Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing System

Tsung‐Wei Huang, Dian-Lun Lin, Chun-Xun Lin, +1

IEEE Transactions on Parallel and Distributed Systems

Heterogeneous ComputingEngineeringLightweight ParallelGraph DatabaseTask Graph Parallelism +14

DREAMPlace: Deep Learning Toolkit-Enabled GPU Acceleration for Modern VLSI Placement

Yibo Lin, Zixuan Jiang, Jiaqi Gu, +5

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Global PlacementGpu ArchitectureEngineeringHardware AccelerationElectronic Design Automation +13

DREAMPlace

Yibo Lin, Shounak Dhar, Wuxi Li, +3

Global PlacementEngineeringHardware AccelerationElectronic Design AutomationVlsi Architecture +11

Global marine redox evolution from the late Neoproterozoic to the early Paleozoic constrained by the integration of Mo and U isotope records

Guang‐Yi Wei, Noah J. Planavsky, Tianchen He, +5

Earth-Science Reviews

U Isotope RecordsMarine GeologyEngineeringPrecambrian GeologyIsotope Geochemistry +9

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

Zizheng Guo, Mingjie Liu, Jiaqi Gu, +3

Proceedings of the 59th ACM/IEEE Design Automation Conference

EngineeringMachine LearningNetwork AnalysisGraph Signal ProcessingPre-routing Slack Prediction +17

MLCAD: A Survey of Research in Machine Learning for CAD Keynote Paper

Martin Rapp, Hussam Amrouch, Yibo Lin, +4

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Artificial IntelligenceEngineeringMachine LearningElectronic Design AutomationPower Optimization (Eda) +20

MAGICAL: Toward Fully Automated Analog IC Layout Leveraging Human and Machine Intelligence: Invited Paper

Biying Xu, Keren Zhu, Mingjie Liu, +5

Artificial IntelligenceEngineeringElectronic Design AutomationMachine Learning AlgorithmsEvolvable Hardware +15

GeniusRoute: A New Analog Routing Paradigm Using Generative Neural Network Guidance

Keren Zhu, Mingjie Liu, Yibo Lin, +5

Artificial IntelligenceDesign Space ExplorationNetwork Routing AlgorithmEngineeringMachine Learning +12

LithoGAN

Wei Ye, Mohamed Baker Alawieh, Yibo Lin, +1

Artificial IntelligenceHigh AccuracyEngineeringMachine LearningGenerative Adversarial Network +11

Mixed Precision Neural Architecture Search for Energy Efficient Deep Learning

Chengyue Gong, Zixuan Jiang, Dilin Wang, +3

Artificial IntelligenceHigh AccuracyConvolutional Neural NetworkEngineeringMachine Learning +12