Hi everyone! I'm Bingxin Xu, first-year Ph.D. student in Computer Science at University of Southern California, advised by Prof. Emilio Ferrara.
My research focuses on Efficient and Trustworthy AI, especially for large language model (LLM), multi-modal large language models (MLLM) and vision-language-action models (VLA).
Before joining USC, I worked as research assistant under the mentorship of Prof. Yan Yan from Illinois Institute of Technology. Previously, I received my M.S. in Data Science and B.S. in Computer Science from Illinois Institute of Technology.
Google Scholar: Bingxin Xu
Bingxin Xu*,Yuzhang Shang*, Mu Cai*, Yong Jae Lee, Yan Yan
International Conference on Computer Vision (ICCV), 2025
Bingxin Xu, Yuzhang Shang, Yunhao Ge, Qian Lou, Yan Yan
arXiv Nov.2024
Paper
Bingxin Xu, Zhen Dong, Oussama Elachqar, Yuzhang Shang
arXiv Sep.2025
Paper
Bingxin Xu*, Yuzhang Shang*, Weitai Kang, Mu Cai, Yuheng Li, Zehao Wen, Zhen Dong, Kurt Keutzer, Yong Jae Lee, Yan Yan
arXiv Sep.2024
Paper
Zhihang Yuan, Yuzhang Shang, Hanling Zhang, Tongcheng Fang, Rui Xie, Bingxin Xu, Yan Yan, Shengen Yan, Guohao Dai, Yu Wang
arXiv Dec.2024
Paper
Yuzhang Shang, Bingxin Xu, Gaowen Liu, Ramana Rao Kompella, Yan Yan
International Conference on Computer Vision (ICCV), 2023
Email: bingxin.xu.ai@gmail.com