I received my Bachelor’s degree from the North University of China (NUC) in 2018, my Master’s degree from the Beijing Institute of Technology (BIT) in 2021, and my Ph.D. degree from the School of Mechatronical Engineering, BIT, in 2026.

Email: panlz_bit@hotmail.com

Research interests: Visual Language Model, LLM, Multimodal Understanding.

NEWS

• 2026-4-21：A paper titled “Mitigating Hallucinations in Image Captioning via Frequency Perturbation Entropy” has been accepted by Expert Systems With Applications
• 2025-10-16：A paper titled “Hierarchical Encoder-decoder for Image Captioning” has been accepted by Neurocomputing.
• 2025-02-14: A paper titled “Hierarchical Encoder-decoder for Image Captioning” has been submitted to journal, and the project is released at (HierCap).
• 2024-07-01: A military image captioning dataset has been released at (MOCO).

Publications

• Lizhi Pan, Chengtian Song, Xiaozheng Gan, Keyu Xu, Mengqian Deng, Hierarchical encoder-decoder for image captioning, Neurocomputing, 2025, 131833, ISSN 0925-2312, https://doi.org/10.1016/j.neucom.2025.131833.
• L. Pan and C. Song, Weakly-supervised Video Anomaly Detection with Domain Adaptation, 2025 6th International Conference on Electronic Communication and Artificial Intelligence (ICECAI), Chengdu, China, 2025, pp. 726-730, doi: 10.1109/ICECAI66283.2025.11171315.
• Pan L, Song C, Gan X, Xu K, Xie Y. Military Image Captioning for Low-Altitude UAV or UGV Perspectives[J]. Drones. 2024; 8(9):421. https://doi.org/10.3390/drones8090421.
• Song C, Pan L, Liu Q, et al. Extreme learning machine under minimum information divergence criterion[J]. IEEE Access, 2020, 8: 122026-122035.
• Song C, Pan L, Jiao Y, et al. A high-performance transmitarray antenna with thin metasurface for 5G communication based on PSO (particle swarm optimization)[J]. Sensors, 2020, 20(16): 4460.
• Zhu L, Song C, Pan L, et al. Adaptive filtering under the maximum correntropy criterion with variable center[J]. IEEE Access, 2019, 7: 105902-105908.