Publications

(2024). HeteroExcept: A CPU-GPU Heterogeneous Algorithm to Accelerate Exception-aware Static Timing Analysis. IEEE/ACM International Conference on Computer-Aided Design (ICCAD) 2024.

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(2024). HeLEM-GR: Heterogeneous Global Routing with Linearized Exponential Multiplier Method. IEEE/ACM International Conference on Computer-Aided Design (ICCAD) 2024.

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(2024). Fusion of Global Placement and Gate Sizing with Differentiable Optimization. IEEE/ACM International Conference on Computer-Aided Design (ICCAD) 2024.

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(2024). PowPrediCT: Cross-Stage Power Prediction with Circuit-Transformation-Aware Learning. 61st ACM/IEEE Design Automation Conference (DAC) 2024.

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(2024). Heterogeneous Static Timing Analysis with Advanced Delay Calculator. 2024 IEEE/ACM Design, Automation and Test in Europe (DATE).

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(2024). Dynamic Supply Noise Aware Timing Analysis with JIT Machine Learning Integration. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

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(2024). An Efficient Task-Parallel Pipeline Programming Framework. 2024 International Conference on High Performance Computing in Asia-Pacific Region (HPCAsia).

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(2023). Accelerating Routability and Timing Optimization with Open-Source AI4EDA Dataset CircuitNet and Heterogeneous Platforms. 2023 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

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(2023). General-Purpose Gate-Level Simulation with Partition-Agnostic Parallelism. 60th ACM/IEEE Design Automation Conference (DAC) 2023.

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(2023). Accelerating Static Timing Analysis using CPU-GPU Heterogeneous Parallelism. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

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(2023). A GPU-accelerated Framework for Path-based Timing Analysis. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

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(2023). DREAMPlace 4.0: Timing-driven Placement with Momentum-based Net Weighting and Lagrangian-based Refinement. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

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(2023). Deep Learning Framework for Placement. Machine Learning Applications in Electronic Design Automation.

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(2023). AVATAR: An Aging-and Variation-Aware Dynamic Timing Analyzer for Error-Efficient Computing. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

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(2022). GPU-Accelerated Rectilinear Steiner Tree Generation. 2022 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

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(2022). EventTimer: Fast and Accurate Event-Based Dynamic Timing Analysis. 2022 IEEE/ACM Design, Automation and Test in Europe (DATE).

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(2022). Efficient Critical Paths Search Algorithm using Mergeable Heap. 27th Asia and South Pacific Design Automation Conference (ASP-DAC) 2022.

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(2022). Differentiable-Timing-Driven Global Placement. 59th ACM/IEEE Design Automation Conference (DAC) 2022.

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(2022). AVATAR: An Aging- and Variation-Aware Dynamic Timing Analyzer for Application-based DVAFS. 59th ACM/IEEE Design Automation Conference (DAC) 2022.

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(2022). A Timing Engine Inspired Graph Neural Network Model for Pre-Routing Slack Prediction. 59th ACM/IEEE Design Automation Conference (DAC) 2022.

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(2021). VAT-Mart: Learning Visual Action Trajectory Proposals for Manipulating 3D ARTiculated Objects. International Conference on Learning Representations (ICLR) 2022.

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(2021). Ultrafast CPU/GPU Kernels for Density Accumulation in Placement. 58th ACM/IEEE Design Automation Conference (DAC) 2021.

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(2021). HeteroCPPR: Accelerating Common Path Pessimism Removal with Heterogeneous CPU-GPU Parallelism. IEEE/ACM International Conference on Computer-Aided Design (ICCAD) 2021.

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(2021). A Provably Good and Practically Efficient Algorithm for Common Path Pessimism Removal in Large Designs. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD).

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(2021). A Provably Good and Practically Efficient Algorithm for Common Path Pessimism Removal in Large Designs. 58th ACM/IEEE Design Automation Conference (DAC) 2021.

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(2020). GPU-Accelerated Static Timing Analysis. IEEE/ACM International Conference on Computer-Aided Design (ICCAD) 2020.

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