Posts

My dissertion is selected to DAC Ph.D. Forum 2021 by ACM SIGDA
The dissertation topic is “Low-Power Unary Computing Architecture”. More information related to unary computing can be found on our unary computing website.
Oct 13, 2021 1 min read
An invited paper on unifying multiple dataflows with approximate computing is accepted in ICCD 2021
More information can be found here.
Sep 13, 2021 1 min read
Project
A paper on unifying multiple nonlinear operations with approximate computing is accepted in ISLPED 2021
More information can be found here.
May 21, 2021 1 min read
Project
A paper on 16-bit floating point training is up on arXiv
This work was done while interning at Cerebras Systems during 2020 summer, and the paper can be found here.
Mar 29, 2021 1 min read
The website for unary computing is up
The website can be accessed here.
Feb 1, 2021 1 min read
Project
uGEMM (ISCA'20) is selected as one of twelve IEEE Micro Top Picks for 2020
This top pick paper is titled “uGEMM: Unary Computing for GEMM Applications” in the IEEE Micro 2021 special issue on “Top Picks from the 2020 Computer Architecture Conferences”, collecting some of the most significant research papers in computer architecture based on novelty and potential for long-term impact.
Jan 8, 2021 1 min read
Project
A paper on nonlinear SC unit design is accepted in IEEE Design & Test 2021
This paper is titled “In-Stream Correlation-Based Division and Bit-Inserting Square Root in Stochastic Computing” in the IEEE Design & Test 2021 Special Issue on Stochastic Computing for Neuromorphic Architectures. And it is an extended work of the previous DAC'19 paper.
Dec 30, 2020 1 min read
Project
A paper on metric-based early termination is accepted in ASP-DAC 2021
More information can be found here.
Sep 12, 2020 1 min read
Project
A paper on unary GEMM architecture is accepted in ISCA 2020
More information can be found here.
May 30, 2020 1 min read
Project
A paper on approximate exp unit design is accepted in ISLPED 2019
More information can be found here.
Jul 29, 2019 1 min read
Project