李元春(清華大學智慧型產業研究院助理研究員)

李元春，清華大學智慧型產業研究院助理研究員，於北京大學計算機科學與技術系獲得學士、博士學位，曾任微軟亞洲研究院主管研究員。

基本介紹

• 中文名：李元春
• 國籍：中國
• 畢業院校：北京大學
• 學位/學歷：博士
• 主要榮譽：2017年，博士生國家獎學金

人物履歷

教育經歷

2014年-2019年 北京大學計算機科學與技術系 博士

2016年-2017年 卡內基梅隆大學 訪問博士生

2010年-2014年 北京大學信息科學技術學院 學士

工作經歷

2021年-至今 清華大學智慧型產業研究院 助理研究員

2019年-2021年 微軟亞洲研究院 歷任研究員、主管研究員

研究方向

邊緣計算、人工智慧、系統軟體

論文

1.Ziqi Zhang,Yuanchun Li*, Jindong Wang, Bingyan Liu, Ding Li, Xiangqun Chen, Yao Guo, Yunxin Liu. “ReMoS: Reducing Defect Inheritance in Transfer Learning via Relevant Model Slicing”. In Proceedings of the 2022 IEEE/ACM 44th International Conference on Software Engineering. (ICSE 2022)

2.Chengxu Yang,Yuanchun Li*, Mengwei Xu, Zhenpeng Chen, Yunxin Liu, Gang Huang, Xuanzhe Liu. “TaintStream: Fine-grained Taint Tracking for Big Data Platforms through Dynamic Code Translation”. In Proceedings of the 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering. (ESEC/FSE 2021)

3.Yuanchun Li, Ziqi Zhang, Bingyan Liu, Ziyue Yang, Yunxin Liu. “ModelDiff: Testing-based DNN Similarity Comparison for Model Reuse Detection”. The ACM SIGSOFT International Symposium on Software Testing and Analysis. (ISSTA 2021)

4.Yuanchun Li, Oriana Riva. “Glider: A Reinforcement Learning Approach to Extract UI Scripts from Websites”. In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021)

5.Yuanchun Li, Jiayi Hua, Haoyu Wang, Chunyang Chen, Yunxin Liu. “DeepBackdoor: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection”. In Proceedings of the 2021 IEEE/ACM 43th International Conference on Software Engineering. (ICSE 2021).

6.Bingyan Liu,Yuanchun Li*, Yao Guo, Xiangqun Chen, Yunxin Liu. “PMC: A Privacy-preserving Deep Learning Model Customization Framework for Edge Computing”. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4, 4, Article 139 (December 2020), 25 pages. (UbiComp 2021).

7.Ziqi Zhang,Yuanchun Li*, Yao Guo, Xiangqun Chen, Yunxin Liu. “Dynamic Slicing for Deep Neural Networks.” In Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Association for Computing Machinery, New York, NY, USA, 838–850. (ESEC/FSE 2020)

8.Yuanchun Li, Fanglin Chen, Toby Jia-Jun Li, Yao Guo, Gang Huang, Matthew Fredrikson, Yuvraj Agarwal, and Jason I. Hong. “PrivacyStreams: Enabling Transparency in Personal Data Processing for Mobile Apps.” Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1, 3, Article 76 (September 2017), 26 pages. (UbiComp 2017).

9.Yuanchun Li, Ziyue Yang, Yao Guo and Xiangqun Chen. “DroidBot: A Lightweight UI-Guided Test Input Generator For Android.” In Proceedings of the 2017 IEEE/ACM 39th International Conference on Software Engineering Companion, 321-326. (ICSE 2017 Demo)

10.Yuanchun Li, Yao Guo, and Xiangqun Chen. “PERUIM: Understanding Mobile Application Privacy with Permission-UI Mapping.” In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 682-693.(UbiComp 2016).

主要榮譽

2016年，UbiComp 最佳論文提名獎

2017年，IS-EUD 最佳論文獎

2017年，博士生國家獎學金