Geng Li [中文版]

Research Directions

Ph.D. Candidate, Computer Science and Technology (Intelligence Science and Technology), Wangxuan Institute of Computer Technology, Peking University, 2023 - Now
Master of science: Computer Science and Technology, Faculty of Computing, Harbin Institute of Technology 2021-2023
Bachelor of science: Computer Science and Technology, Faculty of Computing, Harbin Institute of Technology 2017-2021

2022 National Scholarship
2022 Excellent Student Cadre, HIT
2022 School Outstanding Student/Dean’s List, HIT
2021 Top Ten Outstanding Graduates of Honors School, HIT
2021 Outstanding Graduates of University, HIT
2017-2021 National Encouragement Scholarship, The First Prize of the people's scholarship in China

Yuxin Peng*, Zishuo Wang, Geng Li, Xiangtian Zheng, Sibo Yin and Hulingxiao He, "A Survey on Fine-Grained Multimodal Large Language Models", Chinese Journal of Electronics (CJE), 2026. (Accept)【pdf】
Geng Li, Jinglin Xu, Yunzhen Zhao and Yuxin Peng*, "DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual Understanding", 38th IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , Music City Center, Nashville TN, USA, Jun. 11-15, 2025. (Highlight, 13.5%) 【pdf】【source code】【Poster】【VALSE 报道】【CVer报道】【极市平台报道】
Hulingxiao He, Geng Li, Zijun Geng, Jinglin Xu and Yuxin Peng*, "Analyzing and Boosting the Power of Fine-Grained Visual Recognition for Multi-modal Large Language Models", The Thirteenth International Conference on Learning Representations (ICLR), Singapore, Apr. 24-28, 2025. 【pdf】【source code】【model】【CSIG报道】【机器之心报道】【Poster】【Slides】
Geng Li, Boyuan Ren and Hongzhi Wang, "EEML: Ensemble Embedded Meta-Learning.", International Conference on Web Information Systems Engineering (WISE), pp. 433-442, Biarritz, France, Nov. 1–3, 2022.