Find Research outputs

2025

A Structured Bipartite Graph Learning method for ensemble clustering

Zhang, Z., Chen, X., Wang, C., Wang, R., Song, W. & Nie, F., Apr 2025, In: Pattern Recognition. 160, 111133.

Research output: Journal Publication › Article › peer-review

Challenges in developing information and communication technology (ICT) use for rural e-governance: An ecology perspective

Shou, M., Jia, F., Yu, J. & Wu, Y., Jan 2025, In: Information Systems Journal. 35, 1, p. 247-278 32 p.

Research output: Journal Publication › Article › peer-review

Distilled transformers with locally enhanced global representations for face forgery detection

Zhang, Y., Li, Q., Yu, Z. & Shen, L., May 2025, In: Pattern Recognition. 161, 111253.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Efficient and provably secured puncturable attribute-based signature for Web 3.0

Wu, Y. T., Xiong, H., Khan, F., Ijaz, S., Alturki, R. & Aljohani, A., Mar 2025, In: Future Generation Computer Systems. 164, 9 p., 107568.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

Fractional Tensor Recurrent Unit (fTRU): A Stable Forecasting Model with Long Memory

Qiu, H., Li, C., Weng, Y., Sun, Z. & Zhao, Q., 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 2, p. 3598-3607 10 p.

Research output: Journal Publication › Article › peer-review

Functionality-aware offloading technique for scheduling containerized edge applications in IoT edge computing

Nkenyereye, L., Lee, B. G. & Chung, W. Y., 24 Feb 2025, In: Journal of Cloud Computing. 14, 1, 28 p., 13.

Research output: Journal Publication › Article › peer-review

Open Access

Identifying crowdfunding storytellers who deliver successful projects: a machine learning approach

Pourroostaei Ardakani, S., Hu, J., Zhang, J., Jin, K., Cai, T., Graham Bellotti, A. & Hua, X., Jan 2025, In: Journal of Supercomputing. 81, 1, 263.

Research output: Journal Publication › Article › peer-review

Open Access

IoT-FAR: A Multi-Sensor Fusion Approach for IoT-Based Firefighting Activity Recognition

Chai, X., Lee, B. G., Hu, C., Pike, M., Chieng, D., Wu, R. & Chung, W. Y., Jan 2025, In: Information Fusion. 113, 102650.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

Local-enhanced representation for text-based person search

Zhang, G., Chen, Y., Zheng, Y., Martin, G. & Wang, R., May 2025, In: Pattern Recognition. 161, 111247.

Research output: Journal Publication › Article › peer-review

Open Access

Mechanics insights into particle ejection during laser cutting of metal alloys

Nie, Y., Low, K. W. Q., Liu, Z., Yang, L., Wang, Y., Li, T., Li, H. & He, Y., Mar 2025, In: International Journal of Advanced Manufacturing Technology.

Research output: Journal Publication › Article › peer-review

Metamorphic Relation Patterns for Metamorphic Testing, Exploration and Robustness

Ying, Z., Towey, D., Bellotti, A., Chua, C. & Quan Zhou, Z., Mar 2025, In: Software Testing Verification and Reliability. 35, 2, e70003.

Research output: Journal Publication › Article › peer-review

MLPFormer: MLP-integrated transformer for colorectal histopathology whole slide image segmentation

Wang, Y., Li, D., Li, X., Guo, Y., Zuo, Y. & Shen, L., Feb 2025, In: Neural Computing and Applications. 37, 6, p. 4651-4661 11 p.

Research output: Journal Publication › Article › peer-review

MRGS-ART: Metamorphic Relation and Group Selection Based on Adaptive Random Testing

Ying, Z., Towey, D., Graham Bellotti, A. & Quan Zhou, Z., Jan 2025, In: Software Testing Verification and Reliability. 35, 1, e1908.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Radar gait recognition using Dual-branch Swin Transformer with Asymmetric Attention Fusion

He, W., Ren, J., Bai, R. & Jiang, X., Mar 2025, In: Pattern Recognition. 159, 111101.

Research output: Journal Publication › Article › peer-review

Open Access

Randomness-Restricted Diffusion Model for Ocular Surface Structure Segmentation

Guo, X., Wen, H., Hao, H., Zhao, Y., Meng, Y., Liu, J., Zheng, Y., Chen, W. & Zhao, Y., 2025, In: IEEE Transactions on Medical Imaging. 44, 3, p. 1359-1372 14 p.

Research output: Journal Publication › Article › peer-review

Structured multi-view k-means clustering

Zhang, Z., Chen, X., Wang, C., Wang, R., Song, W. & Nie, F., Apr 2025, In: Pattern Recognition. 160, 111113.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

TFGNet: Frequency-guided saliency detection for complex scenes

Wang, Y., Wang, R., Liu, J., Xu, R., Wang, T., Hou, F., Liu, B. & Lei, N., Feb 2025, In: Applied Soft Computing Journal. 170, 112685.

Research output: Journal Publication › Article › peer-review

Open Access

Two-stage Rule-induction visual reasoning on RPMs with an application to video prediction

He, W., Ren, J., Bai, R. & Jiang, X., Apr 2025, In: Pattern Recognition. 160, 111151.

Research output: Journal Publication › Article › peer-review

Open Access

Weakly supervised bounding-box generation for camera-trap image based animal detection

Xie, P., Gao, R., Lu, W. & Shen, L., 1 Jan 2025, In: IET Computer Vision. 19, 1, e12332.

Research output: Journal Publication › Article › peer-review

Open Access

YOLOCS: Object detection based on dense channel compression for feature spatial solidification

Huang, L., Li, W., Tan, Y., Shen, L., Yu, J. & Fu, H., 15 Feb 2025, In: Knowledge-Based Systems. 310, 113024.

Research output: Journal Publication › Article › peer-review

2024

Advancing NDN security: Efficient identification of cache pollution attacks through rank comparison

Kar, P., Chen, L., Sheng, W., Kwong, C. F. & Chieng, D., Jul 2024, In: Internet of Things (Netherlands). 26, 101142.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

A Logic of East and West for Intervals

Li, Z., Farjudian, A. & Du, H., Sept 2024, 16th International Conference on Spatial Information Theory, COSIT 2024. Adams, B., Griffin, A. L., Scheider, S. & McKenzie, G. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 17. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 315).

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

A Max-Relevance-Min-Divergence criterion for data discretization with applications on naive Bayes

Wang, S., Ren, J., Bai, R., Yao, Y. & Jiang, X., May 2024, In: Pattern Recognition. 149, 110236.

Research output: Journal Publication › Article › peer-review

Open Access

8 Citations (Scopus)

An effective machine learning-based model for the prediction of protein–protein interaction sites in health systems

Tahir, M., Khan, F., Hayat, M. & Alshehri, M. D., Jan 2024, In: Neural Computing and Applications. 36, 1, p. 65-75 11 p.

Research output: Journal Publication › Article › peer-review

6 Citations (Scopus)

An End-to-end Framework for Few-shot Millimeter-wave Radar-based Hand Gesture Recognition

Ye, Y., Cui, T., Guo, S. & Cui, G., 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

A New Observer for Perspective Vision Systems with Partially Uncertain Linear Motion Parameters

Lyu, S., Ma, X., Wang, J., Wang, Z., Qiao, J. & Zhu, Y., 2024, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 54, 10, p. 5936-5948 13 p.

Research output: Journal Publication › Article › peer-review

An intelligent resource allocation strategy with slicing and auction for private edge cloud systems

Peng, Y., Wang, J., Ye, X., Khan, F., Bashir, A. K., Alshawi, B., Liu, L. & Omar, M., Nov 2024, In: Future Generation Computer Systems. 160, p. 879-889 11 p.

Research output: Journal Publication › Article › peer-review

Open Access

4 Citations (Scopus)

Anisotropic span embeddings and the negative impact of higher-order inference for coreference resolution: An empirical analysis

Hou, F., Wang, R., Ng, S. K., Zhu, F., Witbrock, M., Cahan, S. F., Chen, L. & Jia, X., 1 Nov 2024, In: Natural Language Engineering. 30, 6, p. 1301-1322 22 p.

Research output: Journal Publication › Article › peer-review

Open Access

A Novel Two-step Fine-tuning Framework for Transfer Learning in Low-Resource Neural Machine Translation

Gao, Y., Hou, F. & Wang, R., 2024, Findings of the Association for Computational Linguistics: NAACL 2024 - Findings. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics (ACL), p. 3214-3224 11 p. (Findings of the Association for Computational Linguistics: NAACL 2024 - Findings).

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

3 Citations (Scopus)

Applying hybrid quantum LSTM for indoor localization based on RSSI

Chien, S. F., Chieng, D., Chen, S. Y. C., Zarakovitis, C. C., Lim, H. S. & Xu, Y. H., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 131-135 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation

He, W., Zhang, Y., Zhuo, W., Shen, L., Yang, J., Deng, S. & Sun, L., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 23762-23772 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

3 Citations (Scopus)

A two-stage plan-and-allocate algorithm for operation room scheduling problem with uncertainties

Zhang, H., Bai, R., Li, J. & Jin, C., 2024, 2024 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Fuzzy Systems).

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

1 Citation (Scopus)

Automatic Learning Rate Adaption for Memristive Deep Learning Systems

Zhang, Y. & Shen, L., 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10791-10802 12 p.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

A Wearable Lower Extremity Virtual Rehabilitation System for Patients' Venous Thromboembolism Prophylaxis

Wang, Y., Lee, B. G. & Pei, H., 5 Oct 2024, UbiComp Companion 2024 - Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing. Association for Computing Machinery, Inc, p. 61-65 5 p. (UbiComp Companion 2024 - Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing).

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

Boundary-wise loss for medical image segmentation based on fuzzy rough sets

Lin, Q., Chen, X., Chen, C. & Garibaldi, J. M., Mar 2024, In: Information Sciences. 661, p. 120183 120183.

Research output: Journal Publication › Article › peer-review

6 Citations (Scopus)

Cardinality and Bounding Constrained Portfolio Optimization Using Safe Reinforcement Learning

Li, Y., Du, N., Song, X., Yang, X., Cui, T., Xue, N., Farjudian, A., Ren, J. & Cheah, W. P., 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

CD3IS: cross dimensional 3D instance segmentation network for production workshop

Tang, Z., Chen, G., Wang, R., Miao, Z., Dai, M., Ma, Y. & Liao, X., Oct 2024, In: Journal of Intelligent Manufacturing. 35, 7, p. 3273-3289 17 p.

Research output: Journal Publication › Article › peer-review

Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition

Xie, W., Peng, Z., Shen, L., Lu, W., Zhang, Y. & Song, S., 2024, In: IEEE Transactions on Image Processing. 33, p. 2514-2529 16 p.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

Cross-modal interaction and multi-source visual fusion for video generation in fetal cardiac screening

Zhu, G., Deng, E., Qin, Z., Khan, F., Wei, W., Srivastava, G., Xiong, H. & Kumari, S., Nov 2024, In: Information Fusion. 111, 102510.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

Data augmentation by morphological mixup for solving Raven’s progressive matrices

He, W., Ren, J. & Bai, R., Apr 2024, In: Visual Computer. 40, 4, p. 2457-2470 14 p.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Decoding the third dimension in the metaverse: A comprehensive method for reconstructing 2D NFT portraits into 3D models

Deng, E., You, L., Khan, F., Zhu, G., Qin, Z., Kumari, S., Xiong, H. & Alturki, R., Nov 2024, In: Applied Soft Computing Journal. 165, 111964.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Design and Validation of Flexible Aerial Robotics for Safe Human-Robot Interaction

Jia, F., Zheng, Z., Li, C., Xiao, J., Li, R., Yang, X., Rushworth, A. & Ijaz, S., 2024, 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2024. Institute of Electrical and Electronics Engineers Inc., p. 9342-9347 6 p. (IEEE International Conference on Intelligent Robots and Systems).

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

Digital twin-assisted service function chaining in multi-domain computing power networks with multi-agent reinforcement learning

Wang, K., Yuan, P., Jan, M. A., Khan, F., Gadekallu, T. R., Kumari, S., Pan, H. & Liu, L., Sept 2024, In: Future Generation Computer Systems. 158, p. 294-307 14 p.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

Discriminant Pixel-Difference Vector Hashing of Spatial-Temporal Local Binary Patterns for Dynamic Texture Recognition

Ding, R., Ren, J., Yu, H., Li, J. & Jiang, X., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6245-6249 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

DYNAMIC DATA SAMPLER FOR CROSS-LANGUAGE TRANSFER LEARNING IN LARGE LANGUAGE MODELS

Li, Y., Feng, Y., Zhou, W., Zhao, Z., Shen, L., Hou, C. & Hou, X., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 11291-11295 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

Enhancing and Adapting in the Clinic: Source-Free Unsupervised Domain Adaptation for Medical Image Enhancement

Li, H., Lin, Z., Qiu, Z., Li, Z., Niu, K., Guo, N., Fu, H., Hu, Y. & Liu, J., 1 Apr 2024, In: IEEE Transactions on Medical Imaging. 43, 4, p. 1323-1336 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

8 Citations (Scopus)

Experts still needed: boosting long-term android malware detection with active learning

Guerra-Manzanares, A. & Bahsi, H., Nov 2024, In: Journal of Computer Virology and Hacking Techniques. 20, 4, p. 901-918 18 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Exploring Collaborative Immersive Virtual Reality Serious Games for Enhancing Learning Motivation in Physics Education

SUN, L., Lee, B. G., Chieng, D. & Yang, S., 26 Aug 2024, Proceedings - 2024 IEEE 48th Annual Computers, Software, and Applications Conference, COMPSAC 2024. Shahriar, H., Ohsaki, H., Sharmin, M., Towey, D., Majumder, A. J. A., Hori, Y., Yang, J.-J., Takemoto, M., Sakib, N., Banno, R. & Ahamed, S. I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 115-120 6 p. (Proceedings - 2024 IEEE 48th Annual Computers, Software, and Applications Conference, COMPSAC 2024).

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

1 Citation (Scopus)

Exploring sex differences in collaborative virtual environments for participation equality and user experience

Yang, Y., Zhang, S., Sun, X., Zhang, X., Sun, X., Jing, Y. & Yang, C., Sept 2024, In: Virtual Reality. 28, 3, 152.

Research output: Journal Publication › Article › peer-review

Open Access

Feasibility of manufacturing high-aspect-ratio hollow tubes of SS410 through wire-arc directed energy deposition

Singh, A., Bedi, R., Nath, T., Dommeti, S. G., Goel, S. & Sekar, S., Oct 2024, In: International Journal of Advanced Manufacturing Technology. 134, 11-12, p. 5391-5411 21 p.

Research output: Journal Publication › Article › peer-review

Open Access

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