Cogito, ergo sum
我目前任职于UBS AG，担任软件工程师一职。本科与研究生阶段均就读于南京大学，分别主修信息与计算科学与计算数学专业，奠定了扎实的数理基础与编程能力。
我的研究兴趣聚焦于机器学习、深度学习以及通用人工智能（AGI）领域，致力于探索智能算法的前沿发展及其在实际场景中的应用。
工作经历
- UBS AG 软件工程师 2023.01 - 至今
- OPPO 算法工程师 2022.04 - 2023.01
- 蚂蚁集团 高级机器学习工程师 2019.07 - 2022.04
著作和专利
- 书籍：《大语言模型应用指南》 电子工业出版社 2024 [购买链接]
- 书籍：《Englighten AI·机器学习》 LeetCode 2022 [购买链接]
- 书籍：《Englighten AI·数学基础》 LeetCode 2020 [购买链接]
- 论文：Feng, Y., Shi, Q., Gao, X., Wan, J., Fang, C., & Chen, Z. (2020, July). Deepgini: prioritizing massive tests to enhance the robustness of deep neural networks. In Proceedings of the 29th ACM SIGSOFT International Symposium on Software Testing and Analysis (pp. 177-188).
- 论文：Shen, W., Wan, J., & Chen, Z. (2018, July). Munn: Mutation analysis of neural networks. In 2018 IEEE international conference on software quality, reliability and security companion (QRS-C) (pp. 108-115). IEEE.
- 专利：Zhenyu Chen, Weijun Shen, Jun Wan, Chunrong Fang, “Deep Neural Network Test based on Neuron Mutation”. 申请(专利)号：CN201910724153.3 申请日：2019-08-07
Cogito, ergo sum
I am currently working at UBS AG as a Software Engineer. I completed my undergraduate and graduate studies at Nanjing University, majoring in Information and Computing Science and Computational Mathematics, respectively, which laid a solid foundation in mathematics, programming, and problem-solving skills.
My research interests focus on Machine Learning, Deep Learning, and Artificial General Intelligence (AGI), with a commitment to exploring the cutting-edge developments of intelligent algorithms and their applications in real-world scenarios.
Education
- Master Nanjing University, Computational Mathematics
- Bachelor Nanjing University, Information and Computing Science
Work Experience
- UBS AG Software Engineer 2023.01 - Present
- OPPO Algorithm Engineer 2022.04 - 2023.01
- Ant Group Senior Machine Learning Engineer 2019.07 - 2022.04
Publications and Patents
- Book："Guide to Large Language Models" Electronic Industry Press 2024 [Purchase Link]
- Book：《Englighten AI·Machine Learning》 LeetCode 2022 [Purchase Link]
- Book：《Englighten AI·Fundamentals of Mathematics》 LeetCode 2020 [Purchase Link]
- Paper: Feng, Y., Shi, Q., Gao, X., Wan, J., Fang, C., & Chen, Z. (2020, July). Deepgini: prioritizing massive tests to enhance the robustness of deep neural networks. In Proceedings of the 29th ACM SIGSOFT International Symposium on Software Testing and Analysis (pp. 177-188).
- Paper: Shen, W., Wan, J., & Chen, Z. (2018, July). Munn: Mutation analysis of neural networks. In 2018 IEEE international conference on software quality, reliability and security companion (QRS-C) (pp. 108-115). IEEE.
- Patent: Zhenyu Chen, Weijun Shen, Jun Wan, Chunrong Fang, “Deep Neural Network Test based on Neuron Mutation”. Application Number: CN201910724153.3 Application Date: 2019-08-07
