Arch for ML & ML for Arch

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_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!

https://github.com/Entropy-xcy/yhjm
0 forks.
0 stars.
0 open issues.
Recent commits:

• Stick with 10000 Ports, Entropy Xu
• ., Entropy Xu
• Dockerized, Entropy Xu
• Preaparing to dockerize, Entropy Xu
• Fix restart script, Entropy Xu

• 移花接木-TO GRAB ONE TWIG ON ANOTHER
• A script for automatically configure global transparent proxy based on FRP.

Deep Depth

High Quality Monocular Depth Estimation via Transfer Learning
https://github.com/Entropy-xcy/DeepDepth
0 forks.
2 stars.
0 open issues.
Recent commits:

• Add testing video, Entropy Xu
• Concact image now, Entropy Xu
• Fuck it, Entropy Xu
• Update README.md, GitHub
• Update README.md, GitHub

• 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

• 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