All Stories

  1. Revisiting VerilogEval: A Year of Improvements in Large-Language Models for Hardware Code Generation

    Article • ACM Transactions on Design Automation of Electronic Systems, October 2025, ACM (Association for Computing Machinery)

    Mingjie Liu

  2. Invited Paper: LLM4HWDesign Contest: Constructing a Comprehensive Dataset for LLM-Assisted Hardware Code Generation with Community Efforts

    Article • October 2024, ACM (Association for Computing Machinery)

    Mingjie Liu

  3. PyHDL-Eval: An LLM Evaluation Framework for Hardware Design Using Python-Embedded DSLs

    Article • September 2024, ACM (Association for Computing Machinery)

    Mingjie Liu

  4. RTLFixer: Automatically Fixing RTL Syntax Errors with Large Language Model

    Article • June 2024, ACM (Association for Computing Machinery)

    Mingjie Liu

  5. Hierarchical Analog and Mixed-Signal Circuit Placement Considering System Signal Flow

    Article • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mingjie Liu

  6. ELight: Toward Efficient and Aging-Resilient Photonic In-Memory Neurocomputing

    Article • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mingjie Liu

  7. Interactive Analog Layout Editing With Instant Placement and Routing Legalization

    Article • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mingjie Liu

  8. SqueezeLight: A Multi-Operand Ring-Based Optical Neural Network With Cross-Layer Scalability

    Article • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mingjie Liu

  9. Tutorial and Perspectives on MAGICAL: A Silicon-Proven Open-Source Analog IC Layout System

    Article • IEEE Transactions on Circuits & Systems II Express Briefs, February 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mingjie Liu

  10. A Tale of EDA's Long Tail: Long-Tailed Distribution Learning for Electronic Design Automation

    Article • September 2022, ACM (Association for Computing Machinery)

    Zixuan Jiang, Mingjie Liu

  11. RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL

    Article • September 2022, ACM (Association for Computing Machinery)

    Mingjie Liu

  12. A timing engine inspired graph neural network model for pre-routing slack prediction

    Article • July 2022, ACM (Association for Computing Machinery)

    Mingjie Liu

  13. ADEPT

    Article • July 2022, ACM (Association for Computing Machinery)

    Mingjie Liu, Zixuan Jiang, Chenghao Feng

  14. “So Close, yet So Far”: Exploring Sexual-minority Women’s Relationship-building via Online Dating in China

    Article • April 2022, ACM (Association for Computing Machinery)

    Mingjie Liu

  15. Automating Analog Constraint Extraction: From Heuristics to Learning: (Invited Paper)

    Article • January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mingjie Liu

  16. Generative-Adversarial-Network-Guided Well-Aware Placement for Analog Circuits

    Article • January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mingjie Liu

  17. 1- and 80-MS/s SAR ADCs in 40-nm CMOS With End-to-End Compilation

    Article • IEEE Solid-State Circuits Letters, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mingjie Liu

  18. Universal Symmetry Constraint Extraction for Analog and Mixed-Signal Circuits with Graph Neural Networks

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Mingjie Liu

  19. Toward Hardware-Efficient Optical Neural Networks: Beyond FFT Architecture via Joint Learnability

    Article • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Mingjie Liu

  20. MAGICAL: An Open- Source Fully Automated Analog IC Layout System from Netlist to GDSII

    Article • IEEE Design and Test, April 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Mingjie Liu

  21. Layout Symmetry Annotation for Analog Circuits with Graph Neural Networks

    Article • January 2021, ACM (Association for Computing Machinery)

    Mingjie Liu

  22. Exploring Logic Optimizations with Reinforcement Learning and Graph Convolutional Network

    Article • November 2020, ACM (Association for Computing Machinery)

    Mingjie Liu

  23. Effective analog/mixed-signal circuit placement considering system signal flow

    Article • November 2020, ACM (Association for Computing Machinery)

    Mingjie Liu

  24. Toward silicon-proven detailed routing for analog and mixed-signal circuits

    Article • November 2020, ACM (Association for Computing Machinery)

    Mingjie Liu

  25. An Efficient Training Framework for Reversible Neural Architectures

    Article • January 2020, Springer Science + Business Media

    Mingjie Liu