What drives my research:

Research Overview

For full publication list please check my website: https://gjchen.me/ or google scholar.

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Focus on: modeling / optimization / and creativity.

Large Language Model & LLM on EDA

Agent system / ICL

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Agent System with LLM-labeled Regression Tree:

https://arxiv.org/abs/2408.12775

Agent system / RL + LLM

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AnalogCoder

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In-context learning with Bayesian Optimization: https://arxiv.org/abs/2406.05250

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Computational Lithography

About computational lithography

👉 Forward Simulation.

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[[DAC23] Nitho: NeRF-inspired forward lithography simulator ](https://gjchen.notion.site/DAC23-Nitho-NeRF-inspired-forward-lithography-simulator-1ffb31bd65a44aa093df95a200b18453)

Nitho: NeRF-inspired forward lithography

Nitho: NeRF-inspired forward lithography

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[SPIE, OpenSource] TorchLitho :


⏮️ Backward Optimization