Professor Hongying Meng
Professor
Al-Alousi, A., Li, M. and Meng, H. (2025) 'Vendor-Independent Design Space Exploration and Resource Optimisation Framework for 3D Networks-on-Chip Using Hypergraph-Genetic Algorithm Integration'. IEEE Transactions on Computer - Aided Design of Integrated Circuits and Systems, 0 (Early Access). pp. 1 - 14. ISSN: 0278-0070 Open Access Link
Song, H., Gong, J., Jia, H., Shen, X., Gou, J., Meng, H. and et al. (2025) 'Representation Sampling and Hybrid Transformer Network for Image Compressed Sensing'. IEEE Transactions on Circuits and Systems for Video Technology, 0 (early access). pp. 1 - 15. ISSN: 1051-8215 Open Access Link
Liu, Y., Meng, H., Swash, MR., Huang, Y. and Yan, C. (2025) 'Holoscopic 3D Imaging Systems: A Review of History, Recent Advances and Future Directions'. Applied Sciences, 15 (18). pp. 1 - 22.Open Access Link
Dai, D., Zhang, X., Wu, Z., Meng, H. and Zhang, Z. (2025) 'A Keypoint‐Guided Feature Partition Network for Occluded Person Re‐Identification'. CAAI Transactions on Intelligence Technology, 0 (ahead of print). pp. 1 - 13. ISSN: 2468-6557 Open Access Link
Huang, J., Jiang, X., Li, X., Wu, J., Li, G., Meng, H. and et al. (2025) 'Multi-scale Lipschitz Neural Fields Incorporating Frequency Decoupling for medical image registration'. Biomedical Signal Processing and Control, 112 (Part A (February 2026)). pp. 1 - 14. ISSN: 1746-8094 Open Access Link
Song, H., Qian, Y., Mehta, S., Gou, J., Meng, H. and Shen, X. (2025) 'Robust deep dictionary learning via self-expression neighbor atom enhancement'. Expert Systems with Applications, 296 (`part B). pp. 1 - 12. ISSN: 0957-4174 Open Access Link
Li, X., Wang, L., Tao, W., Meng, H., Li, H., He, J., et al. (2025) 'MWFNet: A multi-level wavelet fusion network for hippocampal subfield segmentation'. Journal of King Saud University Computer and Information Sciences, 37 (5). ISSN: 1319-1578
Wu, J., Lin, J., Jiang, X., Zheng, W., Zhong, L., Pang, Y., et al. (2025) 'Dual-Domain deep prior guided sparse-view CT reconstruction with multi-scale fusion attention'. Scientific Reports, 15 (1). pp. 1 - 12. ISSN: 2045-2322 Open Access Link
Yildiz, AS., Meng, H. and Swash, MR. (2025) 'Real-Time Object Detection and Distance Measurement Enhanced with Semantic 3D Depth Sensing Using Camera–LiDAR Fusion'. Applied Sciences, 15 (10). pp. 1 - 36.Open Access Link
Liu, P., Lai, Q., Li, H., Zhao, C., Wang, Q. and Meng, H. (2025) 'Self-Supervised Hyperbolic Spectro-Temporal Graph Convolution Network for Early 3D Behavior Prediction'. IEEE Transactions on Cognitive and Developmental Systems, 0 (early access). pp. 1 - 15. ISSN: 2379-8920 Open Access Link
Wang, X., Cretu, I. and Meng, H. (2025) 'A Cryptocurrency Price Forecasting Model by Integrating Empirical Mode Decomposition and LSTM Neural Networks'. Artificial Intelligence and Applications, 0 (early online). pp. 1 - 11.Open Access Link
Wu, J., Lin, J., Pang, Y., Jiang, X., Li, X., Meng, H., et al. (2025) 'Cascaded Frequency-Encoded Multi-Scale Neural Fields for Sparse-View CT Reconstruction'. IEEE Transactions on Computational Imaging, 11. pp. 237 - 250. ISSN: 2573-0436 Open Access Link
Tindale, A., Cretu, I., Gomez, N., Haynes, R., Meng, H., Mason, MJ. and et al. (2025) 'Central venous pressure as a method of optimising atrio-ventricular delay after cardiac surgery'. PLoS One, 20 (1). pp. 1 - 13. ISSN: 1932-6203 Open Access Link
Liu, S., Huang, E., Xu, Y., Wang, K., Kui, X., Lei, T. and et al. (2025) 'Lightweight Facial Attractiveness Prediction Using Dual Label Distribution'. IEEE Transactions on Cognitive and Developmental Systems, 17 (4). pp. 953 - 963. ISSN: 2379-8920 Open Access Link
Yildiz, AS., Meng, H. and Swash, MR. (2024) 'YOLOv8-LiDAR Fusion: Increasing Range Resolution Based on Image Guided-Sparse Depth Fusion in Self-Driving Vehicles', in Huda, MN., Wang, M. and Kalganova, T. (eds.) Lecture Notes in Computer Science. Cham : Springer. , 15051 LNAI. pp. 383 - 396. ISBN 10: 3-031-72059-8. ISBN 13: 978-3-031-72058-1. Open Access Link
Shen, Z., Li, G., Xia, R., Meng, H. and Huang, Z. (2024) 'A Lightweight Object Counting Network Based On Density Map Knowledge Distillation'. IEEE Transactions on Circuits and Systems for Video Technology, 35 (2). pp. 1492 - 1505. ISSN: 1051-8215 Open Access Link
Wang, T., Meng, H., Zhang, F. and Qin, R. (2024) 'Fault Detection of Wheelset Bearings through Vibration-Sound Fusion Data Based on Grey Wolf Optimizer and Support Vector Machine'. Technologies, 12 (9). pp. 1 - 14.Open Access Link
Chen, Z., Wang, W., Zhao, Z., Su, F., Men, A. and Meng, H. (2024) 'PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization.'.The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024. Seattle, WA, USA. 16 - 22 June. IEEE. pp. 23501 - 23511. ISSN: 1063-6919 Open Access Link
Meng, H., Almatrouk, B. and Swash, RM. (Accepted) 'Holoscopic 3D Image Simulator for Blender'. [Computer program].
Almatrouk, B., Meng, H. and Swash, MR. (2024) 'Holoscopic Elemental-Image-Based Disparity Estimation Using Multi-Scale, Multi-Window Semi-Global Block Matching'. Applied Sciences, 14 (8). pp. 1 - 23.Open Access Link
Wang, T., Meng, H., Qin, R., Zhang, F. and Nandi, AK. (2024) 'Real-Time Monitoring of Wind Turbine Bearing Using Simple Neural Network on Raspberry Pi'. Applied Sciences, 14 (7). pp. 1 - 14.Open Access Link
Cretu, I., Tindale, A., Abbod, M., Balachandran, W., Khir, AW. and Meng, H. (2024) 'A comparison of different methods to maximise signal extraction when using central venous pressure to optimise atrioventricular delay after cardiac surgery'. IJC Heart and Vasculature, 51. pp. 1 - 9. ISSN: 2352-9067 Open Access Link
Song, H., Gong, J., Meng, H. and Lai, Y. (2024) 'Multi-Cross Sampling and Frequency-Division Reconstruction for Image Compressed Sensing'.The 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24). Vancoucer, BC, Canada. 20 - 27 February. Association for the Advancement of Artificial Intelligence (AAAI). pp. 4909 - 4917. ISSN: 2159-5399 Open Access Link
Zhang, G., Gao, X., Meng, H., Pang, Y. and Nie, X. (2024) 'A self-supervised network-based smoke removal and depth estimation for monocular endoscopic videos'. IEEE Transactions on Visualization and Computer Graphics, 30 (9). pp. 6547 - 6559. ISSN: 1077-2626
Wang, Y., Zhang, Y., Ma, C., Wang, R., Guo, Z., Shen, Y., et al. (2023) 'Neonatal White Matter Damage Analysis using DTI Super-resolution and Multi-modality Image Registration'. International Journal of Neural Systems, 34 (1). pp. 2450001. ISSN: 0129-0657 Open Access Link
Chen, J., Jin, Z., Wang, Q. and Meng, H. (2023) 'Self-supervised 3D Behavior Representation Learning Based on Homotopic Hyperbolic Embedding'. IEEE Transactions on Image Processing, 32. pp. 6061 - 6074. ISSN: 1057-7149 Open Access Link
Cretu, I., Tindale, A., Abbod, M., Khir, A., Balachandran, W. and Meng, H. (2023) 'Reliable Multimodal Heartbeat Classification using Deep Neural Networks'. Journal of Biomedical Engineering and Biosciences, 10. pp. 41 - 52.Open Access Link
Song, H., Ma, H., Si, Y., Gong, J., Meng, H. and Lai, Y. (2023) 'Back projection deep unrolling network for handwritten text image super resolution'. Computers and Electrical Engineering, 111. pp. 1 - 12. ISSN: 0045-7906 Open Access Link
Yuan, S., Lin, W., Hang, B. and Meng, H. (2023) 'Quantum fast corner detection algorithm'. Quantum Information Processing, 22 (8). pp. 1 - 22. ISSN: 1570-0755 Open Access Link
Cretu, I., Tindale, A., Abbod, M., Khir, A., Balachandran, W. and Meng, H. (2023) 'Multimodal Arrhythmia Classification Using Deep Neural Networks'.The 9th World Congress on Electrical Engineering and Computer Systems and Science (best paper award). London, UK. 3 - 5 August. Avestia Publishing. pp. ICBES 152-1 - ICBES 152-8. ISSN: 2369-811X Open Access Link
Almatrouk, B., Meng, H. and Swash, R. (2023) 'Elemental Images Labelling and Grouping to Minimise Disparity Error in Texture-less Regions of Holoscopic Images'.2023 8th International Conference on Image, Vision and Computing (ICIVC). Dalian, China. 27 - 29 July. IEEE. pp. 531 - 536.Open Access Link
Almatrouk, B., Meng, H., Aondoakaa, A. and Swash, R. (2023) 'A New Raw Holoscopic Image Simulator and Data Generation'.2023 8th International Conference on Image, Vision and Computing (ICIVC). Dalian, China. 27 - 29 July. IEEE. pp. 1 - 6.Open Access Link
Faizan, M., Intzes, I., Cretu, I. and Meng, H. (2023) 'Implementation of Deep Learning Models on an SoC-FPGA Device for Real-Time Music Genre Classification'. Technologies, 11 (4). pp. 1 - 22.Open Access Link
Tindale, A., Cretu, I., Meng, H. and Panoulas, V. (2023) 'Complete revascularization is associated with higher mortality in patients with ST-elevation myocardial infarction, multi-vessel disease and shock defined by hyperlactataemia: results from the Harefield Shock Registry incorporating explainable machine learning'. European Heart Journal: Acute Cardiovascular Care, 12 (9). pp. 615 - 623. ISSN: 2048-8726 Open Access Link
Jin, Z., Wang, Y., Wang, Q., Shen, Y. and Meng, H. (2023) 'SSRL: Self-supervised Spatial-temporal Representation Learning for 3D Action recognition'. IEEE Transactions on Circuits and Systems for Video Technology, 34 (1). pp. 274 - 285. ISSN: 1051-8215 Open Access Link
Song, H., Ding, Q., Gong, J., Meng, H. and Lai, Y. (2023) 'SALSA-Net: Explainable Deep Unrolling Networks for Compressed Sensing'. Sensors, 23 (11). pp. 1 - 16. ISSN: 1424-8220 Open Access Link
Cretu, I., Tindale, A., Abbod, M., Balachandran, W., Mason, M., Khir, AW. and et al. (2023) 'Classification of arrhythmias using an LSTM- and GAN-based approach to ECG signal augmentation'.EHRA Congress 2023. Barcelona, Spain. 24 - 18 April. Oxford University Press (OUP). pp. i1007 - i1009. ISSN: 1099-5129 Open Access Link
Du, Y., Zhao, Z., Song, Y., Zhao, Y., Su, F., Gong, T. and et al. (2023) 'StrongSORT: Make DeepSORT Great Again'. IEEE Transactions on Multimedia, 25. pp. 8725 - 8737. ISSN: 1520-9210 Open Access Link
Xia, R., Li, G., Huang, Z., Meng, H. and Pang, Y. (2022) 'Bi-path Combination YOLO for Real-time Few-shot Object Detection'. Pattern Recognition Letters, 165. pp. 91 - 97. ISSN: 0167-8655 Open Access Link
Hu, S., Molaei, AM., Yurduseven, O., Meng, H., Nilavalan, R., Gan, L. and et al. (2022) 'Multistatic MIMO Sparse Imaging Based on FFT and Low Rank Matrix Recovery Techniques'. IEEE Transactions on Microwave Theory and Techniques, 71 (3). pp. 1285 - 1295. ISSN: 0018-9480 Open Access Link
Wang, T., Qin, R., Meng, H., Li, M., Cheng, M. and Liu, Y. (2022) 'Frequency Domain Feature Extraction and Long Short-Term Memory for Rolling Bearing Fault Diagnosis'.2022 International Conference on Machine Learning, Control, and Robotics (MLCR). Suzhou, China. 29 - 31 October. IEEE. pp. 72 - 77.Open Access Link
Lai, Y., Guan, W., Luo, L., Guo, Y., Song, H. and Meng, H. (2022) 'Bayesian Estimation of Inverted Beta Mixture Models With Extended Stochastic Variational Inference for Positive Vector Classification'. IEEE Transactions on Neural Networks and Learning Systems, 35 (5). pp. 6948 - 6962. ISSN: 2162-237X Open Access Link
Huang, Y., Huang, J., Chen, X., Wang, Q. and Meng, H. (2022) 'An End-to-End Heterogeneous Network for Graph Similarity Learning'. Neurocomputing, 504. pp. 210 - 222. ISSN: 0925-2312 Open Access Link
Cretu, I., Tindale, A., Abbod, M., Khir, A., Mason, M., Balachandran, W. and et al. (2022) 'Techniques to aid prediction of pacing dependence at 30 days in patients requiring pacemaker implantation after cardiac surgery'.2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Glasgow, UK. 11 - 15 July. IEEE. pp. 2647 - 2650. ISSN: 2375-7477 Open Access Link
Yang, W., Chen, G., Zhao, Z., Su, F. and Meng, H. (2022) 'iCGPN: Interaction-Centric Graph Parsing Network for Human-Object Interaction Detection'. Neurocomputing, 502. pp. 98 - 109. ISSN: 0925-2312 Open Access Link
Wang, P., Zhao, Z., Su, F. and Meng, H. (2022) 'LTReID: Factorizable Feature Generation with Independent Components for Long-Tailed Person Re-Identification'. IEEE Transactions on Multimedia, 25. pp. 4610 - 4622. ISSN: 1520-9210 Open Access Link
Zhao, K., Chen, T., Chen, L., Fu, X., Meng, H., Yap, MH., et al. (2022) 'Editorial: Facial Expression Recognition and Computing: An Interdisciplinary Perspective'. Frontiers in Psychology, 13. pp. 1 - 2. ISSN: 1664-1078 Open Access Link
Chen, J., Zhao, C., Wang, Q. and Meng, H. (2022) 'HMANet: Hyperbolic Manifold Aware Network for Skeleton-Based Action Recognition'. IEEE Transactions on Cognitive and Developmental Systems, 15 (2). pp. 602 - 614. ISSN: 2379-8920 Open Access Link
Xia, R., Li, G., Huang, Z., Meng, H. and Pang, Y. (2022) 'CBASH: Combined Backbone and Advanced Selection Heads with Object Semantic Proposals for Weakly Supervised Object Detection'. IEEE Transactions on Circuits and Systems for Video Technology, 32 (10). pp. 6502 - 6514. ISSN: 1051-8215 Open Access Link
Qi, M., Yin, T., Cheng, G., Xu, Y., Meng, H., Wang, Y. and et al. (2022) 'Research on Printing Defects Inspection of Solder Paste Images'. Wireless Communications and Mobile Computing, 2022 (Special). pp. 1 - 9. ISSN: 1530-8669 Open Access Link