Recent News

A paper on hybrid unary binary systolic array is accepted in HPCA 2022

More information can be found here.

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.

An invited paper on unifying multiple dataflows with approximate computing is accepted in ICCD 2021

More information can be found here.

A paper on unifying multiple nonlinear operations with approximate computing is accepted in ISLPED 2021

More information can be found here.

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.

The website for unary computing is up

The website can be accessed here.

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.

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.

A paper on metric-based early termination is accepted in ASP-DAC 2021

More information can be found here.

A paper on unary GEMM architecture is accepted in ISCA 2020

More information can be found here.