Yoonho Boo

22 papers A* 3A 1Misc 4Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2024 — conf
2.4 ATOMUS: A 5nm 32TFLOPS/128TOPS ML System-on-Chip for Latency Critical Applications.
ISSCC
Chang-Hyo Yu, Hyo-Eun Kim, Sungho Shin, Kyeongryeol Bong, Hyunsuk Kim, Yoonho Boo, Jaewan Bae, Minjae Kwon, Karim Charfi, Jinseok Kim, Hongyun Kim, Myeongbo Shim, Changsoo Ha, Wongyu Shin, Jae-Sung Yoon, Miock Chi, Byungjae Lee, Sungpill Choi, Donghan Kim, Jeongseok Woo, Seokju Yoon, Hyunje Jo, Hyunho Kim, Hyun-Seok Heo, Young-Jae Jin, Jiun Yu, Jaehwan Lee, Hyunsung Kim, Minhoo Kang, Seokhyeon Choi, Seung-Goo Kim, Myung-Hoon Choi, Jungju Oh, Yunseong Kim, Haejoon Kim, Sangeun Je, Junhee Ham, Juyeong Yoon, Jaedon Lee, Seonhyeok Park, Youngseob Park, Jaebong Lee, Boeui Hong, Jaehun Ryu, Hyunseok Ko, Kwanghyun Chung, Jongho Choi, Sunwook Jung, Yashael Faith Arthanto, Jonghyeon Kim, Heejin Cho, Hyebin Jeong, Sungmin Choi, Sujin Han, Junkyu Park, Kwangbae Lee, Sung-il Bae, Jaeho Bang, Kyeong-Jae Lee, Yeongsang Jang, Jungchul Park, Sanggyu Park, Jueon Park, Hyein Shin, Sunghyun Park, Jinwook Oh
2022 — conf
LightTrader : World's first AI-enabled High-Frequency Trading Solution with 16 TFLOPS / 64 TOPS Deep Learning Inference Accelerators.
HCS
Hyunsung Kim, Sungyeob Yoo, Jaewan Bae, Kyeongryeol Bong, Yoonho Boo, Karim Charfi, Hyo-Eun Kim, Hyun Suk Kim, Jinseok Kim, Byungjae Lee, Jaehwan Lee, Myeongbo Shim, Sungho Shin, Jeong Seok Woo, Joo-Young Kim, Sunghyun Park, Jinwook Oh
2021 Misc conf
SQWA: Stochastic Quantized Weight Averaging For Improving The Generalization Capability Of Low-Precision Deep Neural Networks.
ICASSP
Sungho Shin, Yoonho Boo, Wonyong Sung
2021 A* conf
Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks.
AAAI
Yoonho Boo, Sungho Shin, Jungwook Choi, Wonyong Sung
2020 Misc conf
Fixed-Point Optimization of Transformer Neural Network.
ICASSP
Yoonho Boo, Wonyong Sung
2020 A* conf
HLHLp: Quantized Neural Networks Training for Reaching Flat Minima in Loss Surface.
AAAI
Sungho Shin, Jinhwan Park, Yoonho Boo, Wonyong Sung
2020 — conf
Knowledge Distillation for Optimization of Quantized Deep Neural Networks.
SiPS
Sungho Shin, Yoonho Boo, Wonyong Sung
2020 — conf
Quantized Neural Networks: Characterization and Holistic Optimization.
SiPS
Yoonho Boo, Sungho Shin, Wonyong Sung
2020 J jnl
Quantized Neural Networks: Characterization and Holistic Optimization.
CoRR
Yoonho Boo, Sungho Shin, Wonyong Sung
2020 J jnl
SQWA: Stochastic Quantized Weight Averaging for Improving the Generalization Capability of Low-Precision Deep Neural Networks.
CoRR
Sungho Shin, Yoonho Boo, Wonyong Sung
2020 J jnl
Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks.
CoRR
Yoonho Boo, Sungho Shin, Jungwook Choi, Wonyong Sung
2019 J jnl
Compression of Deep Neural Networks with Structured Sparse Ternary Coding.
J. Signal Process. Syst.
Yoonho Boo, Wonyong Sung
2019 J jnl
Empirical Analysis of Knowledge Distillation Technique for Optimization of Quantized Deep Neural Networks.
CoRR
Sungho Shin, Yoonho Boo, Wonyong Sung
2019 Misc conf
Memorization Capacity of Deep Neural Networks under Parameter Quantization.
ICASSP
Yoonho Boo, Sungho Shin, Wonyong Sung
2018 A* conf
Fully Neural Network Based Speech Recognition on Mobile and Embedded Devices.
NeurIPS
Jinhwan Park, Yoonho Boo, Iksoo Choi, Sungho Shin, Wonyong Sung
2018 A conf
Hierarchical Recurrent Neural Networks for Acoustic Modeling.
INTERSPEECH
Jinhwan Park, Iksoo Choi, Yoonho Boo, Wonyong Sung
2018 — conf
On-Device End-to-end Speech Recognition with Multi-Step Parallel Rnns.
SLT
Yoonho Boo, Jinhwan Park, Lukas Lee, Wonyong Sung
2017 Misc conf
Fixed-point optimization of deep neural networks with adaptive step size retraining.
ICASSP
Sungho Shin, Yoonho Boo, Wonyong Sung
2017 J jnl
Fixed-point optimization of deep neural networks with adaptive step size retraining.
CoRR
Sungho Shin, Yoonho Boo, Wonyong Sung
2017 — conf
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks.
NIPS
Kyuhong Shim, Minjae Lee, Iksoo Choi, Yoonho Boo, Wonyong Sung
2017 J jnl
Structured Sparse Ternary Weight Coding of Deep Neural Networks for Efficient Hardware Implementations.
CoRR
Yoonho Boo, Wonyong Sung
2017 — conf
Structured sparse ternary weight coding of deep neural networks for efficient hardware implementations.
SiPS
Yoonho Boo, Wonyong Sung