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Yingjie Li

Assistant Professor
Engineering Science

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

Research Interests

  • Physics-driven Computing System
  • Physics-aware Hardware-Software Co-design
  • Intelligent Electronic Design Automation
  • Open-source Hardware Research

Selected Recent Publications

  • Mingju Liu, Yingjie Li, Jiaqi Yin, Zhiru Zhang, and Cunxi Yu. (2024). Differentiable Combinatorial Scheduling at Scale. International Conference on Machine Learning. International Conference on Machine Learning, Vienna, Austria (31464 -- 31476).
  • Yingjie Li, Mingju Liu, Haoxing Ren, Alan Mishchenko, and Cunxi Yu. (2024). DAG-aware synthesis orchestration. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 43(12): 4666 — 4675
  • Yingjie Li, Ruiyang Chen, Minhan Lou, Berardi Sensale-Rodriguez, Weilu Gao, and Cunxi Yu. (2023). LightRidge: an end-to-end agile design framework for diffractive optical neural networks. The 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems,
  • Nan Wu, Yingjie Li, Cong ”Callie” Hao, Steve Dai, Cunxi Yu and Yuan Xie. (2023). Gamora: Graph learning based symbolic reasoning for large-scale boolean networks. 2023 60th ACM/IEEE Design Automation Conference (DAC).
  • Yingjie Li, Ruiyang Chen, Weilu Gao, and Cunxi Yu. (2022). Physics-aware differentiable discrete codesign for diffractive optical neural networks. Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design.