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Areas of interest
Computer Engineering
Biography
Ph.D. Computer Engineering, University of Maryland, College Park, 2025
M.Eng, Electrical and Computer Engineering, Cornell University, 2019
B.S., Electrical and Computer Engineering (Honor), Huazhong University of Science and Technology, 2018
Courses
This instructor is currently not teaching any courses.
Research Interests
- Physics-driven Computing System
- Physics-aware Hardware-Software Co-design
- Intelligent Electronic Design Automation
- Open-source Hardware Research
Selected Recent Publications
- Yingjie Li, Anthony Agnesina, Yanqing Zhang, Haoxing Ren and Cunxi Yu. BoolGebra: At-tributed Graph-learning for Boolean Algebraic Manipulation Design Automation and Test in Europe (DATE'24).
- Yingjie Li, Mingju Liu, Alan Mishchenko, Cunxi Yu. Invited Paper: Verilog-to-PyG { AFramework for Graph Learning and Augmentation on RTL Designs The International Conferenceon Computer-Aided Design (ICCAD'23).
- Yingjie Li, Ruiyang Chen, Minhan Lou, Berardi Sensale-Rodriguez, Weilu Gao, Cunxi Yu. LightRidge: An End-to-end Agile Design Framework for Diractive Optical Neural Networks The ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'23).
- Yingjie Li, Weilu Gao, Cunxi Yu. Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture. The 32nd International Joint Conference on Artificial Intelligence (IJCAI-23).
- Yingjie Li, Shanglin Zhou, Cunxi Yu, and Caiwen Ding. Physics-aware Roughness Optimiza- tion for Diractive Optical Neural Networks. IEEE/ACM 60th Design Automation Conference (DAC '23).