Currently pursuing Ph.D. degree in Computer Science at Duke University.
Thesis: Computer Architecture for Machine Learning & Machine Learning for Computer Architecture
Interests 兴趣:
Research 研究:
Micro Architecture, Domain Specific Accelerator, Cache and Memory-subsystem, Machine Learning for Computer Architecture
微构架,硬件加速器,缓存,针对构架的机器学习
Personal 个人:
Deep Learning, Cryptocurrency Mining, Linux, Scala
深度学习,挖矿,Linux, Scala
Publications 文章发表:
[ISCA 2022] SNS’s not a Synthesizer: A Deep-Learning-Based Synthesis Predictor
- Ceyu Xu, Chris Kjellqvist, and Lisa Wu Wills. In The 49th Annual International Symposium on Computer Archi- tecture (ISCA 22)
- Acceptance Rate: 67/398 ≈ 17%
- https://doi.org/10.1145/3470496.3527444
- Design a deep learning model for making fast and accurate predictions of the power, performance and area of large scale arbitrary hardware designs.
- SNS Achieves up to 5000x speedup over traditional logic synthesizers.

[ASPLOS 2022] ProSE: The Architecture and Design of a Protein Discovery Engine
- Ceyu Xu*, Eyes Robson*, and Lisa Wu Wills. In Proceedings of the 27th ACM International Conference on Archi- tectural Support for Programming Languages and Operating Systems (ASPLOS 2022).
- Acceptance Rate: 80/397 ≈ 20%
- https://doi.org/10.1145/3503222.3507722
- Design a custom heterogeneous systolic array system for accelerating a long-sequence-length protein BERT model.

Featured Projects 项目:
Toxic Processor
Toxic_v2 (this link opens in a new window) by Entropy-xcy (this link opens in a new window)
One of the world’s simplest implementation of a processor.

- Toxic_V1: https://github.com/Entropy-xcy/Toxic_v1
- Toxic_V2: https://github.com/Entropy-xcy/Toxic_v2
- Toxic_V2_Simulator: https://github.com/Entropy-xcy/Toxic_v2_simulator
- Toxic_V2_RTL: https://github.com/Entropy-xcy/Toxic_v2_RTL
- Toxic_V2_Assembler: Not Ready Yet!
- Toxic_V3_Chisel: https://github.com/Entropy-xcy/Toxic_v3_chisel
YHJM!
- 移花接木-TO GRAB ONE TWIG ON ANOTHER
- A script for automatically configure global transparent proxy based on FRP.
Deep Depth
- Forked from: https://github.com/ialhashim/DenseDepth
- A Python3 OpenCV and Keras implementation of the original NYU Depth V2 model.
- Optimized for NVIDIA Jetson Nano
Rank Face
RankFace (this link opens in a new window) by Entropy-xcy (this link opens in a new window)
A deep learning based model to judge the AQ, Appearance Quotient, of faces. (For Chinese Young Girls Only)
- A deep learning based model to judge the AQ, Appearance Quotient, of faces.
Education 学历:
- Duke University
- Ph.D. in Computer Science
- 06/2020-Present
- University of California, Irvine,
- 09/2017-03/2020
- Bachelor of Engineering in Computer Engineering
- Receives more than $5000 scholarship in total
- Recipient of IEEE Microwave Theory and Techniques Society (MTT-S) Undergraduate Scholarship 2019
- Recipient of Summer Undergraduate Research Program (SURP) Scholarship at UCI for Summer 2019
- Dean’s Honor List of UCI, 2017
- Dean’s Honor List of UCI, 2018
- Dean’s Honor List of UCI, 2019