Find Research outputs

2024

FiDRL: Flexible Invocation-Based Deep Reinforcement Learning for DVFS Scheduling in Embedded Systems

Li, J., Jiang, W., He, Y., Yang, Q., Gao, A., Ha, Y., Özcan, E., Bai, R., Cui, T. & Yu, H., 23 Sept 2024, In: IEEE Transactions on Computers. 14 p.

Research output: Journal Publication › Article › peer-review

FLATTENING SINGULAR VALUES OF FACTORIZED CONVOLUTION FOR MEDICAL IMAGES

Feng, Z., Zeng, N., Fang, J., Wang, X., Lu, X., Meng, H. & Liu, J., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1791-1795 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Open Access

FLIP-80M: 80 Million Visual-Linguistic Pairs for Facial Language-Image Pre-Training

Li, Y., Hou, X., Dezhi, Z., Shen, L. & Zhao, Z., 28 Oct 2024, MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 58-67 10 p. (MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia).

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

FOCUS FUSION NETWORK FOR VISIBLE AND INFRARED IMAGE FUSION

Zhang, Y., Fang, Y. & Zhang, Q., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3850-3854 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

GAN-based dehazing network with knowledge transferring

Zhang, S., Zhang, X., Shen, L. & Fan, E., May 2024, In: Multimedia Tools and Applications. 83, 15, p. 45095-45110 16 p.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Going to the movies in VR: Virtual reality cinemas as alternatives to in-person co-viewing

Szita, K., Moss-Wellington, W., Sun, X. & Ch'ng, E., Jan 2024, In: International Journal of Human Computer Studies. 181, 103150.

Research output: Journal Publication › Article › peer-review

Open Access

10 Citations (Scopus)

GUIDED CIRCULAR DECOMPOSITION AND CROSS-MODAL RECOMBINATION FOR MULTIMODAL SENTIMENT ANALYSIS

Liang, H., Xie, W., He, X., Song, S. & Shen, L., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7910-7914 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

1 Citation (Scopus)

Heterogeneous domain adaptation via incremental discriminative knowledge consistency

Lu, Y., Lin, D., Wen, J., Shen, L., Li, X. & Wen, Z., Dec 2024, In: Pattern Recognition. 156, 110857.

Research output: Journal Publication › Article › peer-review

Hierarchical Perceptual and Predictive Analogy-Inference Network for Abstract Visual Reasoning

He, W., Ren, J., Bai, R. & Jiang, X., 28 Oct 2024, MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 4841-4850 10 p. (MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia).

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

1 Citation (Scopus)

How to Achieve Swift Resilience: the Role of Digital Innovation Enabled Mindfulness

Ye, D., Liu, M. J., Luo, J. & Yannopoulou, N., Apr 2024, In: Information Systems Frontiers. 26, 2, p. 551-573 23 p.

Research output: Journal Publication › Article › peer-review

Open Access

15 Citations (Scopus)

Hybrid semantics-based vulnerability detection incorporating a Temporal Convolutional Network and Self-attention Mechanism

Chen, J., Wang, W., Liu, B., Cai, S., Towey, D. & Wang, S., Jul 2024, In: Information and Software Technology. 171, 107453.

Research output: Journal Publication › Article › peer-review

6 Citations (Scopus)

IENet: inheritance enhancement network for video salient object detection

Jiang, T., Wang, Y., Hou, F. & Wang, R., Aug 2024, In: Multimedia Tools and Applications. 83, 28, p. 72007-72026 20 p.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

ImplantFormer: vision transformer-based implant position regression using dental CBCT data

Yang, X., Li, X., Li, X., Wu, P., Shen, L. & Deng, Y., Apr 2024, In: Neural Computing and Applications. 36, 12, p. 6643-6658 16 p.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

Improving the validation of multiple-object detection using a complex-network-community-based relevance metric

Qiu, K., Poon, P. L., Zhao, S., Towey, D. & Yu, L., 5 Sept 2024, In: Knowledge-Based Systems. 299, 112027.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Instrument-Tissue Interaction Detection Framework for Surgical Video Understanding

Lin, W., Hu, Y., Fu, H., Yang, M., Chng, C. B., Kawasaki, R., Chui, C. & Liu, J., 2024, In: IEEE Transactions on Medical Imaging. 43, 8, p. 2803-2813 11 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

LCINet: Local Cross-position Interaction Network for Oracle Bone Inscriptions Recognition

Sun, Q., Zhang, X., Gui, C., Sun, H., Cai, T., Hu, Y., Tang, J. & Liu, J., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).

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

Lightweight and smart data fusion approaches for wearable devices of the Internet of Medical Things

Jan, M. A., Zhang, W., Khan, F., Abbas, S. & Khan, R., Mar 2024, In: Information Fusion. 103, 102076.

Research output: Journal Publication › Article › peer-review

17 Citations (Scopus)

Log-based anomaly detection for distributed systems: State of the art, industry experience, and open issues

Wei, X., Wang, J., Sun, C. A., Towey, D., Zhang, S., Zuo, W., Yu, Y., Ruan, R. & Song, G., 2024, (Accepted/In press) In: Journal of software: Evolution and Process. 36, 8, e2650.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Medical image registration and its application in retinal images: a review

Nie, Q., Zhang, X., Hu, Y., Gong, M. & Liu, J., Dec 2024, In: Visual Computing for Industry, Biomedicine, and Art. 7, 1, 21.

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

Open Access

3 Citations (Scopus)

MERG: MULTI-DIMENSIONAL EDGE REPRESENTATION GENERATION LAYER FOR GRAPH NEURAL NETWORKS

Song, Y., Luo, C., Jackson, A., Jia, X., Xie, W., Shen, L., Gunes, H. & Song, S., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5475-5479 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

1 Citation (Scopus)

Metamorphic Testing of a Steer-by-Wire System: An Intercultural Students-as-Partners Collaboration Experience

Zhang, Y., Towey, D., Pike, M., Qiu, R., Jaya, A. T., Huey, S., Zhang, X. & Wu, Y., 13 Sept 2024, MET 2024 - Proceedings of the 9th ACM International Workshop on Metamorphic Testing, Co-located with: ISSTA 2024. Liu, H., Aleti, A. & Arrieta, A. (eds.). Association for Computing Machinery, Inc, p. 18-25 8 p. (MET 2024 - Proceedings of the 9th ACM International Workshop on Metamorphic Testing, Co-located with: ISSTA 2024).

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

MTDiff: Visual anomaly detection with multi-scale diffusion models

Wang, X., Li, W. & He, X., 25 Oct 2024, In: Knowledge-Based Systems. 302, 112364.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

Multi-Scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition

Wang, Z., Song, S., Luo, C., Deng, S., Xie, W. & Shen, L., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 1270-1280 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Open Access

Multi-style spatial attention module for cortical cataract classification in AS-OCT image with supervised contrastive learning

Xiao, Z., Zhang, X., Zheng, B., Guo, Y., Higashita, R. & Liu, J., Feb 2024, In: Computer Methods and Programs in Biomedicine. 244, 107958.

Research output: Journal Publication › Article › peer-review

10 Citations (Scopus)

Network characteristics adaption and hierarchical feature exploration for robust object recognition

Xie, W., Luo, C., Wang, G., Shen, L., Lai, Z. & Song, S., May 2024, In: Pattern Recognition. 149, 110240.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Network IDS alert classification with active learning techniques

Vaarandi, R. & Guerra-Manzanares, A., Mar 2024, In: Journal of Information Security and Applications. 81, 103687.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

Nonlinear Disturbance Observer-Based Fault-Tolerant Sliding-Mode Control for 2-D Plane Vehicular Platoon with UTVFD and ANAS

Xu, W. D., Guo, X. G., Wang, J. L., Che, W. W. & Wu, Z. G., 1 Apr 2024, In: IEEE Transactions on Cybernetics. 54, 4, p. 2050-2061 12 p.

Research output: Journal Publication › Article › peer-review

25 Citations (Scopus)

OCT Fingerprint Presentation Attack Detection Using Frequency Disentangling Features

Liu, F., Zeng, W. F., Zhang, W. T., Kong, Z., Wang, L. & Shen, L. L., Feb 2024, In: Jisuanji Xuebao/Chinese Journal of Computers. 47, 2, p. 323-326 4 p.

Research output: Journal Publication › Article › peer-review

PerFRDiff: Personalised Weight Editing for Multiple Appropriate Facial Reaction Generation

Zhu, H., Kong, X., Xie, W., Huang, X., Shen, L., Liu, L., Gunes, H. & Song, S., 28 Oct 2024, MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 9495-9504 10 p. (MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia).

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

2 Citations (Scopus)

PIAENet: Pyramid integration and attention enhanced network for object detection

Tang, X., Xu, W., Li, K., Han, M., Ma, Z. & Wang, R., Jun 2024, In: Information Sciences. 670, 120576.

Research output: Journal Publication › Article › peer-review

5 Citations (Scopus)

PointSurFace: Discriminative point cloud surface feature extraction for 3D face recognition

Yang, J., Li, Q. & Shen, L., Dec 2024, In: Pattern Recognition. 156, 110858.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Preparing ecosystems for platformization: Insights from multiple case studies

Hu, Y., Zheng, S., Chong, A. Y. L., Lim, E. T. K. & Tan, C. W., Jul 2024, In: Information Systems Journal. 34, 4, p. 1004-1036 33 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Pyramid Pixel Context Adaption Network for Medical Image Classification With Supervised Contrastive Learning

Zhang, X., Xiao, Z., Wu, X., Chen, Y., Zhao, J., Hu, Y. & Liu, J., 2024, (Accepted/In press) In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-14 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

9 Citations (Scopus)

QoS prediction of cloud services by selective ensemble learning on prefilling-based matrix factorizations

Mao, C., Chen, J., Towey, D., Zhao, Z. & Wen, L., 10 Dec 2024, In: Concurrency Computation Practice and Experience. 36, 27, e8282.

Research output: Journal Publication › Article › peer-review

ReactFace: Online Multiple Appropriate Facial Reaction Generation in Dyadic Interactions

Luo, C., Song, S., Xie, W., Spitale, M., Ge, Z., Shen, L. & Gunes, H., 2024, (Accepted/In press) In: IEEE Transactions on Visualization and Computer Graphics.

Research output: Journal Publication › Article › peer-review

Open Access

RefSCAT: Formal Verification of Logic-Optimized Multipliers via Automated Reference Multiplier Generation and SCA-SAT Synergy

Li, R., Li, L., Yu, H., Fujita, M., Jiang, W. & Ha, Y., Aug 2024, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 44, 2, p. 1 1 p.

Research output: Journal Publication › Article › peer-review

Regional context-based recalibration network for cataract recognition in AS-OCT

Zhang, X., Xiao, Z., Yang, B., Wu, X., Higashita, R. & Liu, J., Mar 2024, In: Pattern Recognition. 147, 110069.

Research output: Journal Publication › Article › peer-review

20 Citations (Scopus)

Relative-position embedding based spatially and temporally decoupled Transformer for action recognition

Ma, Y. & Wang, R., Jan 2024, In: Pattern Recognition. 145, 109905.

Research output: Journal Publication › Article › peer-review

26 Citations (Scopus)

Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image Segmentation

Qiu, Z., Hu, Y., Chen, X., Zeng, D., Hu, Q. & Liu, J., 1 Jan 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 1, p. 451-464 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

12 Citations (Scopus)

Robust and secure file transmission through video streaming using steganography and blockchain

Liang, X. & Kar, P., 2024, In: International Journal of Information and Computer Security. 24, 3-4, p. 258-283 26 p.

Research output: Journal Publication › Article › peer-review

Scenario-Driven Metamorphic Testing for Autonomous Driving Simulators

Zhang, Y., Towey, D., Pike, M., Cheng Han, J., Quan Zhou, Z., Yin, C., Wang, Q. & Xie, C., Nov 2024, In: Software Testing Verification and Reliability. 34, 7, e1892.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

"See, Hear, Touch, Smell, and,...Eat!": Helping Children Self-Improve Their Food Literacy and Eating Behavior through a Tangible Multi-Sensory Puzzle Game

Cai, X., Jin, K., Shi, S., Huang, S., Huang, O., Wang, X., Cheng, J., Lin, W., Yao, J., Hu, Y., Zhang, C. & Yao, C., 17 Jun 2024, Proceedings of ACM Interaction Design and Children Conference: Inclusive Happiness, IDC 2024. Association for Computing Machinery, Inc, p. 270-281 12 p. (Proceedings of ACM Interaction Design and Children Conference: Inclusive Happiness, IDC 2024).

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

1 Citation (Scopus)

Semi-supervised information fusion for medical image analysis: Recent progress and future perspectives

Weng, Y., Zhang, Y., Wang, W. & Dening, T., Jun 2024, In: Information Fusion. 106, 102263.

Research output: Journal Publication › Article › peer-review

Open Access

9 Citations (Scopus)

SFIDMT-ART: A metamorphic group generation method based on Adaptive Random Testing applied to source and follow-up input domains

Ying, Z., Towey, D., Bellotti, A. G., Chen, T. Y. & Zhou, Z. Q., Nov 2024, In: Information and Software Technology. 175, 107528.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

SnapInflatables: Designing Inflatables with Snap-through Instability for Responsive Interaction

Yang, Y., Ren, L., Chen, C., Hu, B., Zhang, Z., Li, X., Shen, Y., Zhu, K., Ji, J., Zhang, Y., Ni, Y., Wu, J., Wang, Q., Wu, J., Sun, L., Tao, Y. & Wang, G., 11 May 2024, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 342. (Conference on Human Factors in Computing Systems - Proceedings).

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

Open Access

1 Citation (Scopus)

Stream clustering guided supervised learning for classifying NIDS alerts

Vaarandi, R. & Guerra-Manzanares, A., Jun 2024, In: Future Generation Computer Systems. 155, p. 231-244 14 p.

Research output: Journal Publication › Article › peer-review

6 Citations (Scopus)

Structure and Intensity Unbiased Translation for 2D Medical Image Segmentation

Zhang, T., Zheng, S., Cheng, J., Jia, X., Bartlett, J., Cheng, X., Qiu, Z., Fu, H., Liu, J., Leonardis, A. & Duan, J., 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 12, p. 10060-10075 16 p.

Research output: Journal Publication › Article › peer-review

Taming Self-Supervised Learning for Presentation Attack Detection: De-Folding and De-Mixing

Kong, Z., Zhang, W., Liu, F., Luo, W., Liu, H., Shen, L. & Ramachandra, R., 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10639-10650 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

Theorising moderation in the configurational approach: A guide for identifying and interpreting moderating influences in QCA

Ma, T., Cheng, Y., Guan, Z., Li, B., Hou, F. & Lim, E. T. K., May 2024, In: Information Systems Journal. 34, 3, p. 762-787 26 p.

Research output: Journal Publication › Article › peer-review

12 Citations (Scopus)

Toward Cost-Effective Adaptive Random Testing: An Approximate Nearest Neighbor Approach

Huang, R., Cui, C., Lian, J., Towey, D., Sun, W. & Chen, H., 1 May 2024, In: IEEE Transactions on Software Engineering. 50, 5, p. 1182-1214 33 p.

Research output: Journal Publication › Article › peer-review

Open Access

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