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Di
Huang (黄 迪) Ph.D., Professor, IEEE Senior Member and CCF/CAAI Distinguished
Member Address: Room G906, New Main Building, No.37, Xueyuan Road, Haidian
District, Beijing, China, 100191 [Work Experience][Education][Research Interests][Publications][Projects][Professional Activities][Teaching][Honors and Awards][Hobbies] |
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News [More] |
Our paper, titled “Reconstructing CLIP
for Open-Vocabulary Dense Perception” is accepted by IEEE/CVF Conference on Computer Vision and Pattern Recognition,
2026 (21 Feb. 2026).
Our paper, titled “Catalyst4D:
High-Fidelity 3D-to-4D Scene Editing via Dynamic Propagation” is accepted by IEEE/CVF Conference on Computer Vision and
Pattern Recognition, 2026 (21 Feb. 2026).
Our paper, titled “GraspLDP:
Towards Generalizable Grasping Policy via Latent Diffusion” is accepted by IEEE/CVF Conference on Computer Vision and
Pattern Recognition, 2026 (21 Feb. 2026).
Our paper, titled “CTCal:
Rethinking Text-to-Image Diffusion Models via Cross-Timestep Self-Calibration”
is accepted by IEEE/CVF Conference on
Computer Vision and Pattern Recognition, 2026 (21 Feb. 2026).
Our paper, titled “CoVFT:
Context-aware Visual Fine-tuning for Multimodal Large Language Models” is
accepted by IEEE/CVF Conference on Computer
Vision and Pattern Recognition, 2026 (21 Feb. 2026).
Our paper, titled “EgoMind:
Activating Spatial Cognition through Linguistic Reasoning in MLLMs” is accepted
by IEEE/CVF Conference on Computer Vision
and Pattern Recognition, 2026 (21 Feb. 2026).
Our paper, titled “TokenSplat:
Token-aligned 3D Gaussian Splatting for Feed-forward Pose-free Reconstruction”
is accepted by IEEE/CVF Conference on
Computer Vision and Pattern Recognition, 2026 (21 Feb. 2026).
Our proposal
for organizing FG 2027 is accepted, where I will serve as a Program Chair. It
is the first time that FG is hosted in Africa. Wish a big success for Marrakech
(12 Nov. 2025).
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Work
Experience |
- 2020.12~Present, Professor, Intelligent
Recognition and Image Processing Lab (IRIP), School of Computer Science
and Engineering (SCSE), Beihang University (BUAA).
- 2024.11~2024.12,
Visiting Scholar, Département Mathématiques Informatique (MI), Ecole Centrale de
Lyon (ECL).
- 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).
- 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.
Computer Vision; Biometrics; Generative AI; Embodied AI; etc.
- 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:
- 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:
- Y.
Liu, J. Zhang, Q. Liu, and D. Huang:
Reconstructing CLIP for Open-Vocabulary Dense Perception, IEEE/CVF
Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
- S. Chen,
Y. Li, J. Liao, H. Yang, and D.
Huang: High-Fidelity 3D-to-4D Scene Editing via Dynamic Propagation,
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
2026.
- E.
Xiang, H. Ma, X. Ma, Z. Liu, and D.
Huang: Towards Generalizable Grasping Policy via Latent Diffusion,
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
2026.
- X.
Guo, X. Ma, H. Zhang, and D. Huang:
CTCal: Rethinking Text-to-Image Diffusion Models
via Cross-Timestep Self-Calibration, IEEE/CVF Conference on Computer
Vision and Pattern Recognition (CVPR), 2026.
- N.
Zhou, H. Wang, Y. Zheng, and D.
Huang: CoVFT: Context-aware Visual
Fine-tuning for Multimodal Large Language Models, IEEE/CVF Conference on
Computer Vision and Pattern Recognition (CVPR), 2026.
- Z.
Chen, H. Wang, and D. Huang: EgoMind: Activating Spatial Cognition through
Linguistic Reasoning in MLLMs, IEEE/CVF Conference on Computer Vision and
Pattern Recognition (CVPR), 2026.
- Y. Li,
C. Lv, Z. Tang, H. Yang, and D. Huang: Token-aligned 3D
Gaussian Splatting for Feed-forward Pose-free Reconstruction, IEEE/CVF
Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
- Z. Liu, B. Fei, and D. Huang: PRO-MOF: Policy Optimization with Universal
Atomistic Models for Controllable MOF Generation, International Conference
on Learning Representations (ICLR), 2026.
- P. Hou, G. Li, Z. Cai, J. Zhang,
and D. Huang: AST-Adapter:
Parameter-Efficient Video-to-Video Transfer Learning with Adaptive Spatiotemporal
Information Bias, IEEE Transactions on Circuits and Systems for Video
Technology (IEEE-TCSVT).
- H. Li,
H. Yang, and D. Huang: CoupleFER: Dynamic Cross-Modal Fusion via Prompt
Learning for Improved 2D+3D FER, IEEE Transactions on Affective Computing
(IEEE-TAFFC), 16(4): 3154-3168, 2025.
- F. Wu,
Y. Xia, B. Ma, T. Hu, J. Yang, H. Li, and D. Huang: A Micro-Expression Recognition Network based on
Attention Mechanism and Motion Magnification, IEEE
Transactions on Affective Computing (IEEE-TAFFC), 16(3): 1379-1391, 2025.
- B. Li,
J. Chen, G. Li, D. Zhang, X. Bao, and D.
Huang: Cross-modal Contrastive Masked AutoEncoder
for Compressed Video Pre-training, IEEE Transactions on Image Processing
(IEEE-TIP), 34: 4500-4514, 2025.
- N.
Zhou, J. Chen, and D. Huang:
Sharing Task-relevant Information in Visual Prompt Tuning by Cross-layer
Dynamic Connection, IEEE Transactions on Image Processing (IEEE-TIP), 34:
4527-4540, 2025.
- L.
Ren, H. Wang, J. Dong, Z. Jia, S. Li, Y. Wang, Y. Laili,
D. Huang, L. Zhang, and B. Li:
Industrial Foundation Model, IEEE Transactions on Cybernetics (IEEE-TCYB),
55(5): 2286-2301, 2025.
- C. Li,
C. Cheng, M. Yu, Z. Liu, and D.
Huang: Joint Coarse to Fine-Grained Spatio-Temporal
Modeling for Video Action Recognition, IEEE Transactions on Biometrics,
Behavior, and Identity Science (IEEE-TBIOM), 7(3): 444-457, 2025.
- C. Li,
R. Ba, X. Wang, M. Yu, X. Li, and D.
Huang: Structure Representation with Adaptive and Compact Facial Graph
for Micro-Expression Recognition, IEEE Transactions on Biometrics,
Behavior, and Identity Science (IEEE-TBIOM), 7(2): 256-269, 2025.
- Y.
Liu, P. Ge, G. Wang, Q. Liu, and D.
Huang: Multi-Grained Contrastive Learning for Text-supervised
Open-vocabulary Semantic Segmentation, ACM Transactions on Multimedia
Computing Communications and Applications (ACM-TOMM), 21(3): 81:1-81:21,
2025.
- Y.
Zhang, J. Chen, and D. Huang:
CMAE-3D: Contrastive Masked AutoEncoders for
Self-Supervised 3D Object Detection, International Journal of Computer
Vision (IJCV), 133: 2783–2804, 2025.
- M.
Zheng, H. Zhang, H. Yang, L. Chen, and D. Huang: ImFace++: A Sophisticated
Nonlinear 3D Morphable Face Model with Implicit Neural Representations,
IEEE Transactions on Pattern Analysis and Machine Intelligence
(IEEE-TPAMI), 47(2): 994-1012, 2025.
- Y.
Zheng, H. Yang, and D. Huang:
Deep Common Feature Mining for Efficient Video Semantic Segmentation, IEEE
Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT),
34(12): 12991-13003, 2024.
- Y.
Zhang, C. Zhou, and D. Huang:
STAL3D: Unsupervised Domain Adaptation for 3D Object Detection via
Collaborating Self-Training and Adversarial Learning, IEEE Transactions on
Intelligent Vehicles (IEEE-TIV), 9(11): 7339-7350, 2024.
- L.
Ren, J. Dong, D. Huang, and J. Lv: Digital Twin Robotic System with Continuous
Learning for Grasp Detection in Variable Scenes, IEEE Transactions on
Industrial Electronics (IEEE-TIE), 71(7): 7653-7663, 2024.
- L.
Ren, Z. Jia, Y. Laili, and D. Huang: Deep Learning for Time-Series Prediction in IIoT: Progress, Challenges, and Prospects. IEEE
Transactions on Neural Networks and Learning Systems (IEEE-TNNLS), 35(11):
15072-15091, 2024.
- Y. Li,
Y. Zhang, H. Yang, B. Chen, and D.
Huang: SA3WT: Adaptive Wavelet-based Transformer with Self-paced
Auto Augmentation for Face Forgery Detection, International Journal of
Computer Vision (IJCV), 132(10): 4417-4439, 2024.
- J.
Zhang, J. Liu, D. Li, Q. Huang, J. Chen, and D. Huang: OTAMatch: Optimal
Transport Assignment with PseudoNCE for Semi-supervised
Learning, IEEE Transactions on Image Processing (IEEE-TIP), 33: 4231-4244,
2024.
- 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. ESI-Highly Cited Paper as of July/August 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-TAFFC), 14(2): 878-894, 2023.
- L.
Ren, Y. Liu, D. Huang, K.
Huang, and C. Yang: MCTAN: A Novel Multichannel Temporal Attention-based
Network for Industrial Health Indicator Prediction. IEEE Transactions on
Neural Networks and Learning Systems (IEEE-TNNLS), 34(9): 6456-6467, 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-TAFFC),
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-TAFFC), 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:
- X. Lin, W. Li, S. Guo, L. Wang, and D. Huang: RMAdapter:
Reconstruction-based Multi-Modal Adapter for Vision-Language Models, AAAI
Conference on Artificial Intelligence (AAAI), Singapore, Singapore, 2026 (Oral).
- Y. Zhao, H. Yang, and D.
Huang: SceneGenesis: 3D Scene Synthesis via
Semantic Structural Priors and Mesh-Guided Video-Geometry Fusion, AAAI
Conference on Artificial Intelligence (AAAI), Singapore, Singapore, 2026.
2025
- Y. Zheng, H. Wang, N. Zhou, and D. Huang:
Implicit Modeling for Transferability Estimation of Vision Foundation
Models, Annual
Conference on Neural Information Processing Systems (NeurIPS),
San Diego, USA, 2025.
- Y. Gao, Y. Zhang, Z. Cai, and D. Huang: Test-Time
Adaptive Object Detection with Foundation Model, Annual Conference
on Neural Information Processing Systems (NeurIPS),
San Diego, USA, 2025.
- X. Guo, M. Cui, L. Bo, and D. Huang: ShortFT: Diffusion Model Alignment via Shortcut-based
Fine-Tuning, IEEE International Conference on Computer Vision (ICCV), Hawaii, USA, 2025.
- Y. Zhao, X. Yuan, H. Yang, and D. Huang: DreamScape:
3D Scene Creation via Gaussian Splatting joint Correlation Modeling, IEEE
International Conference on Multimedia and Expo (ICME), Nantes, France,
2025.
- J. Xu, Y. Zhang, Z. Cai, and D. Huang: CoSDH:
Communication-Efficient Collaborative Perception via Supply-Demand
Awareness and Intermediate-Late Hybridization, IEEE Conference on Computer
Vision and Pattern Recognition (CVPR), Nashville, USA, 2025.
- J. Zhang, G. Wang, Y. Jin, and D.
Huang: Towards Training-Free
Anomaly Detection with Vision and Language Foundation Models, IEEE
Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, USA, 2025.
- J. Zhang, Q. Huang, J. Liu, X.
Guo, and D. Huang:
Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion
Models, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, USA, 2025.
- Z. Wu, J. Zhang, J. Chen, J.
Guo, D. Huang, and Y. Wang:
APHQ-ViT: Post-Training Quantization with
Average Perturbation Hessian based Reconstruction for Vision Transformers,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, USA, 2025.
- G. Li, H. Yang, Y. Men, D. Huang, W. Li, R. Yang, and Y.
Wang: Generating Editable Head Avatars with 3D Gaussian GANs, IEEE
International Conference on Acoustics, Speech and Signal Processing
(ICASSP), Hyderabad, India, 2025.
- N. Zhou, H. Wang, Y. Zheng, and D. Huang: Progressive Parameter
Efficient Transfer Learning for Semantic Segmentation, International
Conference on Learning Representations (ICLR), Singapore, Singapore, 2025.
- Z. Tang, H. Yang, H. Zhang, J. Chen, and D. Huang: 3D2-Actor:
Learning Pose-Conditioned 3D-Aware Denoiser for Realistic Gaussian Avatar
Modeling, AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, 2025.
- Y. Liu, G. Wang, J. Zhang, Q. Liu, and D. Huang: Unveiling the Knowledge of CLIP for Training-Free
Open-Vocabulary Semantic Segmentation, AAAI Conference on Artificial
Intelligence (AAAI), Philadelphia, USA, 2025.
- Y. Li, C. Lv, H. Yang, and D. Huang: Micro-macro
Wavelet-based Gaussian Splatting for 3D Reconstruction from Unconstrained
Images, AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, USA, 2025.
2024
- H. Ma, M. Shi, B, Gao, and D. Huang: Active Perception for Grasp Detection via Neural Graspness Field, Annual
Conference on Neural Information Processing Systems (NeurIPS),
Vancouver, Canada, 2024.
- H. Zhong, J. Chen, Y. Zhang, D. Huang, and Y. Wang: Transforming Vision Transformer:
Towards Efficient Multi-Task Asynchronous Learner, Annual
Conference on Neural Information Processing Systems (NeurIPS),
Vancouver, Canada, 2024.
- Z. Cai, S. Liu, G. Wang, Z. Li, Z. Ge, X. Zhang, and D. Huang: Align-DETR: Enhancing End-to-end
Object Detection with Aligned Loss, British
Machine Vision Conference (BMVC), Glasgow, UK, 2024.
- Y. Gao, Y. Zhang, Z. Huang, N.
Liu, and D. Huang: PS-TTL:
Prototype-based Soft-labels and Test-Time Learning for Few-shot Object
Detection, ACM Multimedia Conference (MM), Melbourne,
Australia, 2024.
- H. Wang, Y. Bao, Z. Li, P. Pan,
X. Liu, R. Yang, and D. Huang:
Multi-modal Relation Distillation for Unified 3D Representation Learning,
European Conference on Computer Vision (ECCV), Milan, Italy, 2024.
- Z. Cai, Y. Gao, Y. Zheng, N.
Zhou, and D. Huang: Crowd-SAM:
SAM as a Smart Annotator for Object Detection in Crowded Scenes, European
Conference on Computer Vision (ECCV), Milan, Italy, 2024.
- Z. Wu, J.
Chen, H. Zhong, D. Huang, and
Y. Wang: AdaLog:
Post-Training Quantization for Vision Transformers with Adaptive Logarithm
Quantizer, European Conference on Computer Vision (ECCV), Milan, Italy,
2024.
- H. Li, H. Yang, and D. Huang: Progressive
Self-supervised Representation Learning for 3D Facial Expression
Recognition, IEEE International Joint Conference on Biometrics (IJCB),
Buffalo, USA, 2024 (Oral).
- 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), Seattle, USA, 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), Seattle, USA, 2024.
- 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), Istanbul, Turkey, 2024 (Oral, Honorable Mention for the Best Student Paper).
- G. Li, H. Yang, D. Huang, and Y. Wang: 3D Face
Modeling via Weakly-supervised Disentanglement Network joint
Identity-consistency Prior, IEEE International Conference on Automatic
Face and Gesture Recognition (FG), Istanbul, Turkey, 2024.
- H. Ma, R. Qin, M. Shi, B. Gao,
and D. Huang: Sim-to-Real Grasp
Detection with Global-to-Local RGB-D Adaptation, IEEE
International Conference on Robotics and Automation (ICRA), Yokohama,
Japan, 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), Vienna,
Austria, 2024 (Spotlight).
2023
- B. Li, J. Chen, X. Bao, and D. Huang: Compressed
Video Prompt Tuning, Annual 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, 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, 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.
- 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.
- 01/2025~12/2027
Clinically Interpretable Multimodal Foundation Model for Personalized
Medical Decision-Making in Joint Diseases, supported by
National Natural Science Foundation of China (NSFC).
- 12/2024~11/2027
Human-Machine Hybrid Enhanced Intelligence Technology with
Machine/Data/Human Connection, supported by National Key Research and
Development Program.
- 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
- 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).
- Keynote,
“Facial Expression Recognition via Enhanced Geometric Representation Learning”,
at the Forum of Facial Biometric Recognition in the 19th Chinese
Conference on Biometric Recognition (CCBR), Nanchang, China, 2025.
- Keynote,
“Visual Representation Learning in the Open World”,
at the International Conference on Information Technology and Materials (InfoSummit), Xi’an, China, 2025.
- Keynote,
“Multi-modal Visual Learning”, at the 22nd International Bhurban Conference on Applied Sciences and Technology
(IBCAST), Murree, Pakistan, 2025.
- Keynote, “Open
World Visual Perception”, at the 1st Academic Symposium on Embodied
Intelligence, Harbin, China, 2025.
- 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.
- TPC Member of CVPR Workshop on Foundation and Generative Models in
Biometrics (FoundGen-Bio), Seattle, USA, 2026.
- TPC Member of the 34th ACM Multimedia
Conference (MM), Rio de Janeiro, Brazil, 2026.
- TPC Member of the 33rd IEEE International Conference on Image
Processing (ICIP), Tampere, Finland, 2026.
- Area Chair of the 19th European Conference on Computer Vision
(ECCV), Malmö, Sweden, 2026.
- TPC Member of the 43rd International Conference on Machine Learning
(ICML), Seoul, South Korea, 2026.
- TPC Member of the 27th IEEE International
Conference on Multimedia & Expo (ICME), Bangkok,
Thailand, 2026.
- TPC Member of the 35th International Joint Conference on Artificial
Intelligence (IJCAI), Bremen, Germany, 2026.
- TPC Member of the 20th IEEE International Conference on Automatic
Face and Gesture Recognition (FG), Kyoto, Japan, 2026.
- TPC Member of the 14th International Conference on Learning
Representations (ICLR), Rio de Janeiro, Brazil, 2026.
- Area Chair of the 44th IEEE Conference on Computer Vision and
Pattern Recognition (CVPR), Seattle, USA, 2026.
- Senior PC Member of the 40th AAAI Conference on Artificial
Intelligence (AAAI), Singapore, Singapore, 2026.
- Area Chair of the 26th IEEE Winter Conference on Applications of
Computer Vision (WACV), Tucson, USA, 2026.
- TPC Member of the 36th British Machine Vision Conference
(BMVC), Sheffield, UK, 2025.
- TPC Member of the 28th European Conference on Artificial Intelligence
(ECAI), Bologna, Italy, 2025.
- Area Chair of the 9th IEEE International Joint Conference on
Biometrics (IJCB), Osaka, Japan, 2025.
- TPC Member of the 15th ACM
International Conference on Multimedia Retrieval (ICMR), Chicago, USA,
2025.
- TPC Member of the 39th Annual Conference on Neural Information
Processing Systems (NeurIPS), San Diego,
USA, 2025.
- TPC Member of the 33rd ACM
Multimedia Conference (MM), Dublin, Ireland, 2025.
- TPC Member of the 20th IEEE International Conference on Computer
Vision (ICCV), Hawaii, USA, 2025.
- TPC Member of the 21st International Conference in Computer
Analysis of Images and Patterns (CAIP), Canary Islands, Spain, 2025.
- TPC Member of the 32nd IEEE International Conference on Image
Processing (ICIP), Anchorage, USA, 2025.
- TPC Member of the 26th IEEE International Conference on Multimedia
& Expo (ICME), Nantes, France, 2025.
- TPC Member of the 42nd International Conference on Machine Learning
(ICML), Vancouver, Canada, 2025.
- Senior PC Member of the 34th
International Joint Conference on Artificial Intelligence (IJCAI),
Montreal, Canada, 2025.
- Area Chair of the 43rd IEEE Conference on Computer Vision and
Pattern Recognition (CVPR), Nashville, USA, 2025.
- TPC Member of the 19th IEEE International Conference on Automatic Face
and Gesture Recognition (FG), Clearwater, USA, 2025.
- TPC Member of the 13th International Conference on Learning
Representations (ICLR), Singapore, Singapore, 2025.
- Area Chair of the 25th IEEE Winter Conference on Applications of
Computer Vision (WACV), Tucson, USA, 2025.
- TPC Member of the 39th AAAI Conference on Artificial Intelligence
(AAAI), Philadelphia, USA, 2025.
- TPC Member of the 38th Annual Conference on
Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024.
- TPC Member of the 35th British Machine Vision Conference
(BMVC), Glasgow, UK, 2024.
- Workshop Chair of the 10th China Conference on Data Mining (CCDM), Taian,
China, 2024.
- Area Chair of the 8th IEEE International Joint Conference on
Biometrics (IJCB), Buffalo, USA, 2024.
- TPC Member of the 32nd ACM Multimedia Conference (MM), Melbourne, Australia,
2024.
- 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 31st IEEE
International Conference on Image Processing (ICIP), Abu Dhabi, UAE, 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 Annual 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 Annual 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, 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 Annual 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 Annual 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, 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:
- Associate Editor of IEEE Transactions on Information Forensics and
Security (IEEE-TIFS).
- Associate Editor of IEEE Transactions on Affective Computing
(IEEE-TAFFC).
- 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-TAFFC).
- 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).
- Machine Learning,
Undergraduates, BUAA-HC, Spring Semester (2024-2025)
- Machine Learning, Undergraduates, BUAA-SCSE, Spring
Semester (2016-2025)
- Intelligent Computing, Undergraduates, BUAA-SCSE,
Fall Semester (2016-2021)
- Methodology of Computer Science, Undergraduates, BUAA-SCSE,
Spring Semester (2020-2025)
- Artificial Intelligence, Undergraduates, BUAA, Spring
Semester (2021-2022)
- Machine Learning, Graduates, BUAA-SCSE, Fall Semester
(2015-2025)
- Scientific Writing and Presentation, Graduates, BUAA-SCSE, Spring
and Fall Semester (2022-2025)
- Computer Vision, Graduates, BUAA-IS, Spring Semester (2013-2018)
- Scientific Writing, Graduates, BUAA-IS, Spring Semester (2013-2025)
- 2025 World’s Top 2% Scientists recognized by Stanford University and
Elsevier (since the list was released in 2020)
- 2025 Top Reviewer at Annual Conference on Neural Information
Processing Systems
- 2024 First Prize of CAAI Natural Science Award (with Y. Wang, Z.
Lei and H. Yang)
- 2024 Second Prize of CSIG Natural Science
Award (with X. Zhu, Z. Lei and Stan Z. Li)
- 2024 Outstanding Reviewer at British Machine Vision
Conference
- 2024 Honorable Mention Award of the Best Student Paper at IEEE
International Conference on Automatic Face and Gesture Recognition (with H. Li and H. Yang)
- 2024 Excellent Supervisor Award of Master Thesis in Beihang University (Master Student: B. Du)
- 2024 Sino-French Young Talent Program by MOST.
- 2023 Outstanding Reviewer at IEEE Conference on Computer
Vision and Pattern Recognition
- 2023 Excellent Supervisor Award of Master Thesis in Beihang University (Master Student: K. Li)
- 2022 Second Prize of CSIG Natural Science Award (with J. Wan, Q. Ruan, Z. Lei and Stan Z. Li)
- 2022 Winner of the OCRTOC track in Robotic Grasping and Manipulation
Competitions at IEEE International Conference on Robotics and Automation (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 Outstanding Reviewer at British Machine Vision
Conference
- 2021 Best Reviewer at Chinese Conference on
Biometric Recognition
- 2021 Research Cooperation Innovation Award on 3D Face Recognition
by Meituan
- 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
- 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 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
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Non-Academic Hobbies |
Racing sports; Traveling; Photography; etc.