职称

讲师

电子邮件

lipeiying@shu.edu.cn

办公室

计815室

研究方向

人工智能与医学交叉

医学影像处理

药物分子生成

具身智能

个人简介

2024年6月毕业于上海交通大学计算机科学与技术专业，获工学博士学位，导师徐雷教授（IEEE Fellow）和涂仕奎副教授。主要从事人工智能与医学交叉、具身智能领域研究，融合深度学习、医学影像分析、生物信息学与目标导航技术，主要研究内容包括：

颅内动脉瘤影像智能检测、分割与破裂风险预测

蛋白质结合位点识别及 AI 辅助药物设计

具身智能与机器人目标导航技术研究

个人主页请访问：https://youwilllikeit.github.io/

教育背景

2018-2024，上海交通大学，计算机科学与技术专业，博士

代表性论文或专著

● Jiafeng Zhou^#, Peiying Li^#, Yongchang Liu^#, Shikui Tu*, Bing Zhao, Jieqing Wan, Yongchun Chen, Yunjun Yang, and Lei Xu. "GN-Net: A Geometric and Neighborhood-aware Network for Predicting Intracranial Aneurysm Rupture Risk and Assisting Clinical Decision-Making", Interdisciplinary Sciences: Computational Life Sciences, 2025. (# Co-first author)

● Peiying Li, Yongchang Liu, Jiafeng Zhou, Shikui Tu*, Bing Zhao, Jieqing Wan, Yunjun Yang*, and Lei Xu*. "A deep learning method for end-to-end prediction of intracranial aneurysm rupture risk", Patterns 4, 100709, May 12, 2023.

● Peiying Li, Yongchang Liu, Shikui Tu*, and Lei Xu*. "GLPocket: A Multi-Scale Representation Learning Approach for Protein Binding Site Prediction", in Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI), Main Track, Pages 4821-4828, 2023.

● Yongchang Liu^#, Peiying Li^#, Shikui Tu*, and Lei Xu*. "RefinePocket: An Attention-Enhanced and Mask-Guided Deep Learning Approach for Protein Binding Site Prediction", in IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), vol. 20, no. 5, pp. 3314-3321, 1 Sept.-Oct. 2023. (# Co-first author)

● Yongchang Liu, Peiying Li, Shikui Tu*, and Lei Xu*. "PEST: A General-Purpose Protein Embedding Model for Homology Search", in IEEE International Conference on Bioinformatics and Biomedicine (BIBM). 2023.

● Peiying Li, Boheng Cao, Shikui Tu*, and Lei Xu*. "RecurPocket: Recurrent Lmser Network with Gating Mechanism for Protein Binding Site Detection", in IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 334-339, 2022.