Haoyuan Wu (伍浩源) Ph.D. Student Department of Computer Science and Engineering The Chinese University of Hong Kong Supervisor: Prof. Bei Yu Email:wuhyhowell@gmail.com

Biography

I am a first-year Ph.D. student at the Department of Computer Science and Engineering, The Chinese University of Hong Kong (CUHK), supervised by Prof. Bei Yu since 2024 Fall. Prior to that, I received my B.Eng. in Software Engineering from Sun Yat-Sen University (SYSU) in 2022 and M.Sc in Computer Science from The Chinese University of Hong Kong (CUHK) in 2023.

Research Interest

• Generative AI

• Efficient Deep Learning

• Multi-Modality

• Design Automation

Publication

Journal papers

• ChatEDA: A Large Language Model Powered Autonomous Agent for EDA,
  Haoyuan Wu, Zhuolun He, Xinyun Zhang, Xufeng Yao, Su Zheng, Haisheng Zheng, Bei Yu,
  IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2024.
  (arXiv) (TCAD'24) (code)

Conference papers

• iRw: An Intelligent Rewriting,
  Haisheng Zheng, Haoyuan Wu, Zhuolun He, Yuzhe Ma, Bei Yu,
  IEEE/ACM Proceedings Design, Automation and Test in Europe (DATE), 2024.
  

• Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks,
  Haoyuan Wu, Haisheng Zheng, Zhuolun He, Bei Yu,
  Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024.
  (arXiv) (EMNLP'24) (code) (model)

• Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QA,
  Yuan Pu, Zhuolun He, Tairu Qiu, Haoyuan Wu, Bei Yu,
  IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2024. (Best Paper Award Nomination)
  (arXiv) (code)

• p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models,
  Haoyuan Wu, Xinyun Zhang, Peng Xu, Peiyu Liao, Xufeng Yao, Bei Yu,
  AAAI Conference on Artificial Intelligence (AAAI), 2024. (Oral)
  (arXiv) (AAAI'24) (code)

• ChatEDA: A Large Language Model Powered Autonomous Agent for EDA,
  Zhuolun He, Haoyuan Wu, Xinyun Zhang, Xufeng Yao, Su Zheng, Haisheng Zheng, Bei Yu,
  ACM/IEEE Workshop on Machine Learning for CAD (MLCAD), 2023.
  (arXiv) (MLCAD'23) (code)

Education

• Ph.D., Department of Computer Science and Engineering, The Chinese University of Hong Kong (CUHK), Aug. 2024 - present

• M.Sc., Department of Computer Science and Engineering, The Chinese University of Hong Kong (CUHK), Sept. 2022 - Oct. 2023

• B.Eng., School of Computer Science and Engineering, Sun Yat-Sen University (SYSU), Sept. 2018 - Jun. 2022

Experiences

Shanghai Artificial Intelligence Laboratory, Shanghai, China

• Research Assistant, May. 2023 - Jul. 2024