Pong Chi YUEN

2024

A Liver Stiffness–Based Etiology-Independent Machine Learning Algorithm to Predict Hepatocellular Carcinoma

Lin, H., Li, G., Delamarre, A., Ahn, S. H., Zhang, X., Kim, B. K., Liang, L. Y., Lee, H. W., Wong, G. L. H., Yuen, P. C., Chan, H. L. Y., Chan, S. L., Wong, V. W. S., de Lédinghen, V., Kim, S. U. & Yip, T. C. F., Mar 2024, In: Clinical Gastroenterology and Hepatology. 22, 3, p. 602-610.e7 9 p.

Research output: Contribution to journal › Journal article › peer-review

4 Citations (Scopus)

BindingSiteDTI: differential-scale binding site modelling for drug–target interaction prediction

Pan, F., Yin, C., Liu, S. Q., Huang, T., Bian, Z. & Yuen, P. C., May 2024, In: Bioinformatics. 40, 5, 8 p., btae308.

Research output: Contribution to journal › Journal article › peer-review

Open Access

Federated Generalized Face Presentation Attack Detection

Shao, R., Perera, P., Yuen, P. C. & Patel, V. M., Jan 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 1, p. 103-116 14 p., 3172316.

Research output: Contribution to journal › Journal article › peer-review

8 Citations (Scopus)

Local Style Transfer via Latent Space Manipulation for Cross-Disease Lesion Segmentation

Lyu, F., Ye, M., Yip, T. C. F., Wong, G. L. H. & Yuen, P. C., Jan 2024, In: IEEE Journal of Biomedical and Health Informatics. 28, 1, p. 273-284 12 p.

Research output: Contribution to journal › Journal article › peer-review

Robust Remote Photoplethysmography Estimation With Environmental Noise Disentanglement

Liu, S. Q. & Yuen, P. C., Jan 2024, In: IEEE Transactions on Image Processing. 33, p. 27-41 15 p.

Research output: Contribution to journal › Journal article › peer-review

4 Citations (Scopus)

2023

Allosteric Feature Collaboration for Model-Heterogeneous Federated Learning

Yang, B., Yuen, P. C., Zhang, Y. & Zeng, A., 25 Dec 2023, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-15 15 p.

Research output: Contribution to journal › Journal article › peer-review

Heterogeneous Federated Learning: State-of-the-art and Research Challenges

Ye, M., Fang, X., Du, B., Yuen, P. C. & Tao, D., 21 Oct 2023, In: ACM Computing Surveys. 56, 3, p. 1-44 44 p., 79.

Research output: Contribution to journal › Journal article › peer-review

94 Citations (Scopus)

Machine learning in predicting hepatocellular carcinoma in patients with chronic viral hepatitis in Hong Kong: abridged secondary publication

Wong, G. L. H., Chan, H. L. Y., Tse, Y. K., Yuen, P. C. & Wong, V. W. S., Feb 2023, In: Hong Kong Medical Journal. 29, 1, Supplement 1, p. S14-S17 4 p.

Research output: Contribution to journal › Journal article › peer-review

Open Access

Non-invasive biomarkers for liver inflammation in non-alcoholic fatty liver disease: present and future

Yip, T.C.-F., Lyu, F., Lin, H., Li, G., Yuen, P.-C., Wong, V.W.-S. & Wong, G.L.-H., Feb 2023, In: Clinical and Molecular Hepatology. 29, Suppl, p. S171-S183 13 p.

Research output: Contribution to journal › Journal article › peer-review

Open Access

18 Citations (Scopus)

Pseudo-Label Guided Image Synthesis for Semi-Supervised COVID-19 Pneumonia Infection Segmentation

Lyu, F., Ye, M., Carlsen, J. F., Erleben, K., Darkner, S. & Yuen, P. C., Mar 2023, In: IEEE Transactions on Medical Imaging. 42, 3, p. 797-809 13 p.

Research output: Contribution to journal › Journal article › peer-review

22 Citations (Scopus)

2022

Augmentation Invariant and Instance Spreading Feature for Softmax Embedding

Ye, M., Shen, J., Zhang, X., Yuen, P. C. & Chang, S. F., 1 Feb 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 2, p. 924-939 16 p.

Research output: Contribution to journal › Journal article › peer-review

84 Citations (Scopus)

Cross-Domain Missingness-Aware Time-Series Adaptation With Similarity Distillation in Medical Applications

Yang, B., Ye, M., Tan, Q. & Yuen, P. C., May 2022, In: IEEE Transactions on Cybernetics. 52, 5, p. 3394-3407 14 p.

Research output: Contribution to journal › Journal article › peer-review

13 Citations (Scopus)

Learning From Synthetic CT Images via Test-Time Training for Liver Tumor Segmentation

Lyu, F., Ye, M., Ma, A. J., Yip, T. C. F., Wong, G. L. H. & Yuen, P. C., Sept 2022, In: IEEE Transactions on Medical Imaging. 41, 9, p. 2510-2520 11 p.

Research output: Contribution to journal › Journal article › peer-review

13 Citations (Scopus)

Learning Temporal Similarity of Remote Photoplethysmography for Fast 3D Mask Face Presentation Attack Detection

Liu, S.-Q., Lan, X. & Yuen, P. C., 8 Aug 2022, In: IEEE Transactions on Information Forensics and Security. 17, p. 3195-3210 16 p.

Research output: Contribution to journal › Journal article › peer-review

12 Citations (Scopus)

Model-Induced Generalization Error Bound for Information-Theoretic Representation Learning in Source-Data-Free Unsupervised Domain Adaptation

Yang, B., Yeh, H.-W., Harada, T. & Yuen, P. C., Jan 2022, In: IEEE Transactions on Image Processing. 31, p. 419-432 14 p.

Research output: Contribution to journal › Journal article › peer-review

12 Citations (Scopus)

Multiple structural defect detection for reinforced concrete buildings using YOLOv5s

Li, C., Pan, W., Yuen, P. C. & Su, R. K. L., 30 Jun 2022, In: HKIE Transactions Hong Kong Institution of Engineers. 29, 2, p. 141-150 10 p.

Research output: Contribution to journal › Journal article › peer-review

Open Access

2 Citations (Scopus)

Novel machine learning models outperform risk scores in predicting hepatocellular carcinoma in patients with chronic viral hepatitis

Wong, G. L. H., Hui, V.W.-K., Tan, Q., Xu, J., LEE, H. W., Yip, T.C.-F., Yang, B., Tse, Y. K., Yin, C., Lyu, F., Lai, J.C.-T., Lui, G.C.-Y., Chan, H.L.-Y., Yuen, P. C. & Wong, V.W.-S., 1 Mar 2022, In: JHEP Reports. 4, 3, 12 p., 100441.

Research output: Contribution to journal › Journal article › peer-review

Open Access

35 Citations (Scopus)

Open-Set Adversarial Defense with Clean-Adversarial Mutual Learning

Shao, R., Perera, P., Yuen, P. C. & Patel, V. M., Apr 2022, In: International Journal of Computer Vision. 130, 4, p. 1070-1087 18 p.

Research output: Contribution to journal › Journal article › peer-review

18 Citations (Scopus)

Revealing Task-Relevant Model Memorization for Source-Protected Unsupervised Domain Adaptation

Yang, B., Ma, A. J. & Yuen, P. C., 7 Feb 2022, In: IEEE Transactions on Information Forensics and Security. 17, p. 716-731 16 p.

Research output: Contribution to journal › Journal article › peer-review

6 Citations (Scopus)

Weakly Supervised Liver Tumor Segmentation Using Couinaud Segment Annotation

Lyu, F., Ma, A. J., Yip, T. C. F., Wong, G. L. H. & Yuen, P. C., May 2022, In: IEEE Transactions on Medical Imaging. 41, 5, p. 1138-1149 12 p.

Research output: Contribution to journal › Journal article › peer-review

17 Citations (Scopus)

2021

Artificial intelligence in prediction of non-alcoholic fatty liver disease and fibrosis

Wong, G. L. H., Yuen, P. C., Ma, A. J., Chan, A. W. H., Leung, H. H. W. & Wong, V. W. S., 11 Mar 2021, In: Journal of Gastroenterology and Hepatology. 36, 3, p. 543-550 8 p.

Research output: Contribution to journal › Journal article › peer-review

43 Citations (Scopus)

Explainable Uncertainty-Aware Convolutional Recurrent Neural Network for Irregular Medical Time Series

Tan, Q., Ye, M., Ma, A. J., Yang, B., Yip, T.C.-F., Wong, G.L.-H. & Yuen, P. C., Oct 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 10, p. 4665-4679 15 p.

Research output: Contribution to journal › Journal article › peer-review

27 Citations (Scopus)

Importance-aware personalized learning for early risk prediction using static and dynamic health data

Tan, Q., Ye, M., Ma, A. J., Yip, T. C. F., Wong, G. L. H. & YUEN, P. C., Apr 2021, In: Journal of the American Medical Informatics Association : JAMIA. 28, 4, p. 713-726 14 p.

Research output: Contribution to journal › Journal article › peer-review

7 Citations (Scopus)

Learning adaptive geometry for unsupervised domain adaptation

Yang, B. & Yuen, P. C., Feb 2021, In: Pattern Recognition. 110, 14 p., 107638.

Research output: Contribution to journal › Journal article › peer-review

18 Citations (Scopus)

Multi-Channel Remote Photoplethysmography Correspondence Feature for 3D Mask Face Presentation Attack Detection

Liu, S. Q., Lan, X. & Yuen, P. C., 8 Jan 2021, In: IEEE Transactions on Information Forensics and Security. 16, p. 2683-2696 14 p.

Research output: Contribution to journal › Journal article › peer-review

32 Citations (Scopus)

SecureFace: Face Template Protection

Mai, G., Cao, K., Lan, X. & Yuen, P. C., Jan 2021, In: IEEE Transactions on Information Forensics and Security. 16, p. 262-277 16 p.

Research output: Contribution to journal › Journal article › peer-review

54 Citations (Scopus)

Self-Fusion Convolutional Neural Networks

GONG, S., ZHANG, S., YANG, J. & YUEN, P. C., Dec 2021, In: Pattern Recognition Letters. 152, p. 50-55 6 p.

Research output: Contribution to journal › Journal article › peer-review

4 Citations (Scopus)

Spatial-temporal Regularized Multi-modality Correlation Filters for Tracking with Re-detection

Lan, X., Yang, Z., Zhang, W. & Yuen, P. C., May 2021, In: ACM Transactions on Multimedia Computing, Communications and Applications. 17, 2, p. 1-16 16 p., 57.

Research output: Contribution to journal › Journal article › peer-review

Open Access

File

9 Citations (Scopus)

80 Downloads (Pure)

2020

Bi-Directional Center-Constrained Top-Ranking for Visible Thermal Person Re-Identification

Ye, M., Lan, X., Wang, Z. & Yuen, P. C., Jan 2020, In: IEEE Transactions on Information Forensics and Security. 15, p. 407-419 13 p.

Research output: Contribution to journal › Journal article › peer-review

257 Citations (Scopus)

Intra-rater and inter-rater reliability of tongue coating diagnosis in traditional Chinese medicine using smartphones: Quasi-delphi study

Wang, Z. C., Zhang, S. P., Yuen, P. C., Chan, K. W., Chan, Y. Y., Cheung, C. H., Chow, C. H., Chua, K. K., Hu, J., Hu, Z., Lao, B., Leung, C. C., Li, H., Zhong, L., Liu, X., Liu, Y., Liu, Z., Lun, X., Mo, W. & Siu, S. Y. & 4 others, Xiong, Z., Yeung, W. F., Zhang, R. Y. & Zhang, X., 9 Jul 2020, In: JMIR mHealth and uHealth. 8, 7, 11 p., e16018.

Research output: Contribution to journal › Journal article › peer-review

Open Access

17 Citations (Scopus)

Invariant subspace learning for time series data based on dynamic time warping distance

Deng, H., Chen, W., Shen, Q., Ma, A. J., YUEN, P. C. & Feng, G., Jun 2020, In: Pattern Recognition. 102, 107210.

Research output: Contribution to journal › Journal article › peer-review

22 Citations (Scopus)

Modality-correlation-aware sparse representation for RGB-infrared object tracking

Lan, X., Ye, M., Zhang, S., Zhou, H. & Yuen, P. C., Feb 2020, In: Pattern Recognition Letters. 130, p. 12-20 9 p.

Research output: Contribution to journal › Journal article › peer-review

73 Citations (Scopus)

PurifyNet: A Robust Person Re-Identification Model with Noisy Labels

Ye, M. & YUEN, P. C., 30 Jan 2020, In: IEEE Transactions on Information Forensics and Security. 15, p. 2655-2666 12 p., 8976262.

Research output: Contribution to journal › Journal article › peer-review

73 Citations (Scopus)

Temporal matrix completion with locally linear latent factors for medical applications

Ma, A. J., Chan, C. P., Chan, F. K. S., Yuen, P. C., Yip, T. C. F., Tse, Y. K., Wong, V. W. S. & Wong, G. L. H., Jul 2020, In: Artificial Intelligence in Medicine. 107, 101883.

Research output: Contribution to journal › Journal article › peer-review

2 Citations (Scopus)

2019

Body Parts Synthesis for Cross-Quality Pose Estimation

Yang, B., Ma, A. J. & Yuen, P. C., Feb 2019, In: IEEE Transactions on Circuits and Systems for Video Technology. 29, 2, p. 461-474 14 p., 8245864.

Research output: Contribution to journal › Journal article › peer-review

7 Citations (Scopus)

Dynamic Graph Co-Matching for Unsupervised Video-Based Person Re-Identification

Ye, M., Li, J., Ma, A. J., Zheng, L. & YUEN, P. C., Jun 2019, In: IEEE Transactions on Image Processing. 28, 6, p. 2976-2990 15 p., 8611378.

Research output: Contribution to journal › Journal article › peer-review

136 Citations (Scopus)

Joint discriminative learning of deep dynamic textures for 3D mask face anti-spoofing

Shao, R., Lan, X. & Yuen, P. C., Apr 2019, In: IEEE Transactions on Information Forensics and Security. 14, 4, p. 923-938 16 p., 8453011.

Research output: Contribution to journal › Journal article › peer-review

Open Access

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82 Citations (Scopus)

27 Downloads (Pure)

Learning modality-consistency feature templates: A robust RGB-infrared tracking system

Lan, X., Ye, M., Shao, R., Zhong, B., Yuen, P. C. & Zhou, H., Dec 2019, In: IEEE Transactions on Industrial Electronics. 66, 12, p. 9887-9897 11 p.

Research output: Contribution to journal › Journal article › peer-review

Open Access

File

107 Citations (Scopus)

107 Downloads (Pure)

Machine learning model to predict recurrent ulcer bleeding in patients with history of idiopathic gastroduodenal ulcer bleeding

Wong, G. L. H., Ma, A. J., Deng, H., Ching, J. Y. L., Wong, V. W. S., Tse, Y. K., Yip, T. C. F., Lau, L. H. S., Liu, H. H. W., Leung, C. M., Tsang, S. W. C., Chan, C. W., Lau, J. Y. W., YUEN, P. C. & Chan, F. K. L., Apr 2019, In: Alimentary Pharmacology and Therapeutics. 49, 7, p. 912-918 7 p.

Research output: Contribution to journal › Journal article › peer-review

42 Citations (Scopus)

On the reconstruction of face images from deep face templates

Mai, G., Cao, K., Yuen, P. C. & Jain, A. K., 1 May 2019, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 41, 5, p. 1188-1202 15 p.

Research output: Contribution to journal › Journal article › peer-review

Open Access

File

140 Citations (Scopus)

28 Downloads (Pure)

2018

Inference-Based Similarity Search in Randomized Montgomery Domains for Privacy-Preserving Biometric Identification

Wang, Y., Wan, J., Guo, J., Cheung, Y. M. & Yuen, P. C., 1 Jul 2018, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 7, p. 1611-1624 14 p.

Research output: Contribution to journal › Journal article › peer-review

22 Citations (Scopus)

Learning Common and Feature-Specific Patterns: A Novel Multiple-Sparse-Representation-Based Tracker

Lan, X., Zhang, S., Yuen, P. C. & Chellappa, R., Apr 2018, In: IEEE Transactions on Image Processing. 27, 4, p. 2022-2037 16 p.

Research output: Contribution to journal › Journal article › peer-review

Open Access

File

193 Citations (Scopus)

24 Downloads (Pure)

Learning domain-shared group-sparse representation for unsupervised domain adaptation

Yang, B., Ma, A. J. & YUEN, P. C., Sept 2018, In: Pattern Recognition. 81, p. 615-632 18 p.

Research output: Contribution to journal › Journal article › peer-review

41 Citations (Scopus)

Point-to-Set Distance Metric Learning on Deep Representations for Visual Tracking

Zhang, S., Qi, Y., Jiang, F., Lan, X., Yuen, P. C. & Zhou, H., Jan 2018, In: IEEE Transactions on Intelligent Transportation Systems. 19, 1, p. 187-198 12 p.

Research output: Contribution to journal › Journal article › peer-review

Open Access

File

50 Citations (Scopus)

27 Downloads (Pure)

Semi-supervised Region Metric Learning for Person Re-identification

Li, J., Ma, A. J. & Yuen, P. C., Aug 2018, In: International Journal of Computer Vision. 126, 8, p. 855-874 20 p.

Research output: Contribution to journal › Journal article › peer-review

48 Citations (Scopus)

2017

An asymmetric distance model for cross-view feature mapping in person reidentification

Chen, Y. C., Zheng, W. S., Lai, J. H. & Yuen, P. C., Aug 2017, In: IEEE Transactions on Circuits and Systems for Video Technology. 27, 8, p. 1661-1675 15 p., 7373616.

Research output: Contribution to journal › Journal article › peer-review

80 Citations (Scopus)

Binary feature fusion for discriminative and secure multi-biometric cryptosystems

Mai, G., Lim, M. H. & Yuen, P. C., Feb 2017, In: Image and Vision Computing. 58, p. 254-265 12 p.

Research output: Contribution to journal › Journal article › peer-review

File

21 Citations (Scopus)

31 Downloads (Pure)

Laboratory parameter-based machine learning model for excluding non-alcoholic fatty liver disease (NAFLD) in the general population

Yip, T. C. F., Ma, A. J., Wong, V. W. S., Tse, Y. K., Chan, H. L. Y., Yuen, P. C. & Wong, G. L. H., Aug 2017, In: Alimentary Pharmacology and Therapeutics. 46, 4, p. 447-456 10 p.

Research output: Contribution to journal › Journal article › peer-review

Open Access

148 Citations (Scopus)

Plant identification via multipath sparse coding

Zhu, H., Huang, X., Zhang, S. & Yuen, P. C., 1 Feb 2017, In: Multimedia Tools and Applications. 76, 3, p. 4599-4615 17 p.

Research output: Contribution to journal › Journal article › peer-review

13 Citations (Scopus)

Robust Visual Tracking via Basis Matching

Zhang, S., Lan, X., Qi, Y. & Yuen, P. C., Mar 2017, In: IEEE Transactions on Circuits and Systems for Video Technology. 27, 3, p. 421-430 10 p., 7428913.

Research output: Contribution to journal › Journal article › peer-review

77 Citations (Scopus)

Pong Chi YUEN, Prof

Research Output

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