:

• H. Ma, M. Shi, B. Gao, and D. Huang: Generalizing 6-DoF Grasp Detection via Domain Prior Knowledge, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
• X. Guo, J. Liu, M. Cui, J. Li, H. Yang, and D. Huang: InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
• H. Ma, R. Qin, M. Shi, B. Gao, D. Huang: Sim-to-Real Grasp Detection with Global-to-Local RGB-D Adaptation, IEEE International Conference on Robotics and Automation (ICRA), 2024.
• G. Wang, Y. Wang, X. Bao, and D. Huang: Rotation Has Two Sides: Evaluating Data Augmentation for Deep One-class Classification, International Conference on Learning Representations (ICLR), 2024 (Spotlight).
• H. Li, H. Yang, and D. Huang: DrFER: Learning Disentangled Representations for 3D Facial Expression Recognition, IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2024.

Journal Papers:

• C. Li, X. Li, X. Wang, D. Huang, Z. Liu, and L. Liao: FG-AGR: Fine-Grained Associative Graph Representation for Facial Expression Recognition in the Wild, IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT), 34(2): 882-896, 2024.
• L. Kong, W. Zhou, D. Pei, Z. He, and D. Huang: Group Activity Representation Learning with Long-Short States Predictive Transformer, IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT), 33(12): 7267-7281, 2023.
• D. Pei, D. Huang, L. Kong, and Y. Wang: Key Role Guided Transformer for Group Activity Recognition, IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT), 33(12): 7803-7818, 2023.
• X. Wang, Y. Wang, W. Li, Z. Du, and D. Huang: Facial Expression Animation by Landmark Guided Residual Module, IEEE Transactions on Affective Computing (IEEE-TAC), 14(2): 878-894, 2023.
• H. Wang, R. Yang, D. Huang, and Y. Wang: iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization, IEEE Transactions on Neural Networks and Learning Systems (IEEE-TNNLS), 34(4): 1945-1957, 2023.
• X. Zhu, C. Yu, D. Huang, H. Wang, Z. Lei, and S. Z. Li: Beyond 3DMM: Learning to Capture High-fidelity 3D Face Shape, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE-TPAMI), 45(2): 1442-1457, 2023.
• L. Kong, D. Pei, R. He, D. Huang, and Y. Wang: Spatio-Temporal Player Relation Modeling for Tactic Recognition in Sports Videos, IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT), 32(9): 6086-6099, 2022.
• R. Qin, Q. Liu, G. Gao, D. Huang, and Y. Wang: MRDet: A Multihead Network for Accurate Rotated Object Detection in Aerial Images, IEEE Transactions on Geoscience and Remote Sensing (IEEE-TGRS), 60: 1-12 (5608412), 2022.
• Z. Du, S. Wu, D. Huang, W. Li, and Y. Wang: Spatio-Temporal Encoder-Decoder Fully Convolutional Network for Video-based Dimensional Emotion Recognition, IEEE Transactions on Affective Computing (IEEE-TAC), 12(3): 565-578, 2021.
• W. Jia, W. Xia, B. Zhang, Y. Zhao, L. Fei, W. Kang, D. Huang, and G. Guo: A Survey on Dorsal Hand Vein Biometrics, Pattern Recognition (PR), 120: 108122, 2021.
• H. Yang, D. Huang, Y. Wang, and A. K. Jain: Learning Continuous Face Age Progression: A Pyramid of GANs, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE-TPAMI), 43(2): 499-515, 2021.
• L. Kong, D. Huang, and Y. Wang: Long-Term Action Dependence based Hierarchical Deep Association for Multi-Athlete Tracking in Sports Videos, IEEE Transactions on Image Processing (IEEE-TIP), 29: 7957-7969, 2020.
• S. Liu, D. Huang, and Y. Wang: Pay Attention to Them: Deep Reinforcement Learning based Cascade Object Detection, IEEE Transactions on Neural Networks and Learning Systems (IEEE-TNNLS), 31(7): 2544-2556, 2020.
• Y. Lv, L. Luo, D. Huang, Y. Wang, and L. Chen: Knowledge Transfer in Vision Recognition: A Survey, ACM Computing Surveys (ACM-CSUR), 53(2): 1-35, 2020.
• L. Kong, D. Huang, J. Qin, and Y. Wang: A Joint Framework for Athlete Tracking and Action Recognition in Sports Videos, IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT), 30(2): 532-548, 2020.
• L. Fei, B. Zhang, Y. Xu, D. Huang, W. Jia, and J. Wen: Local Discriminant Direction Binary Pattern for Palmprint Representation and Recognition, IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT), 30(2): 468-481, 2020.
• Q. Zhen, D. Huang, H. Drira, B. Ben Amor, Y. Wang, and M. Daoudi: Magnifying Subtle Facial Motions for Effective 4D Expression Recognition, IEEE Transactions on Affective Computing (IEEE-TAC), 10(4): 524-536, 2019.
• J. Sun, D. Huang, Y. Wang, and L. Chen: Expression Robust 3D Facial Landmarking via Progressive Coarse-to-Fine Tuning, ACM Transactions on Multimedia Computing, Communications, and Applications (ACM-TOMM), 15(1) 21: 1-21: 23, 2019.
• H. Wang, D. Huang, K. Jia, and Y. Wang: Hierarchical Image Segmentation Ensemble for Objectness in RGB-D Images, IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT), 29(1): 93-103, 2019.
• Y. Yao, D. Huang, X. Yang, Y. Wang, and L. Chen: Texture and Geometry Scattering Representation-based Facial Expression Recognition in 2D+3D Videos, ACM Transactions on Multimedia Computing Communications and Applications (ACM-TOMM), 14(1s) 18: 1-18: 23, 2018.
• Q. Zhen, D. Huang, Y. Wang, and L. Chen: Muscular Movement Model based Automatic 3D/4D Facial Expression Recognition, IEEE Transactions on Multimedia (IEEE-TMM), 18(7): 1438-1450, 2016.
• H. Yang, D. Huang, Y. Wang, H. Wang, and Y. Tang: Face Aging Effect Simulation using Hidden Factor Analysis Joint Sparse Representation, IEEE Transactions on Image Processing (IEEE-TIP), 25(6): 2493-2507, 2016.
• D. Huang, Y. Tang, Y. Wang, L. Chen, and Y. Wang: Hand-dorsa Vein Recognition by Matching Local Features of Multisource Keypoints, IEEE Transactions on Cybernetics (IEEE-TCYB), 45(9): 1823-1837, 2015.
• H. Li, D. Huang, J.-M. Morvan, Y. Wang, and L. Chen: Towards 3D Face Recognition in the Real: A Registration-Free Approach using Fine-Grained Matching of 3D Keypoint Descriptors, International Journal of Computer Vision (IJCV), 113(2): 128-142, 2015.
• D. Weng, Y. Wang, M. Gong, D. Tao, H. Wei, and D. Huang: DERF: Distinctive Efficient Robust Features from the Biological Modeling of the P Ganglion Cells. IEEE Transactions on Image Processing (IEEE-TIP), 24(8): 2287-2302, 2015. [Code]
• D. Huang, C. Zhu, Y. Wang, and L. Chen: HSOG: A Novel Local Image Descriptor based on Histograms of the Second Order Gradients, IEEE Transactions on Image Processing (IEEE-TIP), 23(11): 4680-4695, 2014. [Code]
• M. Hu, Y. Wang, Z. Zhang, J. J. Little, and D. Huang: View-Invariant Discriminative Projection for Multi-View Gait-based Human Identification, IEEE Transactions on Information Forensics and Security (IEEE-TIFS), 8(12): 2034-2045, 2013.
• P. Liu, Y. Wang, D. Huang, Z. Zhang, and L. Chen: Learning the Spherical Harmonic Features for 3-D Face Recognition, IEEE Transactions on Image Processing (IEEE-TIP), 22(3): 914-925, 2013.
• D. Huang, M. Ardabilian, Y. Wang, and L. Chen: 3-D Face Recognition using eLBP-based Facial Description and Local Feature Hybrid Matching, IEEE Transactions on Information Forensics and Security (IEEE-TIFS), 7(5): 1551-1565, 2012.
• D. Huang, C. Shan, M. Ardabilian, Y. Wang, and L. Chen: Local Binary Patterns and Its Application to Facial Image Analysis: A Survey, IEEE Transactions on Systems, Man, and Cybernetics, Part C (IEEE-TSMCC): Applications and Reviews, 41(6): 765-781, 2011. ESI-Highly Cited Paper as of March/April 2015

Conference Papers:

2023

• B. Li, J. Chen, X. Bao, and D. Huang: Compressed Video Prompt Tuning, Conference on Neural Information Processing Systems (NeurIPS), New Orleans, USA, 2023.
• L. Jiang, J. Chen, D. Huang, and Y. Wang: MIEP: Channel Pruning with Multi-granular Importance Estimation for Object Detection, ACM Multimedia Conference (MM), Ottawa, Canada, 2023.
• W. Xiang, H. Yang, D. Huang, and Y. Wang: Denoising Diffusion Autoencoders are Unified Self-supervised Learners, IEEE International Conference on Computer Vision (ICCV), Paris, France, 2023 (Oral).
• N. Zhou, J. Chen, and D. Huang: DR-Tune: Improving Fine-tuning of Pretrained Visual Models by Distribution Regularization with Semantic Calibration, IEEE International Conference on Computer Vision (ICCV), Paris, France, 2023.
• G. Wang, Y. Wang, J. Qin, D. Zhang, X. Bao, and D. Huang: Unilaterally Aggregated Contrastive Learning with Hierarchical Augmentation for Anomaly Detection, IEEE International Conference on Computer Vision (ICCV), Paris, France, 2023.
• B. Du, Y. Huang, J. Chen, and D. Huang: Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone Images, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
• C. Zhou, Y. Zhang, J. Chen, and D. Huang: OcTr: Octree-based Transformer for 3D Object Detection, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
• M. Zheng, H. Zhang, H. Yang, and D. Huang: NeuFace: Realistic 3D Neural Face Rendering from Multi-view Images, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
• R. Qin, H. Ma, B. Gao, and D. Huang: RGB-D Grasp Detection via Depth Guided Learning with Cross-modal Attention, IEEE International Conference on Robotics and Automation (ICRA), London, UK, 2023.
• K. Li, H. Yang, B. Chen, P. Li, B. Wang, and D. Huang: Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing, AAAI Conference on Artificial Intelligence (AAAI), Washington D. C., USA, 2023.
• X. Yin, D. Huang, Z. Fu, Y. Wang, and L. Chen: Segmentation-Reconstruction-Guided Facial Image De-occlusion, IEEE International Conference on Automatic Face and Gesture Recognition (FG), Hawaii, USA, 2023.
• X. Yin, D. Huang, Z. Fu, Y. Wang, and L. Chen: Weakly-Supervised Photo-realistic Texture Generation for 3D Face Reconstruction, IEEE International Conference on Automatic Face and Gesture Recognition (FG), Hawaii, USA, 2023.

2022

• H. Ma and D. Huang: Towards Scale Balanced 6-DoF Grasp Detection in Cluttered Scenes, Conference on Robot Learning (CoRL), Auckland, New Zealand, 2022.
• G. Wang, Y. Wang, J. Qin, D. Zhang, X. Bao, and D. Huang: Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles, European Conference on Computer Vision (ECCV), Tel-Aviv, Israel, 2022.
• J. Ni, N. Zhou, J. Qin, Q. Wu, J. Liu, B. Li, and D. Huang: Motion Sensitive Contrastive Learning for Self-supervised Video Representation, European Conference on Computer Vision (ECCV), Tel-Aviv, Israel, 2022.
• W. Xiang, H. Yang, D. Huang, and Y. Wang: Multi-view Gait Video Synthesis, ACM Multimedia Conference (MM), Lisbon, Portugal, 2022.
• X. Yin, D. Huang, and L. Chen: Non-Deterministic Face Mask Removal based on 3D Priors, IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 2022.
• B. Li, J. Chen, D. Zhang, X. Bao, and D. Huang: Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion Enhancement, International Joint Conference on Artificial Intelligence (IJCAI), Vienna, Austria, 2022.
• Y. Zhang, J. Chen, and D. Huang: CAT-Det: Contrastively Augmented Transformer for Multi-modal 3D Object Detection, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, 2022.
• J. Wu, J. Chen, M. He, Y. Wang, B. Li, B. Ma, W. Gan, W. Wu, Y. Wang, and D. Huang: Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, 2022 (Oral).
• J. Wu, J. Chen, and D. Huang: Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, 2022.
• M. Zheng, H. Yang, D. Huang, and L. Chen: ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, 2022.
• B. Lei, X. Guo, H. Yang, M. Cui, X. Xie, and D. Huang: ABPN: Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Photo, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, 2022.
• Y. Huang, J. Chen, and D. Huang: UFPMP-Det: Toward Accurate and Efficient Object Detection on Drone Imagery, AAAI Conference on Artificial Intelligence (AAAI), Virtual, 2022.
• Z. Yang, J. Qin, and D. Huang: ACGNet: Action Complement Graph Network for Weakly-supervised Temporal Action Localization, AAAI Conference on Artificial Intelligence (AAAI), Virtual, 2022.

2021

• X. Wang, W. Li, and D. Huang: Expression-Latent-Space-guided GAN for Facial Expression Animation based on Discrete Labels, IEEE International Conference on Automatic Face and Gesture Recognition (FG), Jodhpur, India (Virtual), 2021.
• G. Wang, S. Han, E. Ding, and D. Huang: Student-Teacher Feature Pyramid Matching for Unsupervised Anomaly Detection, British Machine Vision Conference (BMVC), UK (Virtual), 2021.
• H. Ma, H. Yang, and D. Huang: Boundary Guided Context Aggregation for Semantic Segmentation, British Machine Vision Conference (BMVC), UK (Virtual), 2021.
• G. Zhou, H. Wang, J. Chen, and D. Huang: PR-GCN: A Deep Graph Convolutional Network with Point Refinement for 6D Pose Estimation, IEEE International Conference on Computer Vision (ICCV), Montreal, Canada (Virtual), 2021.
• X. Guo, H. Yang, and D. Huang: Image Inpainting via Conditional Texture and Structure Dual Generation, IEEE International Conference on Computer Vision (ICCV), Montreal, Canada (Virtual), 2021.
• J. Ni, J. Qin, and D. Huang: Identity-aware Graph Memory Network for Action Detection, ACM Multimedia Conference (MM), Chengdu, China, 2021.
• M. Qi, J. Qin, D. Huang, Z. Shen, Y. Yang, and J. Luo: Latent Memory-augmented Graph Transformer for Visual Storytelling, ACM Multimedia Conference (MM), Chengdu, China, 2021.
• Y. Wang, Y. Zheng, B. Gao, and D. Huang: Double-Dot Network for Antipodal Grasp Detection, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Prague, Czech Republic, 2021.
• G. Mu, D. Huang, W. Li, G. Hu, and Y. Wang: Refining Single Low-Quality Facial Depth Map by Lightweight and Efficient Deep Model, IEEE International Joint Conference on Biometrics (IJCB), Shenzhen, China (Virtual), 2021.
• Z. Yang, D. Huang, J. Qin, and Y. Wang: Human-aware Coarse-to-Fine Online Action Detection, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada (Virtual), 2021.
• Y. Zhang, D. Huang, and Y. Wang: PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection, AAAI Conference on Artificial Intelligence (AAAI), Virtual, 2021.

2020

• B. Li, L. Kong, D. Zhang, X. Bao, D. Huang, and Y. Wang: Towards Practical Compressed Video Action Recognition: A Temporal Enhanced Multi-Stream Network, IEEE International Conference on Pattern Recognition (ICPR), Milan, Italy (Virtual), 2020.
• S. Chen, W. Li, H. Yang, D. Huang, and Y. Wang: 3D Face Mask Anti-spoofing via Deep Fusion of Dynamic Texture and Shape Clues, IEEE International Conference on Automatic Face and Gesture Recognition (FG), Buenos Aires, Argentina (Virtual), 2020.
• M. Qi, J. Qin, X. Zhen, D. Huang, Y. Yang, and J. Luo: Few-Shot Ensemble Learning for Video Classification with SlowFast Memory Networks, ACM Multimedia Conference (MM), Seattle, USA (Virtual), 2020.
• X. Yin, D. Huang, H. Yang, Z. Fu, Y. Wang, and L. Chen: Pixel Sampling for Style Preserving Face Pose Editing, IEEE International Joint Conference on Biometrics (IJCB), Houston, USA (Virtual), 2020.
• K. Zhu, Y. Wang, H. Yang, D. Huang, and L. Chen: Intensity Enhancement via GAN for Multimodal Facial Expression Recognition, IEEE International Conference on Image Processing (ICIP), Abu Dhabi, UAE (Virtual), 2020.
• J. Wu, S. Liu, D. Huang, and Y. Wang: Multi-Scale Positive Sample Refinement for Few-Shot Object Detection, European Conference on Computer Vision (ECCV), Glasgow, UK (Virtual), 2020.
• X. Zhu, F. Yang, D. Huang, C. Yu, H. Wang, J. Guo, Z. Lei, and S. Z. Li: Beyond 3DMM Space: Towards Fine-grained 3D Face Reconstruction, European Conference on Computer Vision (ECCV), Glasgow, UK (Virtual), 2020.
• Y. Zheng, D. Huang, S. Liu, and Y. Wang: Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA (Virtual), 2020.
• M. Wu, D. Huang, Y. Guo, and Y. Wang: Distraction-Aware Feature Learning for Human Attribute Recognition via Coarse-to-Fine Attention Mechanism, AAAI Conference on Artificial Intelligence (AAAI), New York, USA, 2020 (Oral).

2019

• M. Jia, H. Yang, D. Huang, and Y. Wang: Attacking Gait Recognition Systems via Silhouette Guided GANs, ACM Multimedia Conference (MM), Nice, France, 2019 (Oral).
• L. Gao, D. Huang, Y. Guo, and Y. Wang: Pedestrian Attribute Recognition via Hierarchical Multi-task Learning and Correlation Attention, ACM Multimedia Conference (MM), Nice, France, 2019.
• S. Wu, Z. Du, W. Li, D. Huang, and Y. Wang: Continuous Emotion Recognition in Videos by Fusing Facial Expression, Head Pose and Eye Gaze, ACM International Conference on Multimodal Interaction (ICMI), Suzhou, China, 2019.
• G. Mu, D. Huang, G. Hu, J. Sun, and Y. Wang: Led3D: A Lightweight and Efficient Deep Approach to Recognizing Low-quality 3D Faces, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, USA, 2019. [Database]
• S. Liu, D. Huang, and Y. Wang: Adaptive NMS: Refining Pedestrian Detection in a Crowd, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, USA, 2019 (Oral).
• Y. Zheng, D. Huang, W. Li, S. Wang, and Y. Wang: 2D-3D Heterogeneous Face Recognition based on Deep Coupled Spectral Regression, IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG), Long Beach, USA, 2019.
• Z. Du, W. Li, D. Huang, and Y. Wang: Encoding Visual Behaviors with Attentive Temporal Convolution for Depression Prediction, IEEE International Conference on Automatic Face and Gesture Recognition (FG), Lille, France, 2019.
• K. Zhu, Z. Du, W. Li, D. Huang, Y. Wang, and L. Chen: Discriminative Attention-based Convolutional Neural Network for 3D Facial Expression Recognition, IEEE International Conference on Automatic Face and Gesture Recognition (FG), Lille, France, 2019.

2018

• Z. Du, W. Li, D. Huang, and Y. Wang: Bipolar Disorder Recognition via Multi-scale Discriminative Audio Temporal Representation, ACM Multimedia Conference (MM) Workshop: Audio/Visual Emotion Challenge (AVEC), Seoul, Korea, 2018.
• Z. Chen, D. Huang, Y. Wang, and L. Chen: Fast and Light Manifold CNN based 3D Facial Expression Recognition across Pose Variations, ACM Multimedia Conference (MM), Seoul, Korea, 2018.
• L. Gao, W. Li, Z. Huang, D. Huang, and Y. Wang: Automatic Facial Attractiveness Prediction by Deep Multi-Task Learning, IEEE/IAPR International Conference on Pattern Recognition (ICPR), Beijing, China, 2018.
• S. Liu, D. Huang, and Y. Wang: Receptive Field Block Net for Accurate and Fast Object Detection, European Conference on Computer Vision (ECCV), Munich, Germany, 2018. [Code]
• H. Yang, D. Huang, Y. Wang, and A. K. Jain: Learning Face Age Progression: A Pyramid Architecture of GANs, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, USA, 2018 (Oral). [Code]
• X. Wang, W. Li, G. Mu, D. Huang, and Y. Wang: Facial Expression Synthesis by U-Net Conditional Generative Adversarial Networks, ACM International Conference on Multimedia Retrieval (ICMR), Yokohama, Japan, 2018.
• W. Li, D. Huang, H. Li, and Y. Wang: Automatic 4D Facial Expression Recognition using Dynamic Geometrical Image Network, IEEE International Conference on Automatic Face and Gesture Recognition (FG), Xi’an, China, 2018.
• L. Kong, J. Qin, D. Huang, Y. Wang, and L. Van Gool: Hierarchical Attention and Context Modeling for Group Activity Recognition, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, Canada, 2018.
• P. Wu, D. Huang, and Y. Wang: REVT: Robust and Efficient Visual Tracking by Region-Convolutional Regression Network, International Conference on MultiMedia Modeling (MMM), Bangkok, Thailand, 2018.

2017

• S. Wang, D. Huang, Y. Wang, and Y. Tang: 2D-3D Heterogeneous Face Recognition based on Deep Canonical Correlation Analysis, Chinese Conference on Biometric Recognition (CCBR), Shenzhen, China, 2017 (Best Student Paper Award).
• C. T. Madongo, D. Huang, and J. Chen: Person Re-identification by Integrating Static Texture and Shape Cues, Chinese Conference on Biometric Recognition (CCBR), Shenzhen, China, 2017 (Best Poster Paper Award).
• Y. Xia, D. Huang, and Y. Wang: Detecting Smiles of Young Children via Deep Transfer Learning, IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG), Venice, Italy, 2017 (Best Paper Award).
• Q. Chen, Y. Wang, Z. Liu, Q. Liu, and D. Huang: Feature Map Pooling for Cross-view Gait Recognition based on Silhouette Sequence Images, IEEE/IAPR International Joint Conference on Biometrics (IJCB), Denver, USA, 2017.

2016

• Q. Zhen, D. Huang, Y. Wang, H. Drira, B. Ben Amor, and M. Daoudi: Magnifying Subtle Facial Motions for 4D Expression Recognition, IEEE/IAPR International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 2016.
• X. Ma, D. Huang, Y. Wang, and Y. Wang: Cost-sensitive Two-stage Depression Prediction using Dynamic Visual Clues, Asian Conference on Computer Vision (ACCV), Taipei, Taiwan, 2016.
• X. Ma, H. Yang, Q. Chen, D. Huang, and Y. Wang: DepAudioNet: An Efficient Deep Model for Audio based Depression Classification, ACM Multimedia Conference (MM) Workshop: Audio/Visual Emotion Challenge (AVEC), Amsterdam, Netherlands, 2016.
• J. Guo, J. Xu, S. Liu, D. Huang, and Y. Wang: Occlusion-robust Face Detection using Shallow and Deep Proposal based Faster R-CNN, Chinese Conference on Biometric Recognition (CCBR), Chengdu, China, 2016 (Best Paper Award, 1 out of 138 Submissions).
• X. Li, D. Huang, R. Zhang, Y. Wang, and X. Xie: Hand Dorsal Vein Recognition by Matching Width Skeleton Models, IEEE International Conference on Image Processing (ICIP), Phoenix, USA, 2016.
• R. Zhang, D. Huang, and Y. Wang: Textured Detailed Graph Model for Dorsal Hand Vein Recognition: A Holistic Approach, IEEE International Conference on Biometrics (ICB), Halmstad, Sweden, 2016 (Best Poster Paper Award).
• J. Zhang, D. Huang, Y. Wang, and J. Sun: Lock3DFace: A Large-Scale Database of Low-Cost Kinect 3D Faces, IEEE International Conference on Biometrics (ICB), Halmstad, Sweden, 2016.
• J. Lu, D. Huang, Y. Wang, and L. Kong: Scaling and Occlusion Robust Athlete Tracking in Sports Videos, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, 2016.

2015

• R. Zhang, D. Huang, Y. Wang, and Y. Wang: Improving Feature based Dorsal Hand Vein Recognition through Random Keypoint Generation and Fine-Grained Matching, IEEE International Conference on Biometrics (ICB), Phuket, Thailand, 2015.
• W. Zhang, X. Zhao, D. Huang, J.-M. Morvan, Y. Wang, and L. Chen: Illumination-Normalized Face Recognition using Chromaticity Intrinsic Image, IEEE International Conference on Biometrics (ICB), Phuket, Thailand, 2015.
• Y. Tang, X. Sun, D. Huang, J.-M. Morvan, Y. Wang, and L. Chen: 3D Face Recognition with Asymptotic Cones based Principal Curvatures, IEEE International Conference on Biometrics (ICB), Phuket, Thailand, 2015.
• X. Yang, D. Huang, Y. Wang, and L. Chen: Automatic 3D Facial Expression Recognition using Geometric Scattering Representation, IEEE International Conference on Automatic Face and Gesture Recognition (FG), Ljubljana, Slovenia, 2015.
• Q. Zhen, D. Huang, Y. Wang, and L. Chen: Muscular Movement Model based Automatic 3D Facial Expression Recognition, International Conference on MultiMedia Modeling (MMM), Sydney, Australia, 2015.

2014

• D. Huang, J. Sun, X. Yang, D. Weng, and Y. Wang: 3D Face Analysis: Advances and Perspectives, Chinese Conference on Biometric Recognition (CCBR), Shenyang, China, 2014 (Invited Paper).
• H. Yang, D. Huang, and Y. Wang: Age Invariant Face Recognition based on Texture Embedded Discriminative Graph Model, IEEE/IAPR International Joint Conference on Biometrics (IJCB), Florida, USA, 2014 (Best Reviewed Paper).
• J. Sun, D. Huang, Y. Wang, and L. Chen: A Coarse-to-Fine Approach to Robust 3D Facial Landmarking via Curvature Analysis and Active Normal Model, IEEE/IAPR International Joint Conference on Biometrics (IJCB), Florida, USA, 2014.
• X. Sun, D. Huang, Y. Wang, and J. Qin: Action Recognition based on Kinematic Representation of Video Data, IEEE International Conference on Image Processing (ICIP), Paris, France, 2014.
• W. Zhang, D. Huang, D. Samaras, J.-M. Morvan, Y. Wang, and L. Chen: 3D Assisted Face Recognition via Progressive Pose Estimation, IEEE International Conference on Image Processing (ICIP), Paris, France, 2014.

2013

• H. Wei, Q. Liu, Y. Wang, C. Zhu, and D. Huang: Texture Classification via Local Feature Representation of Multi-Order Gradients, Pacific-Rim Conference on Multimedia (PCM), Nanjing, China, 2013.
• D. Weng, Y. Wang, H. Wei, and D. Huang: A Wavelet Model of Ganglion Cells Array and Its Application in Image Representation, Pacific-Rim Conference on Multimedia (PCM), Nanjing, China, 2013.
• X. Zhu, D. Huang, and Y. Wang: Hand Dorsal Vein Recognition based on Shape Representation of the Venous Network, Pacific-Rim Conference on Multimedia (PCM), Nanjing, China, 2013.
• H. Meng*, D. Huang*, H. Wang, H. Yang, M. Al-Shuraifi, and Y. Wang: Depression Recognition based on Dynamic Facial and Vocal Expression Features using Partial Least Square Regression, ACM Multimedia Conference (MM) Workshop: Audio/Visual Emotion Challenge (AVEC), Barcelona, Spain, 2013 (* indicates equal contribution, awarded the best entry for the Affect Recognition Sub-Challenge and ranked the second place for the Depression Recognition Sub-Challenge).
• B. Xia, B. Ben Amor, D. Huang, M. Daoudi, Y. Wang, and H. Drira: Enhancing Gender Classification by Combining 3D and 2D Face Modalities, European Signal Processing Conference (EUSIPCO), Marrakech, Morocco, 2013.
• D. Huang, C. Zhu, C.-E. Bichot, Y. Wang, and L. Chen: HSOG: A Novel Local Descriptor based on Histograms of Second Order Gradients for Object Categorization, ACM International Conference on Multimedia Retrieval (ICMR), Dallas, Texas, USA, 2013.
• X. Zhao, W. Zhang, G. Evangelopoulos, D. Huang, S. Shah, Y. Wang, I. Kakadiaris, and L. Chen: Benchmarking Asymmetric 3D-2D Face Recognition Systems, IEEE International Conference on Automatic Face and Gesture Recognition (FG) Workshop: 3D Face Biometrics, Shanghai, China, 2013.
• H. Ding, D. Huang, Y. Wang, and L. Chen: Facial Ethnicity Classification based on Boosted Local Texture and Shape Descriptions, IEEE International Conference on Automatic Face and Gesture Recognition (FG) Workshop: 3D Face Biometrics, Shanghai, China, 2013.

2012

• D. Huang, Y. Tang, Y. Wang, L. Chen, and Y. Wang: Hand Vein Recognition based on Oriented Gradient Maps and Local Feature Matching, Asian Conference on Computer Vision (ACCV), Daejeon, Korea, 2012.
• C. Li, B. Ma, Y. Wang, D. Huang, and Z. Zhang: A Secure Semi-Fragile Self-Recoverable Watermarking Algorithm using Group-based Wavelet Quantization, Pacific-Rim Conference on Multimedia (PCM), Singapore, 2012.
• B. Ma, Y. Wang, C. Li, Z. Zhang, and D. Huang: A Robust Watermarking Scheme based on Dual Quantization of Wavelet Significant Difference, Pacific-Rim Conference on Multimedia (PCM), Singapore, 2012.
• H. Li, L. Chen, D. Huang, Y. Wang, and J.-M. Morvan: 3D Facial Expression Recognition Via Multiple Kernel Learning of Multi-Scale Local Normal Patterns, IEEE/IAPR International Conference on Pattern Recognition (ICPR), Tsukuba, Japan, 2012.
• Y. Tang, D. Huang, and Y. Wang: Hand-Dorsa Vein Recognition based on Multi-Level Keypoint Detection and Local Feature Matching, IEEE/IAPR International Conference on Pattern Recognition (ICPR), Tsukuba, Japan, 2012.
• C. Wang, D. Huang, Y. Wang, and G. Zhang: Facial Image-based Gender Classification Using Local Circular Patterns, IEEE/IAPR International Conference on Pattern Recognition (ICPR), Tsukuba, Japan, 2012.
• B. Ma, C. Li, Y. Wang, Z. Zhang, and D. Huang: Enhancing Biometric Security with Wavelet Quantization Watermarking based Two-Stage Multimodal Authentication, IEEE/IAPR International Conference on Pattern Recognition (ICPR), Tsukuba, Japan, 2012.
• H. Li, D. Huang, L. Chen, Y. Wang, and J.-M. Morvan: A Group of Facial Normal Descriptors for Recognizing 3D Identical Twins, IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), Washington D. C., USA, 2012.
• G. Gou, D. Huang, and Y. Wang: A Novel Video Face Clustering Algorithm based on Divide and Conquer Strategy, Pacific Rim International Conference on Artificial Intelligence (PRICAI), Kuching, Sarawak, Malaysia, 2012.
• G. Gou, D. Huang, and Y. Wang: A Hybrid Local Feature for Face Recognition, Pacific Rim International Conference on Artificial Intelligence (PRICAI), Kuching, Sarawak, Malaysia, 2012.
• W. Ben Soltana, M. Ardabilian, P. Lemaire, D. Huang, P. Szeptycki, L. Chen, N. Erdogmus, L. Daniel, J.-L. Dugelay, B. Ben Amor, H. Drira, M. Daoudi, and J. Colineau: 3D Face Recognition: A Robust Multi-Matcher Approach to Data Degradations, IEEE International Conference on Biometrics (ICB), New Delhi, India, 2012.
• D. Huang, M. Ardabilian, Y. Wang, and L. Chen: Oriented Gradient Maps based Automatic Asymmetric 3D-2D Face Recognition, IEEE International Conference on Biometrics (ICB), New Delhi, India, 2012.
• P. Liu, Y. Wang, D. Huang, and Z. Zhang: Recognizing Occluded 3D Faces using An Efficient ICP Variant, IEEE International Conference on Multimedia and Expo (ICME), Melbourne, Australia, 2012.

2011

• D. Huang, M. Ardabilian, Y. Wang, and L. Chen: A Novel Geometric Facial Representation based on Multi-Scale Extended Local Binary Patterns, IEEE International Conference on Automatic Face and Gesture Recognition (FG), Santa Barbara, CA, USA, 2011.
• D. Huang, W. Ben Soltana, M. Ardabilian, Y. Wang, and L. Chen: Textured 3D Face Recognition using Biological Vision-based Facial Representation and Optimized Weighted Sum Fusion, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Biometrics, Colorado Spring, USA, 2011.
• D. Huang, K. Ouji, M. Ardabilian, Y. Wang, and L. Chen: 3D Face Recognition based on Local Shape Patterns and Sparse Representation Classifier, International Conference on MultiMedia Modeling (MMM), Taipei, Taiwan, 2011.
• H. Li, D. Huang, J.-M. Morvan, and L. Chen: Learning Weighted Sparse Representation of Encoded Facial Normal Information for Expression-Robust 3D Face Recognition, IEEE International Joint Conference on Biometrics (IJCB), Washington D. C., USA, 2011.
• V. Vijayan, K. Bowyer, P. Flynn, D. Huang, L. Chen, M. Hansen, S. Shah, O. Ocegueda, and I. Kakadiaris: Twins 3D Face Recognition Challenge, IEEE International Joint Conference on Biometrics (IJCB), Washington D. C., USA, 2011 (Best Reviewed Paper).
• W. Ben Soltana, D. Huang, M. Ardabilian, L. Chen, and C. Ben Amar: A Mixture of Gated Experts Optimized using Simulated Annealing for 3D Face Recognition, IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, 2011.
• H. Li, D. Huang, P. Lemaire, J.-M. Morvan, and L. Chen: Expression Robust 3D Face Recognition via Mesh-based Histograms of Multiple Order Surface Differential Quantities, IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, 2011.

2010 and Before

• D. Huang, G. Zhang, M. Ardabilian, Y. Wang, and L. Chen: 3D Face Recognition using Distinctiveness Enhanced Facial Representation and Local Feature Hybrid Matching, IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), Washington D. C., USA, 2010.
• D. Huang, M. Ardabilian, Y. Wang, and L. Chen: Automatic Asymmetric 3D-2D Face Recognition, IEEE/IAPR International Conference on Pattern Recognition (ICPR), Istanbul, Turkey, 2010.
• X. Zhao, D. Huang, E. Dellandréa, and L. Chen: Automatic 3D Facial Expression Recognition based on A Bayesian Belief Net and A Statistical Facial Feature Model, IEEE/IAPR International Conference on Pattern Recognition (ICPR), Istanbul, Turkey, 2010.
• W. Ben Soltana, D. Huang, M. Ardabilian, L. Chen, and C. Ben Amar: Comparison of 2D/3D Features and Their Adaptive Score Level Fusion for 3D Face Recognition, International Symposium on 3D Data Processing, Visualization, and Transmission (3DPVT), Paris, France, 2010.
• D. Huang, M. Ardabilian, Y. Wang, and L. Chen: Asymmetric 3D/2D Face Recognition based on LBP Facial Representation and Canonical Correlation Analysis, IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, 2009.
• D. Huang, Y. Wang, and Y. Wang: A Robust Method for Near Infrared Face Recognition based on Extended Local Binary Pattern. International Symposium on Visual Computing (ISVC), Lake Tahoe, NV, USA, 2007.

Projects

Principal Investigator:

• 01/2022~12/2025 Reliable 3D Face Perception in Practical Scenarios, supported by National Natural Science Foundation of China (NSFC).
• 01/2021~12/2023 Visual Pattern Representation, supported by National Natural Science Foundation of China (NSFC).
• 01/2021~12/2022 Synthesis of Images with Multiple Objects, supported by Research Program of State Key Laboratory of Software Development Environment (NLSDE).
• 01/2019~12/2020 Deep Learning based Object Detection in Surveillance Videos, supported by Research Program of State Key Laboratory of Software Development Environment (NLSDE).
• 01/2017~12/2020 Homogeneous and Heterogeneous 3D Face Recognition in Unconstrained Conditions, supported by National Natural Science Foundation of China (NSFC).
• 05/2017~04/2018 Automatic Mental Disorder Prediction through Joint Deep Analysis of Visual, Vocal, and Textual Data, supported by Microsoft Research Asia (MSRA).
• 01/2017~12/2018 Deep Learning based Multi-modal Affect Analysis in Videos, supported by Research Program of State Key Laboratory of Software Development Environment (NLSDE).
• 01/2016~12/2016 Real-world Automatic 3D Face Recognition, supported by National Natural Science Foundation of China (NSFC).
• 01/2015~12/2016 Automatic Person Identification using Hand Vein Patterns, supported by Research Program of State Key Laboratory of Software Development Environment (NLSDE).
• 01/2014~06/2016 Hand Vein Recognition based on Multi-Level and Multi-Modal Modeling, supported by Beijing Natural Science Foundation.
• 01/2013~12/2015 3D Facial Expression Recognition based on Muscular Movement Model, supported by National Natural Science Foundation of China (NSFC).
• 01/2013~12/2015 3D Facial Expression Recognition based on Muscle Region Segmentation and Hierarchical Shape Description, supported by New Teachers' Fund for Doctor Stations of Chinese Ministry of Education (MOE).
• 01/2013~12/2014 Hierarchical Automatic 3D Facial Landmarking, supported by Research Program of State Key Laboratory of Software Development Environment (NLSDE).
• 01/2014~12/2014 Motion Analysis Tool for High-Level Beach Volleyball Players via Sport Video Understanding, supported by National Team Research Projects of Chinese General Administration of Sport.
• 01/2014~12/2014 Affective Video Understanding by Combining Facial, Visual and Audio Modalities, supported by Sino-French LIA2MCIS Laboratory.
• 01/2012~12/2014 Demographical Attribute Classification via 3D Faces, supported by Talent Group Building Program of the National 985 Project of China.
• 03/2012~12/2012 3D Facial Expression Analysis and Its Application to Medical Diagnosis, supported by Fundamental Research Funds for the Central Universities of China.

Key Participant:

• 10/2019~10/2022 Theories and Methods of Multi-modal Heterogeneous Crowd Intelligence Incentive and Convergence, supported by National Key Research and Development Program.
• 07/2016~06/2019 Scene-aware Object Description and Recognition in Videos, supported by National Key Research and Development Program.
• 01/2010~12/2014 Hierarchical Computational Theory and Model of Digital Media, supported by National Basic Research Program of China (973 Program).
• 01/2011~12/2013 3D Face Analyzer, jointly supported by National Natural Science Foundation of China (NSFC) and French National Research Agency (ANR).
• 01/2011~12/2012 3D Face Interpreter, supported by Sino-French LIA2MCIS Laboratory.
• 01/2008~12/2011 Face Analysis and Recognition 3D (FAR3D), supported by French National Research Agency (ANR).
• 01/2005~12/2007 Face Recognition based on the Fusion of 2D and 3D Information, supported by National Natural Science Foundation of China (NSFC).

Professional Activities

Talk:

• Keynote, “Object Detection on Drone Imagery”, at the Forum of Object Detection and Tracking in the 19th CSIG Young Scientist Conference, Guangzhou, China, 2023.
• Keynote, “Faked Face Detection in the Physical and Digital Domain”, at the Forum of Biometric Security and Privacy in the 17th Chinese Conference on Biometric Recognition (CCBR), Xuzhou, China, 2023.
• Keynote, “Face Anti-spoofing and Face Forgery Detection”, at the Workshop of Human Centered Media Computing in the 6th Chinese Conference on Pattern Recognition and Computer Vision (PRCV), Xiamen, China, 2023.
• Keynote, “Face Anti-spoofing against Physical and Digital Attacks”, at the Workshop of Biometrics Recognition in the 12th International Conference on Image and Graphics (ICIG), Nanjing, China, 2023.
• Keynote, “Multi-modal Visual Perception”, at the Forum of Cross-modal Interactive Cognition in the 2nd Chinese Congress on Image and Graphics (CCIG), Suzhou, China, 2023.
• Keynote, “Multi-modal Emotion Analysis”, at the Tutorial of Face Analysis beyond Recognition in the 5th IEEE International Joint Conference on Biometrics (IJCB), Shenzhen, China, 2021.
• Keynote, “Visual Pattern Representation: Methodology and Application”, at the Forum for Excellent Young AI Scholars in the 17th China National Computer Congress (CNCC), Beijing, China, 2020.
• Keynote, “3D Face Understanding”, at the Forum of Advanced Face Analysis in the 2nd Chinese Conference on Pattern Recognition and Computer Vision (PRCV), Xi’an, China, 2019.
• Keynote, “3D Facial Expression Recognition: Advances and Challenges”, at the 2nd IEEE International Workshop on Faces in Multimedia (FacesMM) in conjunction with the 20th IEEE International Conference on Multimedia and Expo (ICME), Shanghai, China, 2019.
• Keynote, “3D Face Analysis: Methodology and Application”, at the 9th Chinese Conference on Biometric Recognition (CCBR), Shenyang, China, 2014.
• Keynote, “Advances and Challenges in 3D Face Recognition”, at the 8th Chinese Conference on Biometric Recognition (CCBR), Jinan, China, 2013.

Chair and PC Member:

• TPC Member of the 17th Asian Conference on Computer Vision (ACCV), Hanoi, Vietnam, 2024.
• TPC Member of the 18th European Conference on Computer Vision (ECCV), Milan, Italy, 2024.
• TPC Member of the 33rd International Joint Conference on Artificial Intelligence (IJCAI), Jeju, Korea, 2024.
• TPC Member of the 41st International Conference on Machine Learning (ICML), Vienna, Austria, 2024.
• TPC Member of the 14th ACM International Conference on Multimedia Retrieval (ICMR), Phuket, Thailand, 2024.
• Area Chair of the 27th IEEE International Conference on Pattern Recognition (ICPR), Kolkata, India, 2024.
• TPC Member of the 12th International Conference on Learning Representations (ICLR), Vienna, Austria, 2024.
• TPC Member of the 38th AAAI Conference on Artificial Intelligence (AAAI), Vancouver, Canada, 2024.
• Area Chair of the 42nd IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, 2024.
• Area Chair of the 24th IEEE Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, 2024.
• TPC Member of the 17th Chinese Conference on Biometric Recognition (CCBR), Xuzhou, China, 2023.
• Area Chair of the 31st ACM Multimedia Conference (MM), Ottawa, Canada, 2023.
• TPC Member of the 37th Conference on Neural Information Processing Systems (NeurIPS), New Orleans, USA, 2023.
• Area Chair of the 3rd CAAI International Conference on Artificial Intelligence (CICAI), Fuzhou, China, 2023.
• Senior PC Member of the 11th International Conference on Affective Computing & Intelligent Interaction (ACII), Cambridge, USA, 2023.
• TPC Member of the 6th China Computer Federation Conference on Artificial Intelligence (CCFAI), Urumqi, China, 2023.
• Area Chair of the 7th IEEE International Joint Conference on Biometrics (IJCB), Ljubljana, Slovenia, 2023.
• TPC Member of the 19th IEEE International Conference on Computer Vision (ICCV), Paris, France, 2023.
• TPC Member of the 40th International Conference on Machine Learning (ICML), Hawaii, USA, 2023.
• TPC Member of the 32nd International Joint Conference on Artificial Intelligence (IJCAI), Cape Town, South Africa, 2023.
• TPC Member of the 30th IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, 2023.
• TPC Member of the 13th ACM International Conference on Multimedia Retrieval (ICMR), Thessaloniki, Greece, 2023.
• TPC Member of the 41st IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.
• TPC Member of the 37th AAAI Conference on Artificial Intelligence (AAAI), Washington D. C., USA, 2023.
• TPC Member of the 11th International Conference on Learning Representations (ICLR), Kigali, Rwanda, 2023.
• Publicity Chair of the 17th IEEE International Conference on Automatic Face and Gesture Recognition (FG), Hawaii, USA, 2023.
• TPC Member of the 36th Conference on Neural Information Processing Systems (NeurIPS), New Orleans, USA, 2022.
• TPC Member of the 6th IEEE International Joint Conference on Biometrics (IJCB), Abu Dhabi, UAE, 2022.
• Senior PC Member of the 10th International Conference on Affective Computing & Intelligent Interaction (ACII), Nara, Japan, 2022.
• TPC Member of the 12th ACM International Conference on Multimedia Retrieval (ICMR), Newark, USA, 2022.
• TPC Member of the 29th IEEE International Conference on Image Processing (ICIP), Bordeaux, France, 2022.
• Area Chair of the 17th European Conference on Computer Vision (ECCV), Tel-Aviv, Israel, 2022.
• Workshop Chair of the 9th China Conference on Data Mining (CCDM), Guilin, China, 2022.
• Program Chair of the 16th Chinese Conference on Biometric Recognition (CCBR), Beijing, China, 2022.
• Competition Chair of the 5th Chinese Conference on Pattern Recognition and Computer Vision (PRCV), Shenzhen, China, 2022.
• Area Chair of the 30th ACM Multimedia Conference (MM), Lisbon, Portugal, 2022.
• TPC Member of the 26th IEEE International Conference on Pattern Recognition (ICPR), Montreal, Canada, 2022.
• TPC Member of the 31st International Joint Conference on Artificial Intelligence (IJCAI), Vienna, Austria, 2022.
• TPC Member of the 39th International Conference on Machine Learning (ICML), Baltimore, USA, 2022.
• Area Chair of the 40th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, 2022.
• TPC Member of the 47th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Singapore, 2022.
• Area Chair of the 2nd CAAI International Conference on Artificial Intelligence (CICAI), Beijing, China, 2022.
• TPC Member of the 10th International Conference on Learning Representations (ICLR), Virtual, 2022.
• TPC Member of the 36th AAAI Conference on Artificial Intelligence (AAAI), Vancouver, Canada, 2022.
• TPC Member of the 22nd IEEE Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, 2022.
• TPC Member of the 35th Conference on Neural Information Processing Systems (NeurIPS), Virtual, 2021.
• TPC Member of the 32nd British Machine Vision Conference (BMVC), Virtual, 2021.
• TPC Member of the 4th Chinese Conference on Pattern Recognition and Computer Vision (PRCV), Beijing, China, 2021.
• Area Chair of the 29th ACM Multimedia Conference (MM), Chengdu, China, 2021.
• Senior PC Member of the 23rd ACM International Conference on Multimodal Interaction (ICMI), Montreal, Canada, 2021.
• TPC Member of the 18th IEEE International Conference on Computer Vision (ICCV), Montreal, Canada, 2021.
• Senior PC Member of the 9th International Conference on Affective Computing and Intelligent Interaction (ACII), Virtual, 2021.
• TPC Member of the 5th China Computer Federation Conference on Artificial Intelligence (CCFAI), Yantai, China, 2021.
• Session Chair of the 34th IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Prague, Czech Republic, 2021.
• TPC Member of the 15th Chinese Conference on Biometric Recognition (CCBR), Shanghai, China, 2021.
• Senior PC Member of the 30th International Joint Conference on Artificial Intelligence (IJCAI), Montreal, Canada, 2021.
• TPC Member of the 11th ACM International Conference on Multimedia Retrieval (ICMR), Taipei, China, 2021.
• Area Chair of the 5th IEEE International Joint Conference on Biometrics (IJCB), Shenzhen, China, 2021.
• Area Chair of the 11th International Conference on Image and Graphics (ICIG), Haikou, China, 2021.
• TPC Member of the 39th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Virtual, 2021.
• TPC Member of the 46th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, 2021.
• Area Chair of the 1st CAAI International Conference on Artificial Intelligence (CICAI), Hangzhou, China, 2021.
• TPC Member of the 35th AAAI Conference on Artificial Intelligence (AAAI), Virtual, 2021.
• TPC Member of the 21st IEEE Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, 2021.
• Organizer of the International Workshop on 3D Human Understanding (3DHU), in conjunction with ICPR, Milan, Italy, 2020.
• Area Chair of the 25th IEEE International Conference on Pattern Recognition (ICPR), Milan, Italy, 2020.
• TPC Member of the 34th Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2020.
• TPC Member of the 15th Asian Conference on Computer Vision (ACCV), Kyoto, Japan, 2020.
• Organizer of the 3rd International Workshop on Face and Gesture Analysis for Health Informatics (FGAHI), in conjunction with ICMI, Utrecht, Netherlands, 2020.
• TPC Member of the 3rd Chinese Conference on Pattern Recognition and Computer Vision (PRCV), Nanjing, China, 2020.
• Area Chair of the 28th ACM Multimedia Conference (MM), Seattle, USA, 2020.
• Publicity Chair and TPC member of the 4th IEEE International Joint Conference on Biometrics (IJCB), Houston, USA, 2020.
• TPC Member of the 16th European Conference on Computer Vision (ECCV), Glasgow, UK, 2020.
• TPC Member of the 38th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, 2020.
• TPC Member of the 45th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 2020.
• TPC Member of the 34th AAAI Conference on Artificial Intelligence (AAAI), New York, USA, 2020.
• TPC Member of the 20th IEEE Winter Conference on Applications of Computer Vision (WACV), Colorado, USA, 2020.
• TPC Member of the 32th IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Macau, China, 2019.
• Program Chair of the 8th International Workshop on Representation, Analysis and Recognition of Shape and Motion FroM Imaging Data (RFMI), Hammamet, Tunisia, 2019.
• TPC Member of the 17th IEEE International Conference on Computer Vision (ICCV), Seoul, Korea, 2019.
• Area Chair of the 27th ACM Multimedia Conference (MM), Nice, France, 2019.
• MC Member of the 9th International Conference on Intelligence Science and Big Data Engineering (IScIDE), Nanjing, China, 2019.
• TPC Member of the 14th Chinese Conference on Biometric Recognition (CCBR), Zhuzhou, China, 2019.
• Senior PC Member of the 8th International Conference on Affective Computing and Intelligent Interaction (ACII), Cambridge, UK, 2019.
• TPC Member of the 4th China Computer Federation Conference on Artificial Intelligence (CCFAI), Xuzhou, China, 2019.
• Organizer of the 2nd International Workshop on Face and Gesture Analysis for Health Informatics (FGAHI), in conjunction with CVPR, Long Beach, USA, 2019.
• TPC Member of the ChaLearn Looking at People Series: Face Spoofing Attack Workshop and Competition, in conjunction with CVPR, Long Beach, USA, 2019.
• TPC Member of the 37th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, USA, 2019.
• Publicity Chair of the 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG), Lille, France, 2019.
• TPC Member of the 44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, 2019.
• TPC Member of the 33rd AAAI Conference on Artificial Intelligence (AAAI), Hawaii, USA, 2019.
• TPC Member of the 19th IEEE Winter Conference on Applications of Computer Vision (WACV), Hawaii, USA, 2019.
• TPC Member of the 24th IEEE International Conference on Pattern Recognition (ICPR), Beijing, China, 2018.
• TPC Member of the 9th IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), Los Angeles, USA, 2018.
• TPC Member of the 2nd International Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision (CEFRL), in conjunction with ECCV, Munich, Germany, 2018.
• TPC Member of the 15th Pacific Rim International Conference on Artificial Intelligence (PRICAI), Nanjing, China, 2018.
• TPC Member of the 4th IEEE International Conference on Multimedia Big Data (BigMM), Xi’an, China.
• TPC Member of the 8th IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG), in conjunction with CVPR, Salt Lake City, USA, 2018.
• TPC Member of the 26th ACM Multimedia Conference (MM), Seoul, Korea, 2018.
• Poster Chair and MC Member of the 8th International Conference on Intelligence Science and Big Data Engineering (IScIDE), Lanzhou, China, 2018.
• TPC Member of the 13th Chinese Conference on Biometric Recognition (CCBR), Urumqi, China, 2018.
• Organizer of the 1st International Workshop on Face and Gesture Analysis for Health Informatics (FGAHI), in conjunction with FG, Xi’an, China, 2018.
• TPC Member of the 11th IEEE/IAPR International Conference on Biometrics (ICB), Queensland, Australia, 2018.
• TPC Member of the 4th IEEE International Conference on Identity, Security and Behavior Analysis (ISBA), Singapore, 2018.
• TPC Member of the 7th IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG), in conjunction with ICCV, Venice, Italy, 2017.
• TPC Member of the 1st International Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision (CEFRL), in conjunction with ICCV, Venice, Italy, 2017.
• TPC Member of the Workshop of Recognizing Families In the Wild Data Challenge (RFIW), in conjunction with ACM MM, Mountain View, USA, 2017.
• TPC Member of the 3rd IEEE International Joint Conference on Biometrics (IJCB), Denvor, USA, 2017.
• MC Member of the 7th International Conference on Intelligence Science and Big Data Engineering (IScIDE), Dalian, China, 2017.
• TPC Member of the 12th Chinese Conference on Biometric Recognition (CCBR), Shenzhen, China, 2017.
• TPC Member of the 2nd Conference on Computer Vision (CCCV), Tianjin, China, 2017.
• TPC Member of the 3rd China Computer Federation Conference on Artificial Intelligence (CCFAI), Kunming, China, 2017.
• TPC Member of the 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, USA, 2017.
• Publication Chair of the 11th Chinese Conference on Biometric Recognition (CCBR), Chengdu, China, 2016.
• TPC Member of the 23rd IEEE International Conference on Pattern Recognition (ICPR), Cancun, Mexico, 2016.
• TPC Member of the 8th IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), Buffalo, USA, 2016.
• TPC Member of the 9th IEEE/IAPR International Conference on Biometrics (ICB), Halmstad, Sweden, 2016.
• TPC Member of the 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Shanghai, China, 2016.
• TPC Member of the 10th Chinese Conference on Biometric Recognition (CCBR), Tianjin, China, 2015.
• TPC Member of the 7th IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), Arlington, USA, 2015.
• TPC Member of the 40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brisbane, Australia, 2015.
• TPC Member of the 39th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, 2014.
• TPC Member of the 22nd IEEE International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, 2014.
• TPC Member of the 10th IEEE International Conference on Automatic Face and Gesture Recognition (FG) Workshop, 3D Face Biometrics (3DFB), Shanghai, China, 2013.
• Local Chair of the 1st China Computer Federation Conference on Artificial Intelligence (CCFAI), Beijing, China, 2013.

Editor:

• Guest Editor of ACM Transactions on Multimedia Computing, Communications, and Applications (ACM-TOMM) Special Issue on Face Analysis for Applications.
• Young Associate Editor of Frontiers of Computer Science (FCS).

Reviewer:

• IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE-TPAMI).
• IEEE Transactions on Information Forensics and Security (IEEE-TIFS).
• IEEE Transactions on Image Processing (IEEE-TIP).
• IEEE Transactions on Neural Networks and Learning Systems (IEEE-TNNLS).
• IEEE Transactions on Systems, Man, and Cybernetics: Systems, formerly named IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans (IEEE-TSMCA).
• IEEE Transactions on Cybernetics (IEEE-TCYB), formerly named IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics (IEEE-TSMCB).
• IEEE Transactions on Human-Machine Systems (IEEE-THMS), formerly named IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews (IEEE-TSMCC).
• IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT).
• IEEE Transactions on Multimedia (IEEE-TMM).
• IEEE Transactions on Affective Computing (IEEE-TAC).
• IEEE Transactions on Emerging Topics in Computational Intelligence (IEEE-TETCI).
• IEEE Transactions on Instrumentation and Measurement (IEEE-TIM).
• IEEE Transactions on Intelligent Transportation Systems (IEEE-TITS).
• ACM Transactions on Multimedia Computing Communications and Applications (ACM-TOMM).
• International Journal of Computer Vision (IJCV).
• International Journal of Image and Graphics (IJIG).
• International Journal of Robotics and Automation (IJRA).
• Computer Vision and Image Understanding (CVIU).
• Information Fusion (INFFUS).
• Image and Vision Computing (IVC).
• Neurocomputing (NEUCOM).
• Pattern Recognition (PR)
• Pattern Recognition Letters (PRL).

Teaching

• Machine Learning, Undergraduates, BUAA-HC, Spring Semester (2024)
• Machine Learning, Undergraduates, BUAA-SCSE, Fall Semester (2016-2023)
• Intelligent Computing, Undergraduates, BUAA-SCSE, Fall Semester (2016-2021)
• Methodology of Computer Science, Undergraduates, BUAA-SCSE, Spring Semester (2020-2024)
• Artificial Intelligence, Undergraduates, BUAA, Spring Semester (2021-2022)
• Machine Learning, Graduates, BUAA-SCSE, Fall Semester (2015-2023)
• Scientific Writing and Presentation, Graduates, BUAA-SCSE, Spring and Fall Semester (2022-2024)
• Computer Vision, Graduates, BUAA-IS, Spring Semester (2013-2018)
• Scientific Writing, Graduates, BUAA-IS, Spring Semester (2013-2024)

Honors and Awards

• 2024 Excellent Supervisor Award of Master Thesis in Beihang University (Master Student: B. Du)
• 2023 Outstanding Reviewer at IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
• 2023 Excellent Supervisor Award of Master Thesis in Beihang University (Master Student: K. Li)
• 2022 Winner of the OCRTOC track in Robotic Grasping and Manipulation Competitions (RGMC) at ICRA (with H. Ma, R. Qin, B. Du, J. Dai, and B. Gao)
• 2022 Excellent Supervisor Award of Master Thesis in Beihang University (Master Student: J. Huang)
• 2022 Excellent Supervisor Award of Master Thesis in Beihang University (Master Student: J. Yang)
• 2022 Excellent Supervisor Award of Master Thesis in Beihang University (Master Student: J. Wu)
• 2021 Best Reviewer at Chinese Conference on Biometric Recognition
• 2020 Excellent Supervisor Award of Master Thesis in Beihang University (Master Student: G. Mu)
• 2020 Excellent Supervisor Award of Master Thesis in Beihang University (Master Student: M. Wu)
• 2019 Distinguished Contribution Award at China Association of Artificial Intelligence (CAAI)
• 2017 Excellent Young Associate Editor Award of Frontiers of Computer Science
• 2017 Best Student Paper Award at Chinese Conference on Biometric Recognition (with S. Wang, Y. Wang, and Y. Tang)
• 2017 Best Poster Paper Award at Chinese Conference on Biometric Recognition (with C. T. Madongo and J. Chen)
• 2017 Best Paper Award at IEEE International Workshop on Analysis and Modeling of Faces and Gestures (with Y. Xia and Y. Wang)
• 2016 Best Paper Award at Chinese Conference on Biometric Recognition (with J. Guo, J. Xu, S. Liu, and Y. Wang)
• 2016 Best Poster Paper Award at IEEE/IAPR International Conference on Biometrics (with R. Zhang and Y. Wang)
• 2013 Best Entry Award for the Affect Recognition Sub-Challenge (ASC) of AVEC at ACM Multimedia Conference (with H. Meng, H. Wang, H. Yang, M. Al-Shuraifi, and Y. Wang)
• 2011 Lantian Talent Award in Beihang University
• 2008 Excellent Master Thesis Award in Beihang University
• 2008 Excellent Master Graduate Award in Beihang University
• 2007 Tansuo Award in Beihang University

Non-Academic Hobbies

Racing sports; Traveling; Photography; etc.