Jiguang Li

I am conducting research on infrared sensing integrated with artificial intelligence, robotics, and advanced algorithms.  My research focuses on low-power intelligent sensing, anomaly detection, and autonomous decision-making for robotics and  infrastructure monitoring.

• Please visit the Pure Research Information Portal for further information
• A Novel Adaptive Hyperspherical Oversampling Method Based on Extended Natural Neighborhood for Imbalanced Classification, Zhou, Y., Yue, X., Li, J., Liu, X., Sun, W., Li, J. 26 Feb 2026, In: Knowledge-Based Systems
• A Novel Proportional-Integral-Parameter Zeroing Neural Network and Its Application to the Quaternion-Valued Time-Varying Linear Matrix Inequality, Luo, J., Li, J., Xiao, L., Li, J., Ji, W., Holderbaum, W., Qi, P. 8 Dec 2025, In: IEEE Transactions on Emerging Topics in Computing
• A novel smart pressure and temperature sensor with AI, Li, J., Huang, Z., Song, S. 10 Sep 2025, International Conference on Advanced Semiconductors and Communications, ICASC 2025, SPIE
• A Novel ZNN-Based Chaos Synchronization Controller and Its Application in Secure Voice Communications, Luo, J., Li, J., Xiao, L., Li, J. 1 Nov 2025, In: IEEE Transactions on Systems, Man and Cybernetics: Systems
• Face Clustering Using A Novel Density Peaks Clustering Algorithm, Zhou, Y., Cheng, J., Long, J., Li, J., Li, J., Li, J. 7 Dec 2025, In: Neurocomputing
• HARNet: Human Activity Recognition with Spatial-Temporal Features, Li, J., Şiltu, M., Xu, M., Li, J., Huang, Z., Guan, M. 11 Sep 2025, Artificial Neural Networks and Machine Learning – ICANN 2025 - 34th International Conference on Artificial Neural Networks, 2025, Proceedings, Cham, Switzerland, Springer
• KANLoc-WiFi Localization with A Lightweight KAN, Gu, Y., Xu, M., Li, M., Li, J., Li, J., Guan, L., Huang, Z. 12 Sep 2025, Artificial Neural Networks and Machine Learning – ICANN 2025 - 34th International Conference on Artificial Neural Networks, 2025, Proceedings, Cham, Switzerland, Springer
• Outlier detection via optimized density peaks clustering and K-means-derived objective function, Xia, H., Zhou, Y., Li, J., Bai, L., Li, J., Zhou, . 1 Oct 2025, In: Chaos, Solitons and Fractals
• TransHAR: Towards Intent-Aware Transformer-Based Human Activity Recognition in Intelligent IoT Communication Systems, Huang, Z., Xu, M., Li, Q., Luo, F., Li, J., Zeng, Y., Jeon, G. 18 Nov 2025, In: IEEE Internet of Things Journal
• WiKAN: Lightweight Kolmogorov–Arnold Networks for accurate indoor WiFi localization, Gu, Y., Xu, M., Li, J., Li, Q., Huang, Z., Li, M., Guan, L., Valkama, M. 1 Nov 2025, In: Pervasive and Mobile Computing

PhD August 11 2012