2016.9-2020.7 浙江大学信息工程 工学学士

2020.8-2024.7 香港中文大学计算机科学与工程 博士

2019.9-2020.6 香港中文大学 研究助理

2024.11-至今 必威西汉姆联官网 上岗副研究员(副教授)

芯片的可制造性设计；大模型辅助设计；先进制程的性能建模。

发表论文：

Disentangle, Align and Generalize: Learning A Timing Predictor from Different Technology Nodes, Xinyun Zhang*, Binwu Zhu*, Fangzhou Liu, ZiyiWang, Peng Xu, Hong Xu, Bei Yu. DAC, 2024

L2O-ILT: Learning to Optimize Inverse Lithography Techniques, Binwu Zhu, Su Zheng, Ziyang Yu, Guojin Chen, Yuzhe Ma, Fan Yang, Bei Yu, Martin D.F. Wong, TCAD, 2023

DRC-SG 2.0: Efficient Design Rule Checking Script Generation via Key Information Extraction, Binwu Zhu, Xinyun Zhang, Yibo Lin, Bei Yu, Martin Wong, TODAES, 2023

Efficient Design Rule Checking Script Generation via Key Information Extraction, Binwu Zhu, Xinyun Zhang, Yibo Lin, Bei Yu, Martin Wong, MLCAD, 2022 (Best Paper Award Nomination)

Hotspot Detection via Multi-task Learning and Transformer Encoder, Binwu Zhu, Ran Chen, Xinyun Zhang, Fan Yang, Xuan Zeng, Bei Yu, Martin D.F. Wong, ICCAD, 2021

Fracturing-aware Curvilinear ILT via Circular E-beam Mask Writer, Xinyun Zhang, Su Zheng, Guojin Chen, Binwu Zhu, Hong Xu, Bei Yu, DAC, 2024

LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing, Su Zheng, Haoyu Yang, Binwu Zhu, Bei Yu, Martin D.F. Wong , NeurIPS, 2023

McPAT-Calib: A RISC-V BOOM Microarchitecture Power Modeling Framework, Jianwang Zhai, Chen Bai, Binwu Zhu, Yici Cai, Qiang Zhou, Bei Yu, TCAD, 2023

PTPT: Physical Design Tool Parameter Tuning via Multi-Objective Bayesian Optimization, Hao Geng, Tinghuan Chen, Yuzhe Ma, Binwu Zhu, Bei Yu, TCAD, 2023

Context-based Contrastive Learning for Scene Text Recognition, Xinyun Zhang, Binwu Zhu, Xufeng Yao, Qi Sun, Ruiyu Li, Bei Yu, AAAI, 2022

McPAT-Calib: A Microarchitecture Power Modeling Framework for Modern CPUs, Jianwang Zhai, Chen Bai, Binwu Zhu, Yici Cai, Qiang Zhou, Bei Yu, ICCAD, 2021