Journal
PERS: Parameter-Efficient Multi-modal Transfer Learning for Remote Sensing Visual Question Answering
Jinlong He, Pengfei Li, Gang Liu*, Xiaonan Su, Wenhua Jiang and Shenjun Zhong
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing(JStars), vol. 17, pp. 14823-14835, 2024, doi: 10.1109/JSTARS.2024.3447086. (2024 SCI-Q1-TOP IF 4.7)
[paper]Cross-Modal Self-Supervised Vision Language Pre-training with Multiple Objectives for Medical Visual Question Answering
Gang Liu, Jinlong He, Pengfei Li*, Zixu Zhao and Shenjun Zhong
Journal of Biomedical Informatics(JBI), 2024, 160: 104748 (2024 SCI-Q2 IF 4.0)
[paper]Unified Transformer with Cross-Modal Mixture Experts for Remote-Sensing Visual Question Answering
Gang Liu, Jinlong He, Pengfei Li*, Shenjun Zhong, Hongyang Li and Genrong He
Remote Sensing. 2023. 15(19):4682. https://doi.org/10.3390/rs15194682 (2023 SCI-Q2-TOP IF 5.0)
[paper]
Conferences
Parameter-Efficient Fine-Tuning Medical Multimodal Large Language Models for Medical Visual Grounding
Jinlong He, Gang Liu*, Pengfei Li and Shenjun Zhong
2025 IEEE 22th International Symposium on Biomedical Imaging(ISBI 2025)
[paper]DSS-DocRE: A DenseNet-Based Semantic Segmentation Model for Document-Level Relation Extraction
Gang Liu, Dongze Zhang, Jinlong He*, Tongli Wang, Shenjun Zhong
The 20th International Conference on Mobility, Sensing and Networking(MSN 2025)PECR: Parameter-Efficient Transfer Learning with Cross-Modal Representation Learning for Remote Sensing Visual Question Answering
Pengfei Li, Jinlong He, Gang Liu* and Shenjun Zhong
2024 IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP 2024), pp. 6740-6744, doi: 10.1109/ICASSP48485.2024.10446146
[paper]
Preprint
- PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging
Jinlong He, Pengfei Li, Gang Liu, Genrong He, Zhaolin Chen and Shenjun Zhong
[paper]