About me
I am Cheng Zhang, a first-year PhD student in Circuits and System Group, the Department of Electrical and Electronic Engineering, Imperial College London, supervised by Dr Yiren (Aaron) Zhao and Prof George A. Constantinides. My research interests mainly include efficient machine learning and AI acceleration.
Education
- PhD in Electrical and Electronic Engineering, Imperial College London, Jan 2023 - Current
- MSc in Electronics, The University of Edinburgh, Sep 2021 - Aug 2022
- BEng in Automation, Beihang University, Sep 2017 - Jun 2021
Publications
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[NeurIPS2023 Workshop] Cheng Zhang, Jianyi Cheng, Zhewen Yu, Yiren Zhao. MASE: An Efficient Representation for Software-Defined ML Hardware System Exploration. Workshop on ML for Systems at NeurIPS 2023.
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[EMNLP2023] Cheng Zhang, Jianyi Cheng, Ilia Shumailov, George Anthony Constantinides, Yiren Zhao. Revisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference? Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing.