个人简介
赵鑫，现任北京雁栖湖应用数学研究院副研究员。研究兴趣主要集中于生物数学、计算生物学与人工智能的交叉领域。目前已在Springer Nature出版学术专著1部，并在相关领域权威国际期刊发表SCI论文十余篇。作为项目负责人，主持完成国家自然科学基金青年科学基金项目（已结题）以及清华大学清峰项目2项（已结题）。作为主要参与人，参与完成国家自然科学基金重大研究计划、重点项目、面上项目及北京市自然科学基金等多项科研课题。长期承担数学与统计学课程教学工作，主讲课程包括数学分析、高等代数、概率论、数理统计、多元统计分析等。现为北京市战略科学家核心团队成员。曾获清华大学优秀博士毕业生、清华大学优秀博士学位论文、国家奖学金及综合优秀一等奖学金、若琳奖等荣誉。
团队:
概率, 应用统计和数据科学
研究兴趣
- 生物信息学
- 计算生物学
- 生物数学
- 深度学习
- 生物统计
教育经历
- 2015 - 2020 | 清华大学 | 数学 | 理学博士
- 2011 - 2015 | 中山大学 | 数学类统计学 | 理学学士
工作经历
- 2024 - -- | BIMSA | 副研究员
- 2020 - 2024 | 北京电子科技学院 | 讲师
荣誉与奖项
- 2024 | 北京市战略领军科学家团队核心成员
- 2023 | 优秀科研业绩奖
- 2020 | 清华大学优秀毕业生
- 2020 | 清华大学优秀博士学位论文
出版物
- [1] Xiang Shi, Jiayi Kang, Nan Sun, Xin Zhao, Stephen S.-T. Yau, Multi-perspective Natural Vector for Virus Feature Description, Journal of computational biology (2026)
- [2] Le Zhang, Xin Zhao, Improved Uni-Modal Chinese Fake News Detection Leveraging User Comments, ICCVDM (2025)
- [3] Le Zhang, Yong Gu, Xin Zhao, Yanshuo Zhang, Shu Zhao, Yifei Jin, and Xinxin Wu, Generalizing Soft Actor-Critic Algorithms to Discrete Action Spaces, PRCV (2024)
- [4] Stephen S.-T. Yau, Xin Zhao, Kun Tian, Hongyu Yu, Mathematical Principles in Bioinformatics, Springer(2024)
- [5] Nan Sun, Xin Zhao and Stephen S.-T. Yau, An efficient numerical representation of genome sequence: Natural vector with covariance component, PeerJ, 10, e13544 (2022)
- [6] Xin Jin, Shu Zhao, Le Zhang, Xin Zhao, Qiang Deng, Chaoen Xiao, Attribute controllable beautiful Caucasian face generation by aesthetics driven reinforcement learning, ACM MM (2022)
- [7] Le Zhang, Yanshuo Zhang, Xin Zhao, Zexiao Zou , Image captioning via proximal policy optimization, Image and Vision Computing (2021)
- [8] Kun Tian* , Xin Zhao*, Stephen S.‑T. Yau, Amino acid torsion angles enable prediction of protein fold classification, Scientific Reports (2020)
- [9] Kun Tian*, Xin Zhao*, Yuning Zhang, Stephen S.-T. Yau, Comparing protein structures and inferring functions with a novel three-dimensional Yau-Hausdorff method, Journal of Biomolecular Structure and Dynamics (2019)
- [10] Xin Zhao*, Kun Tian* , Rong L. He, Stephen S.-T. Yau, Convex hull principle for classification and phylogeny of eukaryotic proteins, Genomics (2019)
- [11] Kun Tian*, Xin Zhao*, Stephen S.-T. Yau, Convex hull analysis of evolutionary and phylogenetic relationships between biological groups, Journal of Theoretical Biology (2018)
- [12] Xin Zhao, Kun Tian, Stephen S.-T. Yau, A new efficient method for analyzing fungi species using correlations between nucleotides, BMC Evolutionary Biology (2018)
- [13] Xiaogeng Wan, Xin Zhao, Stephen S.‑T. Yau, An information-based network approach for protein classification, PLoS ONE (2017)
- [14] Xin Zhao, Kun Tian, Rong L. He, Stephen S.-T. Yau, Establishing the phylogeny of prochlorococcus with a new alignment-free method, Ecology and Evolution (2017)
- [15] Xin Zhao, Xiaogeng Wan and Rong L. He, Stephen S.-T. Yau, A new method for studying the evolutionary origin of the SAR11 clade marine bacteria. , Molecular Phylogenetics and Evolution (2016)
更新时间: 2026-08-07 13:00:10