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Yuji Chai
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2020 – today
- 2023
- [j1]Thierry Tambe
, En-Yu Yang, Glenn G. Ko, Yuji Chai, Coleman Hooper
, Marco Donato
, Paul N. Whatmough
, Alexander M. Rush, David Brooks
, Gu-Yeon Wei:
A 16-nm SoC for Noise-Robust Speech and NLP Edge AI Inference With Bayesian Sound Source Separation and Attention-Based DNNs. IEEE J. Solid State Circuits 58(2): 569-581 (2023) - [c8]Rongjian Liang
, Nathaniel Ross Pinckney, Yuji Chai, Haoxin Ren, Brucek Khailany:
Late Breaking Results: Test Selection For RTL Coverage By Unsupervised Learning From Fast Functional Simulation. DAC 2023: 1-2 - [i3]Yuji Chai, Devashree Tripathy, Chuteng Zhou, Dibakar Gope, Igor Fedorov, Ramon Matas Navarro, David Brooks, Gu-Yeon Wei, Paul N. Whatmough:
PerfSAGE: Generalized Inference Performance Predictor for Arbitrary Deep Learning Models on Edge Devices. CoRR abs/2301.10999 (2023) - [i2]Yuji Chai, John Gkountouras, Glenn G. Ko, David Brooks, Gu-Yeon Wei:
INT2.1: Towards Fine-Tunable Quantized Large Language Models with Error Correction through Low-Rank Adaptation. CoRR abs/2306.08162 (2023) - 2022
- [c7]Yuji Chai, Glenn G. Ko, Wei-Te Mark Ting, Luke Bailey, David Brooks, Gu-Yeon Wei:
CoopMC: Algorithm-Architecture Co-Optimization for Markov Chain Monte Carlo Accelerators. HPCA 2022: 38-52 - [i1]Yuji Chai, Luke Bailey, Yunho Jin, Matthew Karle, Glenn G. Ko:
Bigger&Faster: Two-stage Neural Architecture Search for Quantized Transformer Models. CoRR abs/2209.12127 (2022) - 2021
- [c6]Thierry Tambe, En-Yu Yang, Glenn G. Ko, Yuji Chai, Coleman Hooper, Marco Donato, Paul N. Whatmough, Alexander M. Rush
, David Brooks, Gu-Yeon Wei:
SM6: A 16nm System-on-Chip for Accurate and Noise-Robust Attention-Based NLP Applications : The 33rd Hot Chips Symposium - August 22-24, 2021. HCS 2021: 1-13 - [c5]Thierry Tambe
, En-Yu Yang, Glenn G. Ko, Yuji Chai, Coleman Hooper, Marco Donato, Paul N. Whatmough, Alexander M. Rush
, David Brooks, Gu-Yeon Wei:
9.8 A 25mm2 SoC for IoT Devices with 18ms Noise-Robust Speech-to-Text Latency via Bayesian Speech Denoising and Attention-Based Sequence-to-Sequence DNN Speech Recognition in 16nm FinFET. ISSCC 2021: 158-160 - 2020
- [c4]Glenn G. Ko, Yuji Chai, Marco Donato, Paul N. Whatmough, Thierry Tambe
, Rob A. Rutenbar
, Gu-Yeon Wei, David Brooks:
A Scalable Bayesian Inference Accelerator for Unsupervised Learning. Hot Chips Symposium 2020: 1-27 - [c3]Glenn G. Ko, Yuji Chai, Marco Donato, Paul N. Whatmough, Thierry Tambe
, Rob A. Rutenbar
, David Brooks, Gu-Yeon Wei:
A 3mm2 Programmable Bayesian Inference Accelerator for Unsupervised Machine Perception using Parallel Gibbs Sampling in 16nm. VLSI Circuits 2020: 1-2
2010 – 2019
- 2019
- [c2]Glenn G. Ko, Yuji Chai, Rob A. Rutenbar
, David Brooks, Gu-Yeon Wei:
FlexGibbs: Reconfigurable Parallel Gibbs Sampling Accelerator for Structured Graphs. FCCM 2019: 334 - [c1]Glenn G. Ko, Yuji Chai, Rob A. Rutenbar
, David Brooks, Gu-Yeon Wei:
Accelerating Bayesian Inference on Structured Graphs Using Parallel Gibbs Sampling. FPL 2019: 159-165
Coauthor Index
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last updated on 2024-05-08 21:43 CEST by the dblp team
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