Sungjoo Yoo

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 66

Top Venues

Publications

Han-Byul Kim, Joo Hyung Lee, Sungjoo Yoo, Hong-Seok Kim
MetaMix: Meta-State Precision Searcher for Mixed-Precision Activation Quantization. AAAI (2024)
Hanjoon Kim, Younggeun Choi, Junyoung Park, Byeongwook Bae, Hyunmin Jeong, Sang Min Lee, Jeseung Yeon, Minho Kim, Changjae Park, Boncheol Gu, Changman Lee, Jaeick Bae, SungGyeong Bae, Yojung Cha, Wooyoung Choe, Jonguk Choi, Juho Ha, Hyuck Han, Namoh Hwang, Seokha Hwang, Kiseok Jang, Haechan Je, Hojin Jeon, Jaewoo Jeon, Hyunjun Jeong, Yeonsu Jung, Dongok Kang, Hyewon Kim, Minjae Kim, Muhwan Kim, Sewon Kim, Suhyung Kim, Won Kim, Yong Kim, Youngsik Kim, Younki Ku, Jeong Ki Lee, Juyun Lee, Kyungjae Lee, Seokho Lee, Minwoo Noh, Hyuntaek Oh, Gyunghee Park, Sanguk Park, Jimin Seo, Jungyoung Seong, June Paik, Nuno P. Lopes, Sungjoo Yoo
TCP: A Tensor Contraction Processor for AI Workloads Industrial Product. ISCA (2024)
JongMin Lee, Yohann Cabon, Romain Brégier, Sungjoo Yoo, Jérôme Revaud
MFOS: Model-Free & One-Shot Object Pose Estimation. AAAI (2024)
Hyunyoung Jung, Seonghyeon Nam, Nikolaos Sarafianos, Sungjoo Yoo, Alexander Sorkine-Hornung, Rakesh Ranjan
Geometry Transfer for Stylizing Radiance Fields. CoRR (2024)
Yongdeok Kim, Jaehyung Ahn, Myeongwoo Kim, Changin Choi, Heejae Kim, Narankhuu Tuvshinjargal, Seungwon Lee, Yanzi Zhang, Yuan Pei, Xiongzhan Linghu, Jingkun Ma, Lin Chen, Yuehua Dai, Sungjoo Yoo
Breaking MLPerf Training: A Case Study on Optimizing BERT. CoRR (2024)
Hyunyoung Jung, Zhuo Hui, Lei Luo, Haitao Yang, Feng Liu, Sungjoo Yoo, Rakesh Ranjan, Denis Demandolx
AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural Representation. CVPR (2023)
JongMin Lee, Yohann Cabon, Romain Brégier, Sungjoo Yoo, Jérôme Revaud
MFOS: Model-Free & One-Shot Object Pose Estimation. CoRR (2023)
Euntae Choi, Youshin Lim, Byeong-Yeol Kim, Hyung Yong Kim, Hanbin Lee, Yunkyu Lim, Seung Woo Yu, Sungjoo Yoo
Masked Token Similarity Transfer for Compressing Transformer-Based ASR Models. ICASSP (2023)
JongMin Lee, Eunhyeok Park, Sungjoo Yoo
Multi-scale Local Implicit Keypoint Descriptor for Keypoint Matching. CVPR Workshops (2023)
Junwhan Ahn, Sungpack Hong, Sungjoo Yoo, Onur Mutlu, Kiyoung Choi
Retrospective: A Scalable Processing-in-Memory Accelerator for Parallel Graph Processing. CoRR (2023)
Han-Byul Kim, Joo Hyung Lee, Sungjoo Yoo, Hong-Seok Kim
MetaMix: Meta-state Precision Searcher for Mixed-precision Activation Quantization. CoRR (2023)
Hyunyoung Jung, Zhuo Hui, Lei Luo, Haitao Yang, Feng Liu, Sungjoo Yoo, Rakesh Ranjan, Denis Demandolx
AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural Representation. CoRR (2023)
Juncheol Shin, Junhyuk So, Sein Park, Seungyeop Kang, Sungjoo Yoo, Eunhyeok Park
NIPQ: Noise proxy-based Integrated Pseudo-Quantization. CVPR (2023)
Seungyeop Kang, Sungjoo Yoo
TernaryNeRF: Quantizing Voxel Grid-based NeRF Models. RSP (2022)
Han-Byul Kim, Eunhyeok Park, Sungjoo Yoo
BASQ: Branch-wise Activation-clipping Search Quantization for Sub-4-bit Neural Networks. ECCV (12) (2022)
Vikas Chandra, Yiran Chen, Sungjoo Yoo
Introduction to the Special Section on Energy-Efficient AI Chips. ACM Trans. Design Autom. Electr. Syst. 27 (5) (2022)
Namwoo Lee, Hyunsu Kim, Gayoung Lee, Sungjoo Yoo, Yunjey Choi
Memory Efficient Patch-based Training for INR-based GANs. CoRR (2022)
Soobeom Kim, Seunghwan Cho, Eunhyeok Park, Sungjoo Yoo
FPGA Prototyping of Systolic Array-based Accelerator for Low-Precision Inference of Deep Neural Networks. RSP (2021)
Sung Min Cho, Hongjun Lim, Keunchan Park, Sungjoo Yoo, Eunhyeok Park
On the Overlooked Significance of Underutilized Contextual Features in Recent News Recommendation Models. CoRR (2021)
Hyunyoung Jung, Eunhyeok Park, Sungjoo Yoo
Fine-grained Semantics-aware Representation Enhancement for Self-supervised Monocular Depth Estimation. CoRR (2021)
Hyunsu Kim, Yunjey Choi, Junho Kim, Sungjoo Yoo, Youngjung Uh
StyleMapGAN: Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing. CoRR (2021)
Hyunyoung Jung, Eunhyeok Park, Sungjoo Yoo
Fine-grained Semantics-aware Representation Enhancement for Self-supervised Monocular Depth Estimation. ICCV (2021)
Taemin Lee, Sungjoo Yoo
Augmenting Few-Shot Learning With Supervised Contrastive Learning. IEEE Access 9 (2021)
Hyunsu Kim, Yunjey Choi, Junho Kim, Sungjoo Yoo, Youngjung Uh
Exploiting Spatial Dimensions of Latent in GAN for Real-Time Image Editing. CVPR (2021)
Eunhyeok Park, Sungjoo Yoo
PROFIT: A Novel Training Method for sub-4-bit MobileNet Models. ECCV (6) (2020)
Sung Min Cho, Eunhyeok Park, Sungjoo Yoo
MEANTIME: Mixture of Attention Mechanisms with Multi-temporal Embeddings for Sequential Recommendation. RecSys (2020)
Seunghwan Cho, Haerang Choi, Eunhyeok Park, Hyunsung Shin, Sungjoo Yoo
McDRAM v2: In-Dynamic Random Access Memory Systolic Array Accelerator to Address the Large Model Problem in Deep Neural Networks on the Edge. IEEE Access 8 (2020)
Won-Kyung Kang, Sungjoo Yoo
$Q$ -Value Prediction for Reinforcement Learning Assisted Garbage Collection to Reduce Long Tail Latency in SSD. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Sung Min Cho, Eunhyeok Park, Sungjoo Yoo
MEANTIME: Mixture of Attention Mechanisms with Multi-temporal Embeddings for Sequential Recommendation. CoRR (2020)
Eunhyeok Park, Sungjoo Yoo
PROFIT: A Novel Training Method for sub-4-bit MobileNet Models. CoRR (2020)
Haerang Choi, Yosep Lee, Jae-Joon Kim, Sungjoo Yoo
A Novel In-DRAM Accelerator Architecture for Binary Neural Network. COOL CHIPS (2020)
Haerang Choi, Do-sun Hong, Jaesung Lee, Sungjoo Yoo
Reducing DRAM refresh power consumption by runtime profiling of retention time and dual-row activation. Microprocess. Microsystems 72 (2020)
Hyunsu Kim, Ho Young Jhoo, Eunhyeok Park, Sungjoo Yoo
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss. ICCV (2019)
Jisuk Kim, Jinyub Lee, Sungjoo Yoo
Machine Learning-Based Automatic Generation of eFuse Configuration in NAND Flash Chip. ITC (2019)
Jongeun Koo, Eunhyeok Park, Dongyoung Kim, Junki Park, Sungju Ryu, Sungjoo Yoo, Jae-Joon Kim
Low-overhead, one-cycle timing-error detection and correction technique for flip-flop based pipelines. IEICE Electron. Express 16 (11) (2019)
Hyunsu Kim, Ho Young Jhoo, Eunhyeok Park, Sungjoo Yoo
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss. CoRR (2019)
Carole-Jean Wu, David Brooks, Kevin Chen, Douglas Chen, Sy Choudhury, Marat Dukhan, Kim M. Hazelwood, Eldad Isaac, Yangqing Jia, Bill Jia, Tommer Leyvand, Hao Lu, Yang Lu, Lin Qiao, Brandon Reagen, Joe Spisak, Fei Sun, Andrew Tulloch, Peter Vajda, Xiaodong Wang, Yanghan Wang, Bram Wasti, Yiming Wu, Ran Xian, Sungjoo Yoo, Peizhao Zhang
Machine Learning at Facebook: Understanding Inference at the Edge. HPCA (2019)
Eunhyeok Park, Sungjoo Yoo, Peter Vajda
Value-aware Quantization for Training and Inference of Neural Networks. CoRR (2018)
Jongsoo Park, Maxim Naumov, Protonu Basu, Summer Deng, Aravind Kalaiah, Daya Shanker Khudia, James Law, Parth Malani, Andrey Malevich, Nadathur Satish, Juan Miguel Pino, Martin Schatz, Alexander Sidorov, Viswanath Sivakumar, Andrew Tulloch, Xiaodong Wang, Yiming Wu, Hector Yuen, Utku Diril, Dmytro Dzhulgakov, Kim M. Hazelwood, Bill Jia, Yangqing Jia, Lin Qiao, Vijay Rao, Nadav Rotem, Sungjoo Yoo, Mikhail Smelyanskiy
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications. CoRR (2018)
Eunhyeok Park, Sungjoo Yoo, Peter Vajda
Value-Aware Quantization for Training and Inference of Neural Networks. ECCV (4) (2018)
Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo
Energy-Efficient Neural Network Accelerator Based on Outlier-Aware Low-Precision Computation. ISCA (2018)
Hyunsung Shin, Dongyoung Kim, Eunhyeok Park, Sungho Park, Yongsik Park, Sungjoo Yoo
McDRAM: Low Latency and Energy-Efficient Matrix Computations in DRAM. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo, Peter Vajda
Precision Highway for Ultra Low-Precision Quantization. CoRR (2018)
Duseok Kang, Donghyun Kang, Jintaek Kang, Sungjoo Yoo, Soonhoi Ha
Joint optimization of speed, accuracy, and energy for embedded image recognition systems. DATE (2018)
Mungyu Son, Junwhan Ahn, Sungjoo Yoo
Nonvolatile Write Buffer-Based Journaling Bypass for Storage Write Reduction in Mobile Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (9) (2018)
Dongyoung Kim, Soobeom Kim, Sungjoo Yoo
FPGA Prototyping of Low-Precision Zero-Skipping Accelerator for Neural Networks. RSP (2018)
Dongyoung Kim, Junwhan Ahn, Sungjoo Yoo
ZeNA: Zero-Aware Neural Network Accelerator. IEEE Des. Test 35 (1) (2018)
Won-Kyung Kang, Sungjoo Yoo
Dynamic management of key states for reinforcement learning-assisted garbage collection to reduce long tail latency in SSD. DAC (2018)
Won-Kyung Kang, Dongkun Shin, Sungjoo Yoo
Reinforcement Learning-Assisted Garbage Collection to Mitigate Long-Tail Latency in SSD. ACM Trans. Embed. Comput. Syst. 16 (5s) (2017)
Dongyoung Kim, Junwhan Ahn, Sungjoo Yoo
A novel zero weight/activation-aware hardware architecture of convolutional neural network. DATE (2017)
Eunhyeok Park, Junwhan Ahn, Sungjoo Yoo
Weighted-Entropy-Based Quantization for Deep Neural Networks. CVPR (2017)
Jinho Lee, Heesu Kim, Sungjoo Yoo, Kiyoung Choi, H. Peter Hofstee, Gi-Joon Nam, Mark Nutter, Damir A. Jamsek
ExtraV: Boosting Graph Processing Near Storage with a Coherent Accelerator. Proc. VLDB Endow. 10 (12) (2017)
Taemin Lee, Sungjoo Yoo
An FPGA-based platform for non volatile memory emulation. NVMSA (2017)
Mungyu Son, Hyunsun Park, Junwhan Ahn, Sungjoo Yoo
Making DRAM Stronger Against Row Hammering. DAC (2017)
Junwhan Ahn, Sungjoo Yoo, Kiyoung Choi
AIM: Energy-Efficient Aggregation Inside the Memory Hierarchy. ACM Trans. Archit. Code Optim. 13 (4) (2016)
Zhenyu Sun, Xiuyuan Bi, Wenqing Wu, Sungjoo Yoo, Hai (Helen) Li
Array Organization and Data Management Exploration in Racetrack Memory. IEEE Trans. Computers 65 (4) (2016)
Junwhan Ahn, Sungjoo Yoo, Kiyoung Choi
Prediction Hybrid Cache: An Energy-Efficient STT-RAM Cache Architecture. IEEE Trans. Computers 65 (3) (2016)
Youngsik Kim, Sungjoo Yoo, Sunggu Lee
Improving Write Performance by Controlling Target Resistance Distributions in MLC PRAM. ACM Trans. Design Autom. Electr. Syst. 21 (2) (2016)
Hyunsun Park, Dongyoung Kim, Junwhan Ahn, Sungjoo Yoo
Zero and data reuse-aware fast convolution for deep neural networks on GPU. CODES+ISSS (2016)
Yong-Deok Kim, Eunhyeok Park, Sungjoo Yoo, Taelim Choi, Lu Yang, Dongjun Shin
Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications. ICLR (Poster) (2016)
Jongeun Koo, Eunwoo Song, Eunhyeok Park, Dongyoung Kim, Junki Park, Sungju Ryu, Sungjoo Yoo, Jae-Joon Kim
Area-efficient one-cycle correction scheme for timing errors in flip-flop based pipelines. A-SSCC (2016)
Sungkwang Lee, Taemin Lee, Hyunsun Park, Junwhan Ahn, Sungjoo Yoo, Youjip Won, Sunggu Lee
Differential Write-Conscious Software Design on Phase-Change Memory: An SQLite Case Study. ACM Trans. Design Autom. Electr. Syst. 21 (3) (2016)
Taemin Lee, Sungjoo Yoo
Selective refresh to avoid read disturb errors in STT-RAM main memory. ISOCC (2016)
Junwhan Ahn, Sungjoo Yoo, Kiyoung Choi
Low-Power Hybrid Memory Cubes With Link Power Management and Two-Level Prefetching. IEEE Trans. Very Large Scale Integr. Syst. 24 (2) (2016)
Taemin Lee, Sungjoo Yoo
A dual-retention time architecture towards secure and high performance STT-RAM main memory subsystem. ISOCC (2016)
Cheul-Hee Hahm, Sunggu Lee, Taeyoung Lee, Sungjoo Yoo
Memory Access Scheduling for a Smart TV. IEEE Trans. Circuits Syst. Video Technol. 26 (2) (2016)
Joosung Yun, Sunggu Lee, Sungjoo Yoo
Dynamic Wear Leveling for Phase-Change Memories With Endurance Variations. IEEE Trans. Very Large Scale Integr. Syst. 23 (9) (2015)
Hyunsun Park, Chanha Kim, Sungjoo Yoo, Chanik Park
Filtering dirty data in DRAM to reduce PRAM writes. VLSI-SoC (2015)
Chanha Kim, Chanik Park, Sungjoo Yoo, Sunggu Lee
Extending lifetime of flash memory using strong error correction coding. IEEE Trans. Consumer Electron. 61 (2) (2015)
Mungyu Son, Junwhan Ahn, Sungjoo Yoo
A tiny-capacitor-backed non-volatile buffer to reduce storage writes in smartphones. CODES+ISSS (2015)
Eunhyeok Park, Junwhan Ahn, Sungpack Hong, Sungjoo Yoo, Sunggu Lee
Memory fast-forward: a low cost special function unit to enhance energy efficiency in GPU for big data processing. DATE (2015)
Dongki Kim, Sungjoo Yoo, Sunggu Lee
Hybrid Main Memory for High Bandwidth Multi-Core System. IEEE Trans. Multi Scale Comput. Syst. 1 (3) (2015)
Junwhan Ahn, Sungjoo Yoo, Onur Mutlu, Kiyoung Choi
PIM-enabled instructions: a low-overhead, locality-aware processing-in-memory architecture. ISCA (2015)
Eunhyeok Park, Dongyoung Kim, Soobeom Kim, Yong-Deok Kim, Gunhee Kim, Sungroh Yoon, Sungjoo Yoo
Big/little deep neural network for ultra low power inference. CODES+ISSS (2015)
Junyoung Park, Sunggu Lee, Sungjoo Yoo
Time slot assignment for convergecast in wireless sensor networks. J. Parallel Distributed Comput. 83 (2015)
Junwhan Ahn, Sungpack Hong, Sungjoo Yoo, Onur Mutlu, Kiyoung Choi
A scalable processing-in-memory accelerator for parallel graph processing. ISCA (2015)
Mungyu Son, Sungkwang Lee, Kyungho Kim, Sungjoo Yoo, Sunggu Lee
A small non-volatile write buffer to reduce storage writes in smartphones. DATE (2015)
Hyunsun Park, Junwhan Ahn, Eunhyeok Park, Sungjoo Yoo
Locality-aware vertex scheduling for GPU-based graph computation. VLSI-SoC (2015)
Junwhan Ahn, Sungjoo Yoo, Kiyoung Choi
DASCA: Dead Write Prediction Assisted STT-RAM Cache Architecture. HPCA (2014)
Junwhan Ahn, Sungjoo Yoo, Kiyoung Choi
Dynamic Power Management of Off-Chip Links for Hybrid Memory Cubes. DAC (2014)
Sang-Hoon Park, Dong-gun Kim, Kwanhu Bang, Hyuk-Jun Lee, Sungjoo Yoo, Eui-Young Chung
An Adaptive Idle-Time Exploiting Method for Low Latency NAND Flash-Based Storage Devices. IEEE Trans. Computers 63 (5) (2014)
Hayoung Kim, Dongyoung Kim, Jae-Joon Kim, Sungjoo Yoo, Sunggu Lee
Coarse-grained Bubble Razor to exploit the potential of two-phase transparent latch designs. DATE (2014)
Byeongchan Jeon, Gyuro Park, Junseok Lee, Sungjoo Yoo, Hong Jeong
A Memory-Efficient Architecture of Full HD Around View Monitor Systems. IEEE Trans. Intell. Transp. Syst. 15 (6) (2014)
Taemin Lee, Dongki Kim, Hyunsun Park, Sungjoo Yoo, Sunggu Lee
FPGA-based prototyping systems for emerging memory technologies. RSP (2014)
Eunhyuk Park, Sungjoo Yoo, Sunggu Lee, Hai Helen Li
Accelerating graph computation with racetrack memory and pointer-assisted graph representation. DATE (2014)
Junwhan Ahn, Sungjoo Yoo, Kiyoung Choi
Write intensity prediction for energy-efficient non-volatile caches. ISLPED (2013)
Young-Geun Choi, Sungjoo Yoo, Sunggu Lee, Jung Ho Ahn, Kangmin Lee
MAEPER: Matching Access and Error Patterns With Error-Free Resource for Low Vcc L1 Cache. IEEE Trans. Very Large Scale Integr. Syst. 21 (6) (2013)
Dongki Kim, Sungjoo Yoo, Sunggu Lee
A network congestion-aware memory subsystem for manycore. ACM Trans. Embed. Comput. Syst. 12 (4) (2013)
Junwhan Ahn, Sungjoo Yoo, Kiyoung Choi
Selectively protecting error-correcting code for area-efficient and reliable STT-RAM caches. ASP-DAC (2013)
Suk-Ju Kang, Sung In Cho, Sungjoo Yoo, Young Hwan Kim
Multi-histogram based scene change detection for frame rate up-conversion. ICCE (2013)
Suknam Kwon, Dongki Kim, Youngsik Kim, Sungjoo Yoo, Sunggu Lee
A case study on the application of real phase-change RAM to main memory subsystem. DATE (2012)
Hyunsun Park, Sungjoo Yoo, Sunggu Lee
A Multistep Tag Comparison Method for a Low-Power L2 Cache. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31 (4) (2012)
Ungjin Jang, Sunggu Lee, Sungjoo Yoo
Optimal wake-up scheduling of data gathering trees for wireless sensor networks. J. Parallel Distributed Comput. 72 (4) (2012)
Jun-hee Yoo, Sungjoo Yoo, Kiyoung Choi
Active Memory Processor for Network-on-Chip-Based Architecture. IEEE Trans. Computers 61 (5) (2012)
Youngsik Kim, Sungjoo Yoo, Sunggu Lee
Write performance improvement by hiding R drift latency in phase-change RAM. DAC (2012)
Dongki Kim, Sungkwang Lee, Jaewoong Chung, Daehyun Kim, Dong Hyuk Woo, Sungjoo Yoo, Sunggu Lee
Hybrid DRAM/PRAM-based main memory for single-chip CPU/GPU. DAC (2012)
Suknam Kwon, Sungjoo Yoo, Sunggu Lee, Jinpyo Park
Optimizing Video Application Design for Phase-Change RAM-Based Main Memory. IEEE Trans. Very Large Scale Integr. Syst. 20 (11) (2012)
Joosung Yun, Sunggu Lee, Sungjoo Yoo
Bloom filter-based dynamic wear leveling for phase-change RAM. DATE (2012)
Young-Geun Choi, Sungjoo Yoo, Sunggu Lee, Jung Ho Ahn
Matching cache access behavior and bit error pattern for high performance low Vcc L1 cache. DAC (2011)
Jungsoo Kim, Sungjoo Yoo, Chong-Min Kyung
Program Phase-Aware Dynamic Voltage Scaling Under Variable Computational Workload and Memory Stall Environment. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 30 (1) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sungjoo Yoo