Tinghuan Chen

Orcid: 0000-0002-9195-6619

According to our database¹, Tinghuan Chen authored at least 38 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2024

Fast Constraints Tuning via Transfer Learning and Multiobjective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., September, 2024

Timing-Driven Technology Mapping Approximation Based on Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., September, 2024

Fast and Accurate Aging-Aware Cell Timing Model via Graph Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, January, 2024

DeepOTF: Learning Equations-constrained Prediction for Electromagnetic Behavior.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., 2024

Wages: The Worst Transistor Aging Analysis for Large-scale Analog Integrated Circuits via Domain Generalization.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., 2024

Learning-driven Physically-aware Large-scale Circuit Gate Sizing.

[BibT_eX]

[DOI]

CoRR, 2024

An analysis of TinyML@ICCAD for implementing AI on low-power microprocessor.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2024

Efficient Subgraph Matching Framework for Fast Subcircuit Identification.

[BibT_eX]

[DOI]

Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD, 2024

IncreMacro: Incremental Macro Placement Refinement.

[BibT_eX]

[DOI]

Proceedings of the 2024 International Symposium on Physical Design, 2024

A Graph-Learning-Driven Prediction Method for Combined Electromigration and Thermomigration Stress on Multi-Segment Interconnects.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Attention-Based EDA Tool Parameter Explorer: From Hybrid Parameters to Multi-QoR metrics.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

CBTune: Contextual Bandit Tuning for Logic Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Performance-driven Analog Routing via Heterogeneous 3DGNN and Potential Relaxation.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

WinoGen: A Highly Configurable Winograd Convolution IP Generator for Efficient CNN Acceleration on FPGA.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

PDRC: Package Design Rule Checking via GPU-Accelerated Geometric Intersection Algorithms for Non-Manhattan Geometry.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

Aging-Aware Critical Path Selection via Graph Attention Networks.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

TRouter: Thermal-Driven PCB Routing via Nonlocal Crisscross Attention Networks.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., October, 2023

Machine Learning in Advanced IC Design: A Methodological Survey.

[BibT_eX]

[DOI]

IEEE Des. Test, February, 2023

PTPT: Physical Design Tool Parameter Tuning via Multi-Objective Bayesian Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023

Fast and Accurate Wire Timing Estimation Based on Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Graph-Learning-Driven Path-Based Timing Analysis Results Predictor from Graph-Based Timing Analysis.

[BibT_eX]

[DOI]

Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

Mixed-Type Wafer Failure Pattern Recognition.

[BibT_eX]

[DOI]

Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

2022

Correlated Multi-objective Multi-fidelity Optimization for HLS Directives Design.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., 2022

An Efficient Sharing Grouped Convolution via Bayesian Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Deep H-GCN: Fast Analog IC Aging-Induced Degradation Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

A fast parameter tuning framework via transfer learning and multi-objective bayesian optimization.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Techniques for CAD Tool Parameter Auto-tuning in Physical Synthesis: A Survey (Invited Paper).

[BibT_eX]

[DOI]

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021

Leveraging Spatial Correlation for Sensor Drift Calibration in Smart Building.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Fast and Efficient DNN Deployment via Deep Gaussian Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Correlated Multi-objective Multi-fidelity Optimization for HLS Directives Design.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Analog IC Aging-induced Degradation Estimation via Heterogeneous Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

Machine Learning in Nanometer AMS Design-for-Reliability : (Invited Paper).

[BibT_eX]

[DOI]

Tinghuan Chen

Qi Sun

Bei Yu

Proceedings of the 14th IEEE International Conference on ASIC, 2021

2019

Recent advances in convolutional neural network acceleration.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Power-Driven DNN Dataflow Optimization on FPGA.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer-Aided Design, 2019

Sensor Drift Calibration via Spatial Correlation Model in Smart Building.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

Electricity Theft Detection Using Generative Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

2017

Blind Equalization of Constant Modulus Signals Based on Gaussian Process for Classification.

[BibT_eX]

[DOI]

Wirel. Pers. Commun., 2017

2016

Image Arbitrary-Ratio Down- and Up-Sampling Scheme Exploiting DCT Low Frequency Components and Sparsity in High Frequency Components.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2016

Tinghuan Chen

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