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. 22 Apr 2026, In: Knowledge-Based Systems
• A physics-inspired instance selection method based on Coulomb force modeling, Li, J., Zhou, Y., Li, J., Zhao, S., Luo, J., Bai, L., Li, J. 27 Jul 2026, In: Information Sciences
• MoDE: A Dynamic Expert Aggregation Framework for Sleep Stage Classification with Contextual Factors, Luo, J., Li, J., Li, W., Degenaar, P., Wang, Y., Li, J. 3 May 2026, ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Piscataway, United States, IEEE
• Physically Grounded Dual-Opacity Gaussian Splatting for Joint RGB-TIR Reconstruction, Liu, J., Leng, D., Chen, J., Li, H., Li, J., Huang, Z., Zhang, X., Xu, Q., Zheng, Z., Huang, X. 12 Sep 2026, Computer Vision – ECCV 2026, Cham, Switzerland, Springer
• RMSSC: A Robust Multimodal Framework for Sleep Stage Classification with Noisy Labels and Missing Modalities, Luo, J., Miao, L., Guan, Q., Li, J., Huang, Z., Li, J. 3 May 2026, ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Piscataway, United States, IEEE
• S³D-Net: Learning Disentangled Subject-Invariant Representations for EEG Sleep Staging via Spectral-Spatial-Sequential Feature Fusion, Luo, J., Long, J., He, X., Li, J., Degenaar, P., Li, J. 12 May 2026, Database Systems for Advanced Applications - 31st International Conference, DASFAA 2026, Proceedings, Singapore, Springer
• SupIR-GS: Thermal Infrared Super-Resolution Novel View Synthesis with Imaging-Calibrated 3D Gaussian Splatting, Liu, J., Li, H., Chen, J., Leng, D., Li, J., Huang, Z., Zhang, X., Xu, Q., Zheng, Z., Huang, X. 10 Sep 2026, The 19th European Conference on Computer Vision - ECCV 2026
• 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. 1 May 2026, In: IEEE Internet of Things Journal
• VKTNet: A Hybrid Visual Kolmogorov-Arnold Transformer Network for Pedestrian Intention and Trajectory Prediction, Huang, Z., Zhang, J., Song, S., Zhang, J., Li, J., Zhao, L., Zeng, Y., Li, J. 3 May 2026, ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Piscataway, United States, IEEE
• 基于霍夫变换的 STCF 主漂移室实时径迹识别与数据压缩算法, Peng, L., Zhang, B., Guo, Z., Zhao, J., Ma, Y., Fang, Z., Li, J., Li, H. 20 Jun 2026, In: Wuli Xuebao/Acta Physica Sinica