Find Research outputs

2025

3DFaceMAE: Pre-training of Masked Autoencoder Using Patch-Based Random Masking Reconstruction and Super-resolution for 3D Face Recognition

Gao, Z., Li, Q., Shen, L. & Yang, J., 2025, Pattern Recognition and Computer Vision - 7th Chinese Conference, PRCV 2024, Proceedings. Lin, Z., Zha, H., Cheng, M.-M., He, R., Liu, C.-L., Ubul, K., Silamu, W. & Zhou, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 488-503 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15041 LNCS).

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

Data Heterogeneity-Aware Personalized Federated Learning for Diagnosis

Lin, H., Li, H., Li, H., Yu, X., Yu, K., Liang, C., Fu, H. & Liu, J., 2025, Ophthalmic Medical Image Analysis - 11th International Workshop, OMIA 2024, Held in Conjunction with MICCAI 2024, Proceedings. Bhavna, A., Chen, H., Fang, H., Fu, H. & Lee, C. S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 53-62 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15188 LNCS).

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

Error Propagation Mechanism for the 2.5-D Grid Map Update in LiDAR Gaze Control Applications for Omni-Directional Wheeled Robots

Yang, M., JIA, F., Rushworth, A., Sun, X., Fang, Z. & Yang, G., 2025, Intelligent Robotics and Applications - 17th International Conference, ICIRA 2024, Proceedings. Lan, X., Mei, X., Jiang, C., Zhao, F. & Tian, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 243-259 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15202 LNAI).

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

Improved Motion Correction in Dynamic Contrast-Enhanced MRI Using Low Rank With Soft Weighting

Zhang, J., Najeeb, F., Wang, Y., Wang, X., Xu, P., Omer, H., Zheng, J., Zhang, J., Francis, S., Glover, P., Bowtell, R., Meersmann, T. & Wang, C., 2025, In: IEEE Access. 13, p. 1867-1881 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

Mde-EvoNAS: Automatic network architecture design for monocular depth estimation via evolutionary neural architecture search

Yu, Z., Zhang, H., Liu, R., Dai, S., Chen, X., Sheng, W. & Jin, Y., Mar 2025, In: Swarm and Evolutionary Computation. 93, 101837.

Research output: Journal Publication › Article › peer-review

MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation

Xiao, Z., Zhang, X., Higashita, R. & Liu, J., 2025, Ophthalmic Medical Image Analysis - 11th International Workshop, OMIA 2024, Held in Conjunction with MICCAI 2024, Proceedings. Bhavna, A., Chen, H., Fang, H., Fu, H. & Lee, C. S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 63-72 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15188 LNCS).

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

MTaDCS: Moving Trace and Feature Density-Based Confidence Sample Selection Under Label Noise

Huang, Q., He, X., Xian, X., Lin, Q., Xie, W., Song, S., Shen, L. & Yu, Z., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 178-195 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15129 LNCS).

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

2024

A Blockchain Based Data Monitoring and Sharing Approach for Smart Grids

Yang, Y., Liu, M., Zhou, Q., Zhou, H. & Wang, R., 2024, (Accepted/In press) In: IEEE Access. p. 1 1 p.

Research output: Journal Publication › Article › peer-review

Open Access

4 Citations (Scopus)

A dry port hub-and-spoke network design: An optimization model, solution method, and application

Irawan, C. A., Salhi, S., Jones, D., Dai, J. & Liu, M. J., Jul 2024, In: Computers and Operations Research. 167, 106646.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

Adversarial Keyword Extraction and Semantic-Spatial Feature Aggregation for Clinical Report Guided Thyroid Nodule Segmentation

Zhang, Y., Chen, W., Li, X., Shen, L., Lai, Z. & Kong, H., 2024, Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Proceedings. Liu, Q., Wang, H., Ji, R., Ma, Z., Zheng, W., Zha, H., Chen, X. & Wang, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 235-247 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14437 LNCS).

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

1 Citation (Scopus)

Aggregation Strategy with Gradient Projection for Federated Learning in Diagnosis

Lin, H., Gao, Y., Li, H., Zhang, X., Yu, X., Chen, J. & Liu, J., 2024, Advanced Intelligent Computing in Bioinformatics - 20th International Conference, ICIC 2024, Proceedings. Huang, D.-S., Zhang, Q. & Guo, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 207-218 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14881 LNBI).

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

A multi-period vaccines supply chain network design with capacity expansion and different replenishment cycles under uncertain demand

Ariningsih, P. K., Irawan, C. A., Paulraj, A. & Dai, J., Jul 2024, In: Computers and Operations Research. 167, 19 p., 106660.

Research output: Journal Publication › Article › peer-review

6 Citations (Scopus)

Analyzing Children’s Behaviors Based on AI Recognition Approach to Promote Child-Friendly School-to-Home Street Design

Zhang, Q., Wang, G., Loo, Y. M., Wang, X., Xia, X. & Mu, X., 2024, Computer Science and Education. Teaching and Curriculum - 18th International Conference, ICCSE 2023, Proceedings. Hong, W. & Kanaparan, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-13 11 p. (Communications in Computer and Information Science; vol. 2024 CCIS).

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

1 Citation (Scopus)

A Real-Time Deterministic Peak Hopping Maximum Power Point Tracking Algorithm for Complex Partial Shading Condition

Koh, J. S., Tan, R. H. G., Lim, W. H. & Tan, N. M. L., 24 Mar 2024, In: IEEE Access. 12, p. 43632-43644 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

A scenario-customizable and visual-rendering simulator for on-vehicle vibration energy harvesting

Guo, F., Li, J., Thein, C. K., Gao, A., Ren, J., Lee, C. H., Li, J., Cui, T. & Yu, H., Dec 2024, In: Sustainable Computing: Informatics and Systems. 44, 101039.

Research output: Journal Publication › Article › peer-review

Open Access

Biotechnology: Recent developments, emerging trends, and implications for business

Ma, Q. P., 19 Mar 2024, Research Anthology on Bioinformatics, Genomics, and Computational Biology. IGI Global, p. 335-355 21 p.

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

2 Citations (Scopus)

Computer Vision Based Transfer Learning-Aided Transformer Model for Fall Detection and Prediction

Mccall, S., Kolawole, S. S., Naz, A., Gong, L., Ahmed, S. W., Prasad, P. S., Yu, M., Wingate, J. & Ardakani, S. P., 2024, In: IEEE Access. 12, p. 28798-28809 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

5 Citations (Scopus)

Containerized Wearable Edge AI Inference Framework in Mobile Health Systems

Nkenyereye, L., Lee, B. G. & Chung, W. Y., 29 Feb 2024, Intelligent Human Computer Interaction - 15th International Conference, IHCI 2023, Revised Selected Papers. Choi, B. J., Singh, D., Tiwary, U. S. & Chung, W.-Y. (eds.). Cham: Springer, Cham, p. 273-278 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14532 LNCS).

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

Container port truck dispatching optimization using Real2Sim based deep reinforcement learning

Jin, J., Cui, T., Bai, R. & Qu, R., 16 May 2024, In: European Journal of Operational Research. 315, 1, p. 161-175 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

11 Citations (Scopus)

DBDC-SSL: Deep Brownian Distance Covariance With Self-Supervised Learning for Few-Shot Image Classification

Liu, W. H., Lim, K. M., Ong, T. S. & Lee, C. P., 2024, In: IEEE Access. 12, p. 58586-58596 11 p.

Research output: Journal Publication › Article › peer-review

Open Access

Deep Learning Approach for Enhanced Object Recognition and Assembly Guidance with Augmented Reality

Lee, B. G., Wang, X., Han, R., Sun, L., Pike, M. & Chung, W. Y., 29 Feb 2024, Intelligent Human Computer Interaction - 15th International Conference, IHCI 2023, Revised Selected Papers: 15th International Conference, IHCI 2023, Daegu, South Korea, November 8–10, 2023, Revised Selected Papers, Part II. Choi, B. J., Singh, D., Tiwary, U. S. & Chung, W.-Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 105-114 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14532 LNCS).

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

Enhancing value creation of operational management for small to medium manufacturer: A conceptual data-driven analytical system

Harno, S., Kai Chan, H. & Guo, M., Apr 2024, In: Computers and Industrial Engineering. 190, 110082.

Research output: Journal Publication › Article › peer-review

1 Citation (Scopus)

Ensemble CNN-ViT using Feature-Level Fusion for Gait Recognition

Mogan, J. N., Lee, C. P. & Lim, K. M., Aug 2024, In: IEEE Access. 12, p. 1 1 p.

Research output: Journal Publication › Article › peer-review

Open Access

Ensemble strategy using particle swarm optimisation variant and enhanced local search capability

Hong, L., Wang, G., Özcan, E. & Woodward, J. R., Feb 2024, In: Swarm and Evolutionary Computation. 84, 101452.

Research output: Journal Publication › Article › peer-review

Open Access

5 Citations (Scopus)

FD-SDG: Frequency Dropout Based Single Source Domain Generalization Framework for Retinal Vessel Segmentation

Li, B., Li, H., Zhang, Y., Li, H., Chen, J., Pan, F., Chen, J. & Liu, J., 2024, Advanced Intelligent Computing in Bioinformatics - 20th International Conference, ICIC 2024, Proceedings. Huang, D.-S., Zhang, Q. & Guo, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 393-404 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14881 LNBI).

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

1 Citation (Scopus)

GASE: graph attention sampling with edges fusion for solving vehicle routing problems

Wang, Z., Bai, R., Khan, F., Özcan, E. & Zhang, T., Sept 2024, In: Memetic Computing. 16, 3, p. 337-353 17 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

How Live Stream Session is Developed to Guide Value Co-creation between Streamer and Audience: An Ethnographic Investigation based on Dramaturgical Theory

Lin, B., Wang, Y., Hou, F., Li, B. & Guan, Z., 2024, In: Proceedings of the International Conference on Electronic Business (ICEB). 24, p. 235-246 12 p.

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

Identifying Influencing Factors of Immersion in Remote Collaboration

Yang, Y., Sun, X., Gao, J., Zhou, Z., Zhang, S. & Yang, C., 2024, Virtual, Augmented and Mixed Reality - 16th International Conference, VAMR 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Proceedings. Chen, J. Y. C. & Fragomeni, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 128-144 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14707 LNCS).

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

Impact factor analysis affecting the operation of asset lifecycle by using asset information modeling and blockchain technology

Raslan, A., Cheshmehzangi, A., Towey, D., Tizani, W. & Kapogiannis, G., 5 Feb 2024, In: Construction Innovation.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

Impact of generative artificial intelligence models on the performance of citizen data scientists in retail firms

Abumalloh, R. A., Nilashi, M., Ooi, K. B., Tan, G. W. H. & Chan, H. K., Oct 2024, In: Computers in Industry. 161, 104128.

Research output: Journal Publication › Article › peer-review

6 Citations (Scopus)

Incorporating Online Learning Into MCTS-Based Intention Progression

Song, C., Yao, Y. & Chan, S., 2024, In: IEEE Access. 12, p. 56400-56413 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

Investigation and Analysis of Corneal Morphology in Young Divers

Mao, C., Wang, X., Li, H., Li, H., Zhou, D., Chen, J., Dong, H., Hu, Y. & Liu, J., 2024, Applied Intelligence - First International Conference, ICAI 2023, Proceedings. Huang, D.-S., Premaratne, P. & Yuan, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-12 10 p. (Communications in Computer and Information Science; vol. 2014 CCIS).

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

JLInst: Boundary-Mask Joint Learning for Instance Segmentation

Zhao, X., Chen, J., Huang, Z. & Shen, L., 2024, Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Proceedings. Liu, Q., Wang, H., Ji, R., Ma, Z., Zheng, W., Zha, H., Chen, X. & Wang, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 445-457 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14436 LNCS).

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

KDViT: COVID-19 diagnosis on CT-scans with knowledge distillation of vision transformer

Lim, Y. J., Lim, K. M., Chang, R. K. Y. & Lee, C. P., 2024, In: Automatika. 65, 3, p. 1113-1126 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

Learning Adapters for Text-Guided Portrait Stylization with Pretrained Diffusion Models

Yang, M., Hou, X., Li, H., Shen, L. & Fan, L., 2024, Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Proceedings. Liu, Q., Wang, H., Ji, R., Ma, Z., Zheng, W., Zha, H., Chen, X. & Wang, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 247-258 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14425 LNCS).

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

1 Citation (Scopus)

Machine Learning-Assisted design of boron and nitrogen doped graphene nanosheets with tailored thermomechanical properties

Hamed Mashhadzadeh, A., Zarghami Dehaghani, M., Hamed Mashhadzadeh, A., Kadyr, A., Golman, B., Spitas, C. & Kostas, K. V., May 2024, In: Computational Materials Science. 240, 112998.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

Machine Learning for Android Malware Detection: Mission Accomplished? A Comprehensive Review of Open Challenges and Future Perspectives

Guerra-Manzanares, A., Mar 2024, In: Computers & Security. 138, 103654.

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

Open Access

10 Citations (Scopus)

Magnet Haptic: Using Magnets and Conductive Ink to Self-fabricate Interactive VR Devices

Yao, C., Feng, S., Huang, S., Xue, M., Hu, Y., Ren, H., Ying, F. & Wan, R., 2024, Distributed, Ambient and Pervasive Interactions - 12th International Conference, DAPI 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Proceedings. Streitz, N. A. & Konomi, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 443-455 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14719 LNCS).

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

Magnetic Integration for a Dual Active Bridge Converter Planar Transformer with Accurate Leakage Inductances Estimation

Cai, Y., Gu, C., Li, J., Yang, J., Guenter, S., Buticchi, G. & Zhang, H., 2024, In: IEEE Access. 12, p. 112278-112289 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

MaskDiffuse: Text-Guided Face Mask Removal Based on Diffusion Models

Lu, J., Hou, X., Li, H., Peng, Z., Shen, L. & Fan, L., 2024, Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Proceedings. Liu, Q., Wang, H., Ji, R., Ma, Z., Zheng, W., Zha, H., Chen, X. & Wang, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 435-446 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14430 LNCS).

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

MaxMViT-MLP: Multiaxis and Multiscale Vision Transformers Fusion Network for Speech Emotion Recognition

Ong, K. L., Lee, C. P., Lim, H. S., Lim, K. M. & Alqahtani, A., 2024, In: IEEE Access. 12, p. 18237-18250 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

5 Citations (Scopus)

MPNet-GRUs: Sentiment Analysis With Masked and Permuted Pre-Training for Language Understanding and Gated Recurrent Units

Kai Ning Loh, N., Poo Lee, C., Song Ong, T. & Ming Lim, K., 2024, In: IEEE Access. 12, p. 74069-74080 12 p., 10510290.

Research output: Journal Publication › Article › peer-review

Open Access

6 Citations (Scopus)

Multi-Dataset Multi-Task Learning for COVID-19 Prognosis

Ruffini, F., Tronchin, L., Wu, Z., Chen, W., Soda, P., Shen, L. & Guarrasi, V., 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 - 27th International Conference, Proceedings. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 251-261 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15012 LNCS).

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

1 Citation (Scopus)

Multi-objective design optimization of a transonic axial fan stage using sparse active subspaces

Adjei, R. A. & Fan, C., 2024, In: Engineering Applications of Computational Fluid Mechanics. 18, 1, 2325488.

Research output: Journal Publication › Article › peer-review

Open Access

2 Citations (Scopus)

Multi-Objective Optimal Energy Management of Nanogrid Using Improved Pelican Optimization Algorithm

Jamal, S., Pasupuleti, J., Rahmat, N. A. & Tan, N. M. L., 21 Mar 2024, In: IEEE Access. 12, p. 41954-41966 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

5 Citations (Scopus)

NegCosIC: Negative Cosine Similarity-Invariance- Covariance Regularization for Few-Shot Learning

Liu, W. H., Lim, K. M., Ong, T. S. & Lee, C. P., 2024, In: IEEE Access. 12, p. 52867-52877 11 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Oscillatory flow driven microdroplet breakup dynamics and microparticle formation in LMPA-water two phase flow system

Guo, Y., Liu, Y., Hou, T., Zhang, X., Gao, J., He, J., Wang, C., Wang, J., Zhao, Q., Chan, Y. & Ren, Y., 2024, In: Engineering Applications of Computational Fluid Mechanics. 18, 1, 2315972.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Output Feedback Fault Tolerant Control for Linear Parameter Varying Plants Considering Imperfect Fault Information

Azeem, O., Hamayun, M. T., Ijaz, S. & Tariq, K., 2024, In: IEEE Access. 12, p. 12257-12270 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

4 Citations (Scopus)

PAtt-Lite: Lightweight Patch and Attention MobileNet for Challenging Facial Expression Recognition: Lightweight Patch and Attention MobileNet for Challenging Facial Expression Recognition

Ngwe, J. L., Lim, K. M., Lee, C. P., Ong, T. S. & Alqahtani, A., 2024, In: IEEE Access. 12, p. 79327-79341 15 p.

Research output: Journal Publication › Article › peer-review

Open Access

5 Citations (Scopus)

Perceptions of Ambivalence in Cause-Related Marketing: Exploring the Impact of Mixed Motivational Signals on Consumer Evaluations

Wang, Y., Chen, Y., Fang, J. & Xiong, B., 2024, In: Proceedings of the International Conference on Electronic Business (ICEB). 24, p. 319-328 10 p.

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

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