Zhang, B., Qin, H., Zhang, Y., Li, M., Qin, D., Guo, X., Li, M. and Guo, C. et al. (2025) 'Multi-granularity PM2.5 concentration long sequence prediction model combined with spatial–temporal graph'. Environmental Modelling and Software, 188. pp. 1 - 11. ISSN: 1364-8152

An, D., Yang, Y., Gao, X., Qi, H., Yang, Y., Ye, X., Li, M. and Zhao, Q. et al. (2025) 'Reinforcement learning-based secure training for adversarial defense in graph neural networks'. Neurocomputing, 630. pp. 1 - 14. ISSN: 0925-2312

Chen, X., Chen, Y., Song, J., Jin, Y., Zhang, H., Li, M. and Nandi, A. et al. (2025) 'Research on fine-grained visual classification methods for carbon deposit images based on deep convolutional neural networks'. Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 0 (ahead of print). pp. 1 - 14. ISSN: 0954-4070

Gao, H., Jin, Y., Li, M., Chen, Y., Zang, J. and Fan, X. (2024) 'Bonding Defect Detection Based on Improved Single Shot MultiBox Detector'. Computing and Informatics, 43 (6). pp. 1432 - 1454. ISSN: 1335-9150 Open Access Link

Datiri, DD. and Li, M. (2024) 'Secure and Efficient Blockchain Scheme for Resource Optimization in Internet of Things (IoT) Systems'. Computing and Informatics, 43 (5). pp. 1084 - 1110. ISSN: 1335-9150 Open Access Link

Zhang, B., Xu, L., Liu, K-H., Yang, R., Li, M-Z. and Guo, X-Y. (2024) 'Piecewise convolutional neural network relation extraction with self-attention mechanism'. Pattern Recognition, 159. pp. 1 - 10. ISSN: 0031-3203 Open Access Link

Wang, W., Wang, X., Liu, Y., Ren, Y., Li, M. and Nandi, AK. (2024) 'Research on Indoor Positioning Technology of WSN based on T-RL Partition Path Model'. Journal of Communications and Information Networks, 9 (3). pp. 219 - 232. ISSN: 2096-1081 Open Access Link

Cheng, K., Tang, J., Gu, H., Wan, H. and Li, M. (2024) 'Cross-Block Sparse Class Token Contrast for Weakly Supervised Semantic Segmentation'. IEEE Transactions on Circuits and Systems for Video Technology, 34 (12). pp. 13004 - 13015. ISSN: 1051-8215 Open Access Link

Zhao, X., Wu, Y., Zhao, T., Wang, F. and Li, M. (2024) 'Federated deep reinforcement learning for task offloading and resource allocation in mobile edge computing-assisted vehicular networks'. Journal of Network and Computer Applications, 229 (September 2024). pp. 1 - 13. ISSN: 1084-8045

Zhao, Q., Wu, P., Lian, J., An, D. and Li, M. (2024) 'TaneNet: Two-Level Attention Network Based on Emojis for Sentiment Analysis'. IEEE Access, 12. pp. 86106 - 86119.Open Access Link

Wang, Z., Zhang, B., Yang, R., Guo, C. and Li, M. (2024) 'DAGCN: Distance-based and Aspect-oriented Graph Convolutional Network for Aspect-based Sentiment Analysis'.Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024). Mexico City, Mexico. 16 - 21 June. Association for Computational Linguistics. pp. 1863 - 1876.Open Access Link

Zhang, B., Chen, W., Li, M-Z., Guo, X., Zheng, Z. and Yang, R. (2024) 'MGAtt-LSTM: A multi-scale spatial correlation prediction model of PM2.5 concentration based on multi-graph attention'. Environmental Modelling and Software, 179 (August 2024). pp. 1 - 11. ISSN: 1364-8152

Huang, Q., Chen, Y., Wang, Z., Chen, X., Nandi, A., Li, M. and Jin, Y. et al. (2024) 'Research On Discrimination Method Of Carbon Deposit Degree Of Automobile Engine Based On Deep Learning'. Computing and Informatics, 43 (1). pp. 126 - 148. ISSN: 1335-9150 Open Access Link

Zhang, B., Sui, W., Huang, Z., Li, M. and Qi, M. (2024) 'Normalizing flow based uncertainty estimation for deep regression analysis'. Neurocomputing, 585. pp. 1 - 9. ISSN: 0925-2312 Open Access Link

Zhao, Q., Miao, Y., An, D., Lian, J. and Li, M. (2024) 'HGNN-QSSA: Heterogeneous Graph Neural Networks With Quantitative Sampling and Structure-Aware Attention'. IEEE Access, 12. pp. 25512 - 25524.Open Access Link

Zhao, X., Zhao, T., Wang, F., Wu, Y. and Li, M. (2024) 'SAC-based UAV mobile edge computing for energy minimization and secure data transmission'. Ad Hoc Networks, 157. pp. 1 - 13. ISSN: 1570-8705

Li, M., Xiong, N., Chen, J., Xiao, Z., Li, K. and Wang, L. (2024) 'Preface'. Icnc Fskd 2024 20th International Conference on Natural Computation Fuzzy Systems and Knowledge Discovery. pp. 1 - 11.

Zhang, B., Liu, Y., Yong, R., Zou, G., Yang, R., Pan, J. and Li, M. et al. (2023) 'A spatial correlation prediction model of urban PM2.5 concentration based on deconvolution and LSTM'. Neurocomputing, 0 (accepted, in press). pp. 1 - x. ISSN: 0925-2312 Open Access Link

Wang, W., Yang, W., Li, M., Zhang, Z. and Du, W. (2023) 'A Novel Approach for Apple Freshness Prediction Based on Gas Sensor Array and Optimized Neural Network'. Sensors, 23 (14). pp. 1 - 13. ISSN: 1424-8220 Open Access Link

Li, M., Que, W., Geng, Z., Li, M., Kou, Z., Chen, J., Guo, C. and Zhang, B. et al. (2023) 'Cold-start item recommendation for representation learning based on heterogeneous information networks with fusion side information'. Future Generation Computer Systems, 149. pp. 227 - 239. ISSN: 0167-739X

Zhang, B., Wang, Z., Lu, Y., Li, M-Z., Yang, R., Pan, J. and Kou, Z. et al. (2023) 'Air pollutant diffusion trend prediction based on deep learning for targeted season—North China as an example'. Expert Systems with Applications, 232. pp. 1 - 15. ISSN: 0957-4174

Datiri, DD. and Li, M. (2023) 'A Cluster enabled Blockchain-based Data management for IoT systems'.24th International Carpathian Control Conference (ICCC). Miskolc-Szilvásvárad, Hungary. 12 - 14 June. IEEE. pp. 88 - 92.

Zhao, X., Liu, M. and Li, M. (2023) 'Task offloading strategy and scheduling optimization for internet of vehicles based on deep reinforcement learning'. Ad Hoc Networks, 147. pp. 1 - 13. ISSN: 1570-8705

Rahi, B., Maozhen, L. and Qi, M. (2023) 'A Review of Techniques on Gait-Based Person Re-Identification'. International Journal of Network Dynamics and Intelligence, 2 (1). pp. 66 - 92.Open Access Link

Li, M., Zhang, X., Li, M., Chen, Y., Bai, Y., Zhang, B. and Yang, R. et al. (2023) 'Modeling Group Opinion Evolution on Online Social Networks: A Gravitational Field Perspective'. IEEE Transactions on Computational Social Systems, 0 (ahead of print). pp. 1 - 12. ISSN: 2329-924X

Datiri, DD. and Li, M. (2023) 'Load Balancing for Resource Optimization in Internet of Things (IOT) Systems'. Computing and Informatics, 41 (6). pp. 1425 - 1445. ISSN: 1335-9150 Open Access Link

Yang, H., Jiang, Y., Nie, W., Deng, F. and Li, M. (2023) 'PointVotes: A Deep Learing Point Cloud Model for Tire Bubble Defect Detection'. Computing and Informatics, 41 (6). pp. 1446 - 1464. ISSN: 1335-9150 Open Access Link

Pan, J., Li, H., Teng, J., Zhao, Q. and Li, M. (2023) 'Dynamic Network Representation Learning Method Based on Improved GRU Network'. Computing and Informatics, 41 (6). pp. 1491 - 1509. ISSN: 1335-9150 Open Access Link

Amjad, M., Taylor, G., Huang, Z., Li, M. and Lai, CS. (2023) 'Performance Optimization of a Blockchain-Enabled Information and Data Exchange Platform for Smart Grids'. Electronics, 12 (6). pp. 1 - 15.Open Access Link

Datiri, DD. and Li, M. (2023) 'Effects of Particle Swarm Optimisation on a Hybrid Load Balancing Approach for Resource Optimisation in Internet of Things'. Sensors, 23 (4). pp. 1 - 22. ISSN: 1424-8220 Open Access Link

Cheng, K., Yan, L., Ding, Y., Zhou, H., Li, M. and Ghafoor, HA. (2023) 'Sonar image garbage detection via global despeckling and dynamic attention graph optimization'. Neurocomputing, 529. pp. 152 - 165. ISSN: 0925-2312

Xiong, N., Li, M., Li, K., Xiao, Z., Liao, L. and Wang, L. (2023) 'Preface'.

Zhang, B., Mi, Y., Zhang, L., Zhang, Y., Li, M., Zhai, Q. and Li, M. et al. (2022) 'Dynamic Community Detection Method of a Social Network Based on Node Embedding Representation'. Mathematics, 10 (24). pp. 1 - 22.Open Access Link

Zhang, B., Liu, W., Zhang, Y., Yang, R. and Li, M. (2022) 'Implicit Negative Link Prediction With a Network Topology Perspective'. IEEE Transactions on Computational Social Systems, 0 (ahead of print). pp. 1 - 11.

Xie, Y., Liu, G., Yan, C., Jiang, C., Zhou, M. and Li, M. (2022) 'Learning Transactional Behavioral Representations for Credit Card Fraud Detection'. IEEE Transactions on Neural Networks and Learning Systems, 0 (ahead of print). pp. 1 - 14. ISSN: 2162-237X Open Access Link

Shu, L., Rodrigues, JJPC., Cohn, AG., Mao, Q. and Li, M. (2022) 'Editor’s Note'. International Journal of Interactive Multimedia and Artificial Intelligence, 7 (5). pp. 4 - 4. ISSN: 1989-1660 Open Access Link

Zhang, B., Zou, G., Qin, D., Ni, Q., Mao, H. and Li, M. (2022) 'RCL-Learning: ResNet and convolutional long short-term memory-based spatiotemporal air pollutant concentration prediction model'. Expert Systems with Applications, 207. pp. 1 - 15. ISSN: 0957-4174

Zhao, X., Huang, G., Jiang, J., Gao, L. and Li, M. (2022) 'Task offloading of cooperative intrusion detection system based on Deep Q Network in mobile edge computing'. Expert Systems with Applications, 206. pp. 1 - 11. ISSN: 0957-4174

Zhang, B., Hu, Y., Xu, D., Li, M. and Li, M. (2022) 'SKG-Learning: a deep learning model for sentiment knowledge graph construction in social networks'. Neural Computing and Applications, 34 (13). pp. 11015 - 11034. ISSN: 0941-0643

Zhang, B., Liu, K., Wang, H., Li, M. and Pan, J. (2022) 'Chinese named-entity recognition via self-attention mechanism and position-aware influence propagation embedding'. Data and Knowledge Engineering, 139. pp. 1 - 14. ISSN: 0169-023X

Gong, Y., Yao, H., Wang, J., Li, M. and Guo, S. (2022) 'Edge Intelligence-Driven Joint Offloading and Resource Allocation for Future 6G Industrial Internet of Things'. IEEE Transactions on Network Science and Engineering, 11 (6). pp. 5644 - 5655.Open Access Link

Li, S., Liang, Y. and Li, M. (2022) 'RRS: An Explainable Model Scale Search Strategy', inLecture Notes on Data Engineering and Communications Technologies. Cham, Switzerland : Springer, Cham. , 89. pp. 3 - 10. ISBN 10: 3-030-89698-6. ISBN 13: 978-3-030-89697-3.

Liang, Y., Li, M., Jiang, C. and Liu, G. (2021) 'CEModule: A Computation Efficient Module for Lightweight Convolutional Neural Networks'. IEEE Transactions on Neural Networks and Learning Systems, 34 (9 (2023)). pp. 6069 - 6080. ISSN: 2162-237X Open Access Link

Liang, Y., Li, M. and Jiang, C. (2021) 'Generating self-attention activation maps for visual interpretations of convolutional neural networks'. Neurocomputing, 490. pp. 206 - 216. ISSN: 0925-2312 Open Access Link

Cheng, K., Liu, Q., Tahir, R., Wang, L. and Li, M. (2021) 'Logical Topology Inference via CPGCN Joint Optimizing With Pedestrian Re-Id'. IEEE Transactions on Neural Networks and Learning Systems, 34 (8). pp. 5099 - 5111. ISSN: 2162-237X Open Access Link

Luo, X., Zhong, Y., Wang, Z. and Li, M. (2021) 'An Alternating-Direction-Method of Multipliers-Incorporated Approach to Symmetric Non-Negative Latent Factor Analysis'. IEEE Transactions on Neural Networks and Learning Systems, 34 (8). pp. 4826 - 4840. ISSN: 2162-237X

Zhao, X., Huang, G., Jiang, J., Gao, L. and Li, M. (2021) 'Research on lightweight anomaly detection of multimedia traffic in edge computing'. Computers and Security, 111. pp. 1 - 16. ISSN: 0167-4048

Meng, H., Lei, T., Li, M., Li, K., Xiong, N. and Wang, L. (2021) 'Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery'. Springer International Publishing. ISSN 10: 3030706656 ISSN 13: 9783030706654

Zhang, F., Meng, H., Li, M., Cui, R. and Liu, C. (2021) 'Music Emotion Recognition Based on Chord Identification'.The International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery ICNC-FSKD 2020. Xi'an, China (virtual). 27 - 21 December. Springer International Publishing. pp. 956 - 963. ISSN: 2367-4512 Open Access Link

Cheng, K., Wang, N. and Li, M. (2021) 'Interpretability of Deep Learning: A Survey', in Meng, H., Lei, T., Li, M., Li, K., Xiong, N. and Wang, L. (eds.) Lecture Notes on Data Engineering and Communications Technologies. Cham : Springer. , 88. pp. 475 - 486. ISBN 10: 3-030-70665-6. ISBN 13: 978-3-030-70664-7.