Find Research outputs

2023

Learning from pseudo-lesion: a self-supervised framework for COVID-19 diagnosis

Li, Z., Li, X., Jin, Z. & Shen, L., May 2023, In: Neural Computing and Applications. 35, 15, p. 10717-10731 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

Learning Person-Specific Cognition From Facial Reactions for Automatic Personality Recognition

Song, S., Shao, Z., Jaiswal, S., Shen, L., Valstar, M. & Gunes, H., 1 Oct 2023, In: IEEE Transactions on Affective Computing. 14, 4, p. 3048-3065 18 p.

Research output: Journal Publication › Article › peer-review

Open Access

8 Citations (Scopus)

Lens structure segmentation from AS-OCT images via shape-based learning

Fang, H., Yin, P., Chen, H., Fang, Y., Chen, W., Yuan, J., Risa, H., Liu, J. & Xu, Y., Mar 2023, In: Computer Methods and Programs in Biomedicine. 230, 107322.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

Leveraging the first line of defense: a study on the evolution and usage of android security permissions for enhanced android malware detection

Guerra-Manzanares, A., Bahsi, H. & Luckner, M., Mar 2023, In: Journal of Computer Virology and Hacking Techniques. 19, 1, p. 65-96 32 p.

Research output: Journal Publication › Article › peer-review

13 Citations (Scopus)

LoGo Transformer: Hierarchy Lightweight Full Self-Attention Network for Corneal Endothelial Cell Segmentation

Zhang, Y., Cai, Z., Higashita, R. & Liu, J., 2023, IJCNN 2023 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2023-June).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Message from the 2023 Program Chairs-in-Chief: COMPSAC 2023

Cuzzocrea, A., Sharmin, M., Teranishi, Y. & Towey, D., 2023, In: Proceedings - International Computer Software and Applications Conference. 2023-June, p. XLV-XLVI

Research output: Journal Publication › Editorial

Open Access

Metamorphic testing harness for the Baidu Apollo perception-camera module

Zhang, Y., Towey, D., Pike, M., Han, J. C., Zhou, G., Yin, C., Wang, Q. & Xie, C., 2023, Proceedings - 2023 IEEE/ACM 8th International Workshop on Metamorphic Testing, MET 2023. Institute of Electrical and Electronics Engineers Inc., p. 9-16 8 p. (Proceedings - 2023 IEEE/ACM 8th International Workshop on Metamorphic Testing, MET 2023).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

6 Citations (Scopus)

Metamorphic testing of Advanced Driver-Assistance System (ADAS) simulation platforms: Lane Keeping Assist System (LKAS) case studies

Iqbal, M., Han, J. C., Zhou, Z. Q., Towey, D. & Chen, T. Y., Mar 2023, In: Information and Software Technology. 155, 107104.

Research output: Journal Publication › Article › peer-review

12 Citations (Scopus)

Metamorphic testing of an automated parking system: an experience report

Towey, D., Luo, Z., Zheng, Z., Zhou, P., Yang, J., Ingkasit, P., Lao, C., Pike, M. & Zhang, Y., 2023, Proceedings - 2023 IEEE 47th Annual Computers, Software, and Applications Conference, COMPSAC 2023. Shahriar, H., Teranishi, Y., Cuzzocrea, A., Sharmin, M., Towey, D., Majumder, A. J. A., Kashiwazaki, H., Yang, J.-J., Takemoto, M., Sakib, N., Banno, R. & Ahamed, S. I. (eds.). IEEE Computer Society, p. 1774-1779 6 p. (Proceedings - International Computer Software and Applications Conference; vol. 2023-June).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Multi-stage Factorized Spatio-Temporal Representation for RGB-D Action and Gesture Recognition

Ma, Y., Zhou, B., Wang, R. & Wang, P., 26 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 3149-3160 12 p. (MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

8 Citations (Scopus)

Multi Task-Based Facial Expression Synthesis with Supervision Learning and Feature Disentanglement of Image Style

Lu, W., Peng, Z., Luo, C., Xie, W., Wen, J., Lai, Z. & Shen, L., 2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. IEEE Computer Society, p. 1005-1009 5 p. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Oct Image Blind Despeckling Based on Gradient Guided Filter with Speckle Statistical Prior

Li, S., Xiong, M., Yang, B., Zhang, X., Higashita, R. & Liu, J., 2023, In: Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing.

Research output: Journal Publication › Conference article › peer-review

3 Citations (Scopus)

On the application of active learning for efficient and effective IoT botnet detection

Guerra-Manzanares, A. & Bahsi, H., Apr 2023, In: Future Generation Computer Systems. 141, p. 40-53 14 p.

Research output: Journal Publication › Article › peer-review

8 Citations (Scopus)

On the creation of structured abrasive tools via multiple-pass rotary wire EDM: A geometrical model

Wang, B., Liu, G., Zhao, Y. J., Wang, B., Bi, Q., Pierce, R. S., Qi, H., Fang, X. & Li, H. N., Jun 2023, In: International Journal of Advanced Manufacturing Technology. 126, 7-8, p. 3503-3522 20 p.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

Parameterized Gompertz-Guided Morphological AutoEncoder for Predicting Pulmonary Nodule Growth

Fang, J., Wang, J., Li, A., Yan, Y., Liu, H., Li, J., Yang, H., Hou, Y., Yang, X., Yang, M. & Liu, J., 1 Dec 2023, In: IEEE Transactions on Medical Imaging. 42, 12, p. 3602-3613 12 p.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

Pixels, Regions, and Objects: Multiple Enhancement for Salient Object Detection

Wang, Y., Wang, R., Fan, X., Wang, T. & He, X., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 10031-10040 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

69 Citations (Scopus)

PneuFab: designing low-cost 3D-printed inflatable structures for blow molding artifacts

Wang, G., Zhu, K., Zhou, L., Guo, M., Chen, H., Yan, Z., Pan, D., Yang, Y., Li, J., Wu, J., Tao, Y. & Sun, L., 19 Apr 2023, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. New York: Association for Computing Machinery, 693. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

7 Citations (Scopus)

Precise Facial Landmark Detection by Reference Heatmap Transformer

Wan, J., Liu, J., Zhou, J., Lai, Z., Shen, L., Sun, H., Xiong, P. & Min, W., 2023, In: IEEE Transactions on Image Processing. 32, p. 1966-1977 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

44 Citations (Scopus)

Prediction and Analysis of Container Terminal Logistics Transportation Time Based on Simulation Interactive Modeling: A Case Study of Ningbo Port: Simulation Modeling of Container Terminal Logistics Time: Ningbo Port Case

Wang, R., Li, J. & Bai, R., 16 Jun 2023, Proceedings of ICCMS 2023 - 15th International Conference on Computer Modeling and Simulation. Association for Computing Machinery, p. 161-171 11 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Preface

Cheshmehzangi, A. & Bilgin, H., 21 Sept 2023, In: Advances in Transdisciplinary Engineering. 36, p. v

Research output: Journal Publication › Editorial

QA-CLIMS: Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation

Deng, S., Zhuo, W., Xie, J. & Shen, L., 26 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 5572-5583 12 p. (MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Region-aware RGB and near-infrared image fusion

Ying, J., Tong, C., Sheng, Z., Yao, B., Cao, S. Y., Yu, H. & Shen, H. L., Oct 2023, In: Pattern Recognition. 142, 109717.

Research output: Journal Publication › Article › peer-review

6 Citations (Scopus)

Self-learning and explainable deep learning network toward the security of artificial intelligence of things

Wu, B. & He, S., Mar 2023, In: Journal of Supercomputing. 79, 4, p. 4436-4467 32 p.

Research output: Journal Publication › Article › peer-review

8 Citations (Scopus)

Self-Supervised Learning of Person-Specific Facial Dynamics for Automatic Personality Recognition

Song, S., Jaiswal, S., Sanchez, E., Tzimiropoulos, G., Shen, L. & Valstar, M., 1 Jan 2023, In: IEEE Transactions on Affective Computing. 14, 1, p. 178-195 18 p.

Research output: Journal Publication › Article › peer-review

Open Access

20 Citations (Scopus)

Shift from Texture-bias to Shape-bias: Edge Deformation-based Augmentation for Robust Object Recognition

He, X., Lin, Q., Luo, C., Xie, W., Song, S., Liu, F. & Shen, L., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 1526-1535 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Spatial and temporal saliency based four-stream network with multi-task learning for action recognition

Zong, M., Wang, R., Ma, Y. & Ji, W., Jan 2023, In: Applied Soft Computing Journal. 132, 109884.

Research output: Journal Publication › Article › peer-review

27 Citations (Scopus)

Spatial Context-Aware Object-Attentional Network for Multi-Label Image Classification

Zhang, J., Ren, J., Zhang, Q., Liu, J. & Jiang, X., 2023, In: IEEE Transactions on Image Processing. 32, p. 3000-3012 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

27 Citations (Scopus)

Spatial frequency enhanced salient object detection

Li, X., Wang, Y., Wang, T. & Wang, R., Nov 2023, In: Information Sciences. 647, 119460.

Research output: Journal Publication › Article › peer-review

5 Citations (Scopus)

Structural priors guided network for the corneal endothelial cell segmentation

Zhang, Y., Xi, R., Zeng, L., Towey, D., Bai, R., Higashita, R. & Liu, J., Aug 2023, In: IEEE Transactions on Medical Imaging. 43, 1, p. 1 1 p.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

StyleGene: Crossover and Mutation of Region-level Facial Genes for Kinship Face Synthesis

Li, H., Hou, X., Huang, Z. & Shen, L., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 20960-20969 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Surformer: An interpretable pattern-perceptive survival transformer for cancer survival prediction from histopathology whole slide images

Wang, Z., Gao, Q., Yi, X., Zhang, X., Zhang, Y., Zhang, D., Liò, P., Bain, C., Bassed, R., Li, S., Guo, Y., Imoto, S., Yao, J., Daly, R. J. & Song, J., Nov 2023, In: Computer Methods and Programs in Biomedicine. 241, 107733.

Research output: Journal Publication › Article › peer-review

Open Access

8 Citations (Scopus)

Survey on deep learning in multimodal medical imaging for cancer detection

Tian, Y., Xu, Z., Ma, Y., Ding, W., Wang, R., Gao, Z., Cheng, G., He, L. & Zhao, X., 2023, (Accepted/In press) In: Neural Computing and Applications.

Research output: Journal Publication › Article › peer-review

13 Citations (Scopus)

Sustainability Reporting and Sharing on Websites of Sino-Foreign Cooperative Universities

Gavin Lai, N. Y., Zhang, Y., Wong, K. H., Yu, L. J. & Siang Kang, H., 2023, 2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2023 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2023 - Conference Proceedings).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Text-to-image synthesis with self-supervised bi-stage generative adversarial network

Tan, Y. X., Lee, C. P., Neo, M., Lim, K. M. & Lim, J. Y., May 2023, In: Pattern Recognition Letters. 169, p. 43-49 7 p.

Research output: Journal Publication › Article › peer-review

7 Citations (Scopus)

Texture and semantic convolutional auto-encoder for anomaly detection and segmentation

Luo, J., Gao, C., Wan, D. & Shen, L., Oct 2023, In: IET Computer Vision. 17, 7, p. 829-843 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Tongue size and shape classification fusing segmentation features for traditional Chinese medicine diagnosis

Huang, Y., Li, X., Zheng, S., Li, Z., Li, S., Shen, L., Zhou, C. & Lai, Z., Apr 2023, In: Neural Computing and Applications. 35, 10, p. 7581-7594 14 p.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

UniFace: Unified Cross-Entropy Loss for Deep Face Recognition

Zhou, J., Jia, X., Li, Q., Shen, L. & Duan, J., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 20673-20682 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

11 Citations (Scopus)

Using obfuscators to test compilers: a metamorphic experience

Cho, I., Towey, D. & Kar, P., 2023, Proceedings - 2023 IEEE 47th Annual Computers, Software, and Applications Conference, COMPSAC 2023. Shahriar, H., Teranishi, Y., Cuzzocrea, A., Sharmin, M., Towey, D., Majumder, A. J. A., Kashiwazaki, H., Yang, J.-J., Takemoto, M., Sakib, N., Banno, R. & Ahamed, S. I. (eds.). IEEE Computer Society, p. 1786-1791 6 p. (Proceedings - International Computer Software and Applications Conference; vol. 2023-June).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Validated Computation of Lipschitz Constant of Recurrent Neural Networks

Guo, Y., Li, Y. & Farjudian, A., 5 Jan 2023, ICMLSC 2023 - 2023 7th International Conference on Machine Learning and Soft Computing. Association for Computing Machinery, p. 46-52 7 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Video Infringement Detection via Feature Disentanglement and Mutual Information Maximization

Liu, Z., Yu, X., Wang, R., Ye, S., Ma, Z., Dong, J., He, S., Qian, F., Zhang, X., Zimmermann, R. & Yang, L., 26 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 144-152 9 p. (MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

1 Citation (Scopus)

Video Question Answering Using Clip-Guided Visual-Text Attention

Ye, S., Kong, W., Yao, C., Ren, J. & Jiang, X., 2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. IEEE Computer Society, p. 81-85 5 p. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

5 Citations (Scopus)

Zero Trust Network Intrusion Detection System (NIDS) using Auto Encoder for Attention-based CNN-BiLSTM

Alalmaie, A., Nanda, P. & He, X., 30 Jan 2023, Proceeding of 2023 Australasian Computer Science Week, ACSW 2023. Association for Computing Machinery, p. 1-9 9 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

6 Citations (Scopus)

ZT-NIDS: Zero Trust, Network Intrusion Detection System

Alalmaie, A. Z., Nanda, P. & He, X., 2023, SECRYPT 2023 - Proceedings of the 20th International Conference on Security and Cryptography. De Capitani di Vimercati, S. & Samarati, P. (eds.). Science and Technology Publications, Lda, p. 99-110 12 p. (Proceedings of the International Conference on Security and Cryptography; vol. 1).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Open Access

一种鲁棒的基于对抗结构的生物特征 ROI 提取方法

Translated title of the contribution: A Robust ROI Extraction Method for Biometrics Using Adversarial StructureLiu, F., Liu, H. Z., Zhang, W. T., Chen, J. S., Shen, L. L. & Wang, L., Jun 2023, In: Zidonghua Xuebao/Acta Automatica Sinica. 49, 6, p. 1339-1353 15 p.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

2022

Adversarial multi-task learning with inverse mapping for speech enhancement

Qiu, Y., Wang, R., Hou, F., Singh, S., Ma, Z. & Jia, X., May 2022, In: Applied Soft Computing Journal. 120, 108568.

Research output: Journal Publication › Article › peer-review

12 Citations (Scopus)

An Annotation-Free Restoration Network for Cataractous Fundus Images

Li, H., Liu, H., Hu, Y., Fu, H., Zhao, Y., Miao, H. & Liu, J., 1 Jul 2022, In: IEEE Transactions on Medical Imaging. 41, 7, p. 1699-1710 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

50 Citations (Scopus)

An attention based dual learning approach for video captioning

Ji, W., Wang, R., Tian, Y. & Wang, X., Mar 2022, In: Applied Soft Computing Journal. 117, 108332.

Research output: Journal Publication › Article › peer-review

29 Citations (Scopus)

An Extended Abstract of 'Dynamic Random Testing of Web Services: A Methodology and Evaluation'

Sun, C. A., Dai, H., Wang, G., Towey, D., Chen, T. Y. & Cai, K. Y., 2022, Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022. Ardagna, C. A., Chang, C. K., Chang, R. N., Damiani, E., Ward, R., Xhafa, F. & Zhang, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 30 1 p. (Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

A reliable wireless communication mechanisms and decision support system for the IoT networks

Jin, B., Khan, F., Alturki, R. & Ikram, M. A., Oct 2022, In: Soft Computing.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

A short review on the influence of mechanical machining on tribological and wear behavior of components

Kuang, W., Miao, Q., Ding, W. & Li, H., May 2022, In: International Journal of Advanced Manufacturing Technology. 120, 3-4, p. 1401-1413 13 p.

Research output: Journal Publication › Review article › peer-review

29 Citations (Scopus)

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