All Stories

  1. 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

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

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

    Mingjie Liu

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

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

    Mingjie Liu

  4. ADEPT

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

    Mingjie Liu, Zixuan Jiang, Chenghao Feng

  5. “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

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

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

    Mingjie Liu

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

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

    Mingjie Liu

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

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

    Mingjie Liu

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

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

    Mingjie Liu

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

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

    Mingjie Liu

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

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

    Mingjie Liu

  12. An Efficient Training Framework for Reversible Neural Architectures

    Article • January 2020, Springer Science + Business Media

    Mingjie Liu