About
Mingju Liu is currently a PhD student in Computer Engineering, University of Maryland, College Park, supervised by Prof. Cunxi Yu. His research focuses on the hardware-software co-design of deep learning algorithms for addressing challenges in Electronic Design Automation (EDA). His research projects span across logic synthesis, high-level synthesis, and combinatorial optimization. Mingju received his M.S. degree from Rutgers University in 2021 and his B.S. degree from the University of Electronic Science and Technology of China in 2020. He was selected for the DAC Young Fellows Program in 2023 and received the ICCAD Student Scholar Travel Grant in 2024.
Resume: CV
Education
- Doctor of Philosophy, Computer Engineering, University of Maryland, College Park 2023 - present
- Doctor of Philosophy, Computer Engineering, University of Utah 2022 - 2023
- M.S., Electrical and Computer Engineering, Rutgers University 2019 - 2022
- B.S., Electrical and Computer Engineering, University of Electronic Science and Technology of China 2016 - 2020
Publications
2025
SGSS: Streaming 6-DoF Navigation of Gaussian Splat Scenes
Mufeng Zhu, Mingju Liu, Cunxi Yu, Cheng-Hsin Hsu, Yao Liu
ACM 16th 2025 Multimedia Systems Conference (MMsys'25).
2024
MapTune: Advancing ASIC Technology Mapping via Reinforcement Learning Guided Library Tuning
Mingju Liu, Daniel Robinson, Yingjie Li, Cunxi Yu
IEEE/ACM 43st 2024 International Conference on Computer-Aided Design (ICCAD'24).
Differentiable Combinatorial Scheduling at Scale
Mingju Liu, Yingjie Li*, Jiaqi Yin, Zhiru Zhang, Cunxi Yu
International Conference on Machine Learning (ICML'24).
DAG-aware Synthesis Orchestration
Yingjie Li, Mingju Liu, Alan Mishchenko, Haoxing Ren, Cunxi Yu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD).
orchestrate@ABC
2023
Verilog-to-PyG -- A Framework for Graph Learning and Augmentation on RTL Designs
Yingjie Li, Mingju Liu, Alan Mishchenko, Cunxi Yu
IEEE/ACM 42st 2023 International Conference on Computer-Aided Design (ICCAD'23).
Experience
- Visiting Student, James Cook University NB-IOT Lab, Cairns, Australia 07/2018 - 08/2018
