Research output per year
Research output per year
Search results
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2025
A Hybrid Optimization Algorithm for a Multi-Objective Aircraft Loading Problem with Complex Constraints
Zhang, B., Yao, Y., Kan, H. Y., Chan, M. P., Lam, C. T. & Im, S. K., 2025, (Accepted/In press) In: IEEE Access.Research output: Contribution to journal › Article › peer-review
Open Access -
A Survey on Consensus Algorithms for Distributed Wireless Networks
Ji, J. C., Lam, C. T. & Ng, B., 2025, International Conference Optoelectronic Information and Optical Engineering, OIOE 2024. Yue, Y. & Leng, L. (eds.). SPIE, 1351314. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13513).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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CCA-YOLO: Channel and Coordinate Aware-Based YOLO for Photovoltaic Cell Defect Detection in Electroluminescence Images
Bao, J., Yuan, X., Wu, Q., Lam, C. T., Ke, W. & Li, P., 2025, In: IEEE Transactions on Instrumentation and Measurement. 74, 5009412.Research output: Contribution to journal › Article › peer-review
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DFE: Deep Flow Embedding for Robust Network Traffic Classification
Wang, Z., Zhang, A., Li, H. C., Yin, Y., Chen, W., Lam, C. T., Mak, P. U., Vai, M. I., Gao, Y. & Pun, S. H., 2025, (Accepted/In press) In: IEEE Transactions on Network Science and Engineering.Research output: Contribution to journal › Article › peer-review
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Dual Hypergraph Convolution Networks for Image Forgery Localization
Huang, J., Yuan, X., Ke, W. & Lam, C. T., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 334-345 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15322 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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FEN-MRMGCN: A Frontend-Enhanced Network Based on Multi-Relational Modeling GCN for Bus Arrival Time Prediction
Qiu, T., Lam, C. T., Liu, B., Ng, B. K., Yuan, X. & Im, S. K., 2025, In: IEEE Access. 13, p. 5296-5307 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
From Virtual to Reality: A Deep Reinforcement Learning Solution to Implement Autonomous Driving with 3D-LiDAR
Chen, Y., Lam, C. T., Pau, G. & Ke, W., Feb 2025, In: Applied Sciences (Switzerland). 15, 3, 1423.Research output: Contribution to journal › Article › peer-review
Open Access -
FTN-Assisted SWIPT-NOMA Design for IoT Wireless Networks: A Paradigm in Wireless Efficiency and Energy Utilization
Xu, H., Zhang, C., Wu, Q., Ng, B. K., Lam, C. T. & Yanikomeroglu, H., 2025, In: IEEE Sensors Journal. 25, 4, p. 7431-7444 14 p.Research output: Contribution to journal › Article › peer-review
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LCCDMamba: Visual State Space Model for Land Cover Change Detection of VHR Remote Sensing Images
Huang, J., Yuan, X., Lam, C. T., Wang, Y. & Xia, M., 2025, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 18, p. 5765-5781 17 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Low-Complexity Data-Driven Communication Neural Receivers
Wu, Q., Liang, Y., Ng, B. K., Lam, C. T. & Ma, A. Y., 2025, In: IEEE Access. 13, p. 9325-9334 10 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Recursive and iterative approaches to generate rotation Gray codes for stamp foldings and semi-meanders
Liu, B., Wong, D., Lam, C. T. & Im, M., 21 Mar 2025, In: Theoretical Computer Science. 1031, 115053.Research output: Contribution to journal › Article › peer-review
Open Access -
RIS-assisted differential transmitted spatial modulation design
Zhang, C., Liu, Y., Ng, B. K. & Lam, C. T., May 2025, In: Signal Processing. 230, 109767.Research output: Contribution to journal › Article › peer-review
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2024
3MT-Net: A Multi-modal Multi-task Model for Breast Cancer and Pathological Subtype Classification Based on a Multicenter Study
Duan, Y., Pang, P. C. I., He, P., Wang, R., Sun, Y., Liu, C., Zhang, X., Yuan, X., Song, P., Lam, C. T., Cui, L. & Tan, T., 2024, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics. p. 1-12 12 p.Research output: Contribution to journal › Article › peer-review
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A Graph-Based Framework for Traffic Forecasting and Congestion Detection Using Online Images From Multiple Cameras
Liu, B., Lam, C. T., Ng, B. K., Yuan, X. & Im, S. K., 2024, In: IEEE Access. 12, p. 3756-3767 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A Multimodal Behavior Recognition Network with Interconnected Architectures
Long, N., Un, K. S., Xiong, C., Li, Z., Chen, S., Tan, T., Lam, C. T. & Sun, Y., 2024, 2024 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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An accurate slicing method for dynamic time warping algorithm and the segment-level early abandoning optimization
Luo, Y., Ke, W., Lam, C. T. & Im, S. K., 27 Sept 2024, In: Knowledge-Based Systems. 300, 112231.Research output: Contribution to journal › Article › peer-review
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Analyzing the Interpretability of Machine Learning Prediction on Student Performance Using SHapley Additive exPlanations
Choi, W. C., Lam, C. T. & Mendes, A. J., 2024, 2024 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2024 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A novel blockchain-watermarking mechanism utilizing interplanetary file system and fast walsh hadamard transform
Liu, T., Lai, S. N., Yuan, X., Liu, Y. & Lam, C. T., 20 Sept 2024, In: iScience. 27, 9, 110821.Research output: Contribution to journal › Article › peer-review
Open Access -
A PARAMETERIZED GENERATIVE ADVERSARIAL NETWORK USING CYCLIC PROJECTION FOR EXPLAINABLE MEDICAL IMAGE CLASSIFICATIONS
Xiong, X., Sun, Y., Liu, X., Lam, C. T., Tong, T., Chen, H., Gao, Q., Ke, W. & Tan, T., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7310-7314 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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ARGA-Unet: Advanced U-net segmentation model using residual grouped convolution and attention mechanism for brain tumor MRI image segmentation
XUN, S., ZHANG, Y., DUAN, S., WANG, M., CHEN, J., TONG, T., GAO, Q., LAM, C., HU, M. & TAN, T., Jun 2024, In: Virtual Reality and Intelligent Hardware. 6, 3, p. 203-216 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Automatic Lane Discovery and Traffic Congestion Detection in a Real-Time Multi-Vehicle Tracking Systems
Wang, L., Law, K. L. E., Lam, C. T., NG, KOON. KEI. BENJAMIN., Ke, W. & Im, M., 2024, In: IEEE Access. 12, p. 161468-161479 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Benchmarking Machine Learning Algorithms for Epilepsy Detection on Multi-Age Datasets
Liu, M., Xie, X., Cao, K., Wang, X., Tan, T., Lam, C. T. & Sun, Y., 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Characterization and Optimization of Coding Performance in Downlink NOMA with Finite-Alphabet Inputs and Finite Blocklength
Ng, B. K. & Lam, C. T., 1 Apr 2024, In: IEEE Transactions on Wireless Communications. 23, 4, p. 2796-2811 16 p.Research output: Contribution to journal › Article › peer-review
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CLG: Contrastive Label Generation with Knowledge for Few-Shot Learning
Ma, H., Fan, B., Ng, B. K. & Lam, C. T., Feb 2024, In: Mathematics. 12, 3, 472.Research output: Contribution to journal › Article › peer-review
Open Access -
Complex-Valued Neural Network Detection for RIS-Assisted Generalized Spatial Modulation
Liu, Y., Zhang, C., Ng, B. K. & Lam, C. T., 2024, 2024 IEEE 100th Vehicular Technology Conference, VTC 2024-Fall - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Vehicular Technology Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Definition and implementation of the Cloud Infrastructure for the integration of the Human Digital Twin in the Social Internet of Things
Girau, R., Anedda, M., Presta, R., Corpino, S., Ruiu, P., Fadda, M., Lam, C. T. & Giusto, D., Sept 2024, In: Computer Networks. 251, 110632.Research output: Contribution to journal › Article › peer-review
Open Access -
Distance guided generative adversarial network for explainable medical image classifications
Xiong, X., Sun, Y., Liu, X., Ke, W., Lam, C. T., Chen, J., Jiang, M., Wang, M., Xie, H., Tong, T., Gao, Q., Chen, H. & Tan, T., Dec 2024, In: Computerized Medical Imaging and Graphics. 118, 102444.Research output: Contribution to journal › Article › peer-review
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EEBA: Efficient and ergonomic Big-Arm for distant object manipulation in VR
Wu, J., Wang, L., Im, S. K. & Lam, C. T., Aug 2024, In: International Journal of Human Computer Studies. 188, 103273.Research output: Contribution to journal › Editorial
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Effective Detection of Cloud Masks in Remote Sensing Images
Cui, Y., Shen, H. & Lam, C. T., Dec 2024, In: Sensors. 24, 23, 7730.Research output: Contribution to journal › Article › peer-review
Open Access -
Encryption-then-embedding-based hybrid data hiding scheme for medical images
Meng, B., Yuan, X., Zhang, Q., Lam, C. T. & Huang, G., Jan 2024, In: Journal of King Saud University - Computer and Information Sciences. 36, 1, 101932.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhancing Video Grounding with Dual-Path Modality Fusion on Animal Kingdom Datasets
Xiong, C., Chen, Z., Long, N., Un, K. S., Li, Z., Chen, S., Tan, T., Lam, C. T. & Sun, Y., 2024, 2024 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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F3Net: Feature Filtering Fusing Network for Change Detection of Remote Sensing Images
Huang, J., Yuan, X., Lam, C. T. & Huang, G., 2024, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 10621-10635 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Generating Cyclic 2-Gray Codes for Fibonacci q-Decreasing Words
Wong, D., Liu, B., Lam, C. T. & Im, M., 2024, WALCOM: Algorithms and Computation - 18th International Conference and Workshops on Algorithms and Computation, WALCOM 2024, Proceedings. Uehara, R., Yamanaka, K. & Yen, H-C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 91-102 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14549 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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How Phase Errors Influence Phase-Dependent Amplitudes in Near-Field RISs?
Wang, K., Chen, R., Lam, C. T., Ng, B. K. & Zhang, C., 2024, 2024 IEEE 100th Vehicular Technology Conference, VTC 2024-Fall - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Vehicular Technology Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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How Various Educational Features Influence Programming Performance in Primary School Education
Choi, W. C., Lam, C. T. & Mendes, A. J., 2024, EDUCON 2024 - IEEE Global Engineering Education Conference, Proceedings. IEEE Computer Society, (IEEE Global Engineering Education Conference, EDUCON).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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HRNet: Deep Massive MIMO CSI Feedback with Hypernetworks
Cen, X., Lam, C. T., Ng, B. & IM, SIO. KEI., 2024, 2024 9th International Conference on Signal and Image Processing, ICSIP 2024. Institute of Electrical and Electronics Engineers Inc., p. 500-504 5 p. (2024 9th International Conference on Signal and Image Processing, ICSIP 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Hypernetwork Based Model-Driven Channel Neural Decoding
Liang, Y., Lam, C. T., Wu, Q., Ng, B. K. & Im, S. K., 2024, In: IEEE Access. 12, p. 73228-73237 10 p., 10530040.Research output: Contribution to journal › Article › peer-review
Open Access -
IvyGPT: InteractiVe Chinese Pathway Language Model in Medical Domain
Wang, R., Duan, Y., Lam, C. T., Chen, J., Xu, J., Chen, H., Liu, X., Pang, P. C. I. & Tan, T., 2024, Artificial Intelligence - Third CAAI International Conference, CICAI 2023, Revised Selected Papers. Fang, L., Pei, J., Zhai, G. & Wang, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 378-382 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14474 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Large kernel convolution application for land cover change detection of remote sensing images
Huang, J., Yuan, X., Lam, C. T., Ke, W. & Huang, G., Aug 2024, In: International Journal of Applied Earth Observation and Geoinformation. 132, 104077.Research output: Contribution to journal › Article › peer-review
Open Access -
Low-Complexity Neural Belief Propagation Decoding Algorithm Based on Tensor Ring Decomposition
Liang, Y., Lam, C. T., Wu, Q., Ng, B. K. & Im, S. K., 2024, (Accepted/In press) In: IEEE Transactions on Cognitive Communications and Networking.Research output: Contribution to journal › Article › peer-review
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LungNeXt: A novel lightweight network utilizing enhanced mel-spectrogram for lung sound classification
Wang, F., Yuan, X., Liu, Y. & Lam, C. T., Oct 2024, In: Journal of King Saud University - Computer and Information Sciences. 36, 8, 102200.Research output: Contribution to journal › Article › peer-review
Open Access -
Machine Learning Based Blind Signal Detection for Ambient Backscatter Communication Systems
Zhu, H., Zhan, J., Lam, C. T., Chen, B. & Ng, B. K., 2024, (Accepted/In press) In: IEEE Transactions on Cognitive Communications and Networking.Research output: Contribution to journal › Article › peer-review
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MMQW: Multi-Modal Quantum Watermarking Scheme
Xing, Z., Lam, C. T., Yuan, X., Im, S. K. & Machado, P., 2024, In: IEEE Transactions on Information Forensics and Security. 19, p. 5181-5195 15 p.Research output: Contribution to journal › Article › peer-review
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Monte Carlo Reinforcement Learning for Cooperative Spectrum Sensing in Decision Fusion
Wu, Q., Ng, B. K., Zhu, H. & Lam, C. T., 2024, Quality, Reliability, Security and Robustness in Heterogeneous Systems - 19th EAI International Conference, QShine 2023, Proceedings. Leung, V. C. M., Li, H., Hu, X. & Ning, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 211-225 15 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 574 LNICST).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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MSFGNet: Multi-Scale Features Gathering Network for Change Detection of Remote Sensing Images
Huang, J., Yuan, X., Lam, C. T. & Ke, W., 2024, 2024 IEEE International Conference on Multimedia and Expo, ICME 2024. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Multi-Agent Deep Reinforcement Learning Joint Beamforming for Slicing Resource Allocation
Yan, D., Ng, B. K., Ke, W. & Lam, C. T., 1 May 2024, In: IEEE Wireless Communications Letters. 13, 5, p. 1220-1224 5 p.Research output: Contribution to journal › Article › peer-review
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Multimodal Interface for Games: A Case Study with TinyML
Xie, H., Hou, L. C., Chau, L. T., Weng, L. K., Wang, X., Guo, Y., Delnevo, G., Ceccarini, C., Lam, C. T. & Tang, S. K., 2024, 2024 IEEE 21st Consumer Communications and Networking Conference, CCNC 2024. Institute of Electrical and Electronics Engineers Inc., p. 823-826 4 p. (Proceedings - IEEE Consumer Communications and Networking Conference, CCNC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Multi-risk factors joint prediction model for risk prediction of retinopathy of prematurity
Chen, S., Zhao, X., Wu, Z., Cao, K., Zhang, Y., Tan, T., Lam, C. T., Xu, Y., Zhang, G. & Sun, Y., Jun 2024, In: EPMA Journal. 15, 2, p. 261-274 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Neural-Network-Assisted Multi-Dimensional Constellation Design for Downlink NOMA Systems
Ng, B. K., Lam, C. T., Law, E. K. L., Curado, M. & Monteiro, E., 2024, 2024 17th International Conference on Signal Processing and Communication Systems, ICSPCS 2024 - Proceedings. Wysocki, B. J. & Wysocki, T. A. (eds.). Institute of Electrical and Electronics Engineers Inc., (2024 17th International Conference on Signal Processing and Communication Systems, ICSPCS 2024 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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NGQR: A Novel Generalized Quantum Image Representation
Xing, Z., Yuan, X., Lam, C. T. & Machado, P., 2024, (Accepted/In press) In: IEEE Transactions on Emerging Topics in Computing.Research output: Contribution to journal › Article › peer-review