| 2025 | ACL | Grouped Sequency-arranged Rotation: Optimizing Rotation Transformation for Quantization for Free. | Euntae Choi, Sumin Song, Woosang Lim, Sungjoo Yoo |
| 2025 | CVPR | Dense-SfM: Structure from Motion with Dense Consistent Matching. | JongMin Lee, Sungjoo Yoo |
| 2025 | EMNLP | Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer. | Euntae Choi, Sumin Song, Woosang Lim, Sungjoo Yoo |
| 2024 | AAAI | MetaMix: Meta-State Precision Searcher for Mixed-Precision Activation Quantization. | Han-Byul Kim, Joo Hyung Lee, Sungjoo Yoo, Hong-Seok Kim |
| 2024 | AAAI | MFOS: Model-Free & One-Shot Object Pose Estimation. | JongMin Lee, Yohann Cabon, Romain Brgier, Sungjoo Yoo, Jrme Revaud |
| 2024 | CVPR | Geometry Transfer for Stylizing Radiance Fields. | Hyunyoung Jung, Seonghyeon Nam, Nikolaos Sarafianos, Sungjoo Yoo, Alexander Sorkine-Hornung, Rakesh Ranjan |
| 2024 | ISCA | TCP: A Tensor Contraction Processor for AI Workloads Industrial Product. | 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 |
| 2023 | CVPR | AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural Representation. | Hyunyoung Jung, Zhuo Hui, Lei Luo, Haitao Yang, Feng Liu, Sungjoo Yoo, Rakesh Ranjan, Denis Demandolx |
| 2023 | CVPR | Multi-scale Local Implicit Keypoint Descriptor for Keypoint Matching. | JongMin Lee, Eunhyeok Park, Sungjoo Yoo |
| 2023 | CVPR | NIPQ: Noise proxy-based Integrated Pseudo-Quantization. | Juncheol Shin, Junhyuk So, Sein Park, Seungyeop Kang, Sungjoo Yoo, Eunhyeok Park |
| 2023 | ICASSP | Masked Token Similarity Transfer for Compressing Transformer-Based ASR Models. | Euntae Choi, Youshin Lim, Byeong-Yeol Kim, Hyung Yong Kim, Hanbin Lee, Yunkyu Lim, Seung Woo Yu, Sungjoo Yoo |
| 2022 | ECCV | BASQ: Branch-wise Activation-clipping Search Quantization for Sub-4-bit Neural Networks. | Han-Byul Kim, Eunhyeok Park, Sungjoo Yoo |
| 2022 | RSP | TernaryNeRF: Quantizing Voxel Grid-based NeRF Models. | Seungyeop Kang, Sungjoo Yoo |
| 2021 | CVPR | Exploiting Spatial Dimensions of Latent in GAN for Real-Time Image Editing. | Hyunsu Kim, Yunjey Choi, Junho Kim, Sungjoo Yoo, Youngjung Uh |
| 2021 | ICCV | Fine-grained Semantics-aware Representation Enhancement for Self-supervised Monocular Depth Estimation. | Hyunyoung Jung, Eunhyeok Park, Sungjoo Yoo |
| 2021 | RSP | FPGA Prototyping of Systolic Array-based Accelerator for Low-Precision Inference of Deep Neural Networks. | Soobeom Kim, Seunghwan Cho, Eunhyeok Park, Sungjoo Yoo |
| 2020 | ECCV | PROFIT: A Novel Training Method for sub-4-bit MobileNet Models. | Eunhyeok Park, Sungjoo Yoo |
| 2020 | RecSys | MEANTIME: Mixture of Attention Mechanisms with Multi-temporal Embeddings for Sequential Recommendation. | Sung Min Cho, Eunhyeok Park, Sungjoo Yoo |
| 2019 | HPCA | Machine Learning at Facebook: Understanding Inference at the Edge. | 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 |
| 2019 | ICCV | Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss. | Hyunsu Kim, Ho Young Jhoo, Eunhyeok Park, Sungjoo Yoo |
| 2019 | ITC | Machine Learning-Based Automatic Generation of eFuse Configuration in NAND Flash Chip. | Jisuk Kim, Jinyub Lee, Sungjoo Yoo |
| 2018 | DAC | Dynamic management of key states for reinforcement learning-assisted garbage collection to reduce long tail latency in SSD. | Won-Kyung Kang, Sungjoo Yoo |
| 2018 | DATE | Joint optimization of speed, accuracy, and energy for embedded image recognition systems. | Duseok Kang, Donghyun Kang, Jintaek Kang, Sungjoo Yoo, Soonhoi Ha |
| 2018 | ECCV | Value-Aware Quantization for Training and Inference of Neural Networks. | Eunhyeok Park, Sungjoo Yoo, Peter Vajda |
| 2018 | ISCA | Energy-Efficient Neural Network Accelerator Based on Outlier-Aware Low-Precision Computation. | Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo |
| 2018 | RSP | FPGA Prototyping of Low-Precision Zero-Skipping Accelerator for Neural Networks. | Dongyoung Kim, Soobeom Kim, Sungjoo Yoo |
| 2017 | CVPR | Weighted-Entropy-Based Quantization for Deep Neural Networks. | Eunhyeok Park, Junwhan Ahn, Sungjoo Yoo |
| 2017 | DAC | Making DRAM Stronger Against Row Hammering. | Mungyu Son, Hyunsun Park, Junwhan Ahn, Sungjoo Yoo |
| 2017 | DATE | A novel zero weight/activation-aware hardware architecture of convolutional neural network. | Dongyoung Kim, Junwhan Ahn, Sungjoo Yoo |
| 2015 | DATE | Memory fast-forward: a low cost special function unit to enhance energy efficiency in GPU for big data processing. | Eunhyeok Park, Junwhan Ahn, Sungpack Hong, Sungjoo Yoo, Sunggu Lee |
| 2015 | DATE | A small non-volatile write buffer to reduce storage writes in smartphones. | Mungyu Son, Sungkwang Lee, Kyungho Kim, Sungjoo Yoo, Sunggu Lee |
| 2015 | ISCA | A scalable processing-in-memory accelerator for parallel graph processing. | Junwhan Ahn, Sungpack Hong, Sungjoo Yoo, Onur Mutlu, Kiyoung Choi |
| 2015 | ISCA | PIM-enabled instructions: a low-overhead, locality-aware processing-in-memory architecture. | Junwhan Ahn, Sungjoo Yoo, Onur Mutlu, Kiyoung Choi |
| 2014 | DAC | Dynamic Power Management of Off-Chip Links for Hybrid Memory Cubes. | Junwhan Ahn, Sungjoo Yoo, Kiyoung Choi |
| 2014 | DATE | Coarse-grained Bubble Razor to exploit the potential of two-phase transparent latch designs. | Hayoung Kim, Dongyoung Kim, Jae-Joon Kim, Sungjoo Yoo, Sunggu Lee |
| 2014 | DATE | Accelerating graph computation with racetrack memory and pointer-assisted graph representation. | Eunhyuk Park, Sungjoo Yoo, Sunggu Lee, Hai Helen Li |
| 2014 | HPCA | DASCA: Dead Write Prediction Assisted STT-RAM Cache Architecture. | Junwhan Ahn, Sungjoo Yoo, Kiyoung Choi |
| 2014 | RSP | FPGA-based prototyping systems for emerging memory technologies. | Taemin Lee, Dongki Kim, Hyunsun Park, Sungjoo Yoo, Sunggu Lee |
| 2013 | ASPDAC | Selectively protecting error-correcting code for area-efficient and reliable STT-RAM caches. | Junwhan Ahn, Sungjoo Yoo, Kiyoung Choi |
| 2013 | ISLPED | Write intensity prediction for energy-efficient non-volatile caches. | Junwhan Ahn, Sungjoo Yoo, Kiyoung Choi |
| 2012 | DAC | Hybrid DRAM/PRAM-based main memory for single-chip CPU/GPU. | Dongki Kim, Sungkwang Lee, Jaewoong Chung, Daehyun Kim, Dong Hyuk Woo, Sungjoo Yoo, Sunggu Lee |
| 2012 | DAC | Write performance improvement by hiding R drift latency in phase-change RAM. | Youngsik Kim, Sungjoo Yoo, Sunggu Lee |
| 2012 | DATE | A case study on the application of real phase-change RAM to main memory subsystem. | Suknam Kwon, Dongki Kim, Youngsik Kim, Sungjoo Yoo, Sunggu Lee |
| 2012 | DATE | Bloom filter-based dynamic wear leveling for phase-change RAM. | Joosung Yun, Sunggu Lee, Sungjoo Yoo |
| 2011 | DAC | Matching cache access behavior and bit error pattern for high performance low Vcc L1 cache. | Young-Geun Choi, Sungjoo Yoo, Sunggu Lee, Jung Ho Ahn |
| 2011 | DAC | FlexiBuffer: reducing leakage power in on-chip network routers. | Gwangsun Kim, John Kim, Sungjoo Yoo |
| 2011 | DAC | Power management of hybrid DRAM/PRAM-based main memory. | Hyunsun Park, Sungjoo Yoo, Sunggu Lee |
| 2011 | DATE | A quantitative analysis of performance benefits of 3D die stacking on mobile and embedded SoC. | Dongki Kim, Sungjoo Yoo, Sunggu Lee, Jung Ho Ahn, Hyunuk Jung |
| 2011 | DATE | A novel tag access scheme for low power L2 cache. | Hyunsun Park, Sungjoo Yoo, Sunggu Lee |
| 2010 | ASPDAC | An analytical dynamic scaling of supply voltage and body bias exploiting memory stall time variation. | Jungsoo Kim, Younghoon Lee, Sungjoo Yoo, Chong-Min Kyung |
| 2009 | DAC | Multiprocessor System-on-Chip designs with active memory processors for higher memory efficiency. | Jun-hee Yoo, Sungjoo Yoo, Kiyoung Choi |
| 2009 | DATE | Program phase and runtime distribution-aware online DVFS for combined Vdd/Vbb scaling. | Jungsoo Kim, Sungjoo Yoo, Chong-Min Kyung |
| 2009 | DATE | In-network reorder buffer to improve overall NoC performance while resolving the in-order requirement problem. | Woo-Cheol Kwon, Sungjoo Yoo, Junhyung Um, Seh-Woong Jeong |
| 2008 | ASPDAC | An industrial perspective of power-aware reliable SoC design. | Soo-Kwan Eo, Sungjoo Yoo, Kyu-Myung Choi |
| 2008 | ASPDAC | Mixed integer linear programming-based optimal topology synthesis of cascaded crossbar switches. | Minje Jun, Sungjoo Yoo, Eui-Young Chung |
| 2008 | DAC | A practical approach of memory access parallelization to exploit multiple off-chip DDR memories. | Woo-Cheol Kwon, Sungjoo Yoo, Sung-Min Hong, Byeong Min, Kyu-Myung Choi, Soo-Kwan Eo |
| 2008 | DATE | Dynamic Voltage Scaling of Supply and Body Bias Exploiting Software Runtime Distribution. | Sungpack Hong, Sungjoo Yoo, Byeong Bin, Kyu-Myung Choi, Soo-Kwan Eo, Taehwan Kim |
| 2008 | DATE | An Open-Loop Flow Control Scheme Based on the Accurate Global Information of On-Chip Communication. | Woo-Cheol Kwon, Sung-Min Hong, Sungjoo Yoo, Byeong Min, Kyu-Myung Choi, Soo-Kwan Eo |
| 2008 | ISLPED | Entry control in network-on-chip for memory power reduction. | Dongwook Lee, Sungjoo Yoo, Kiyoung Choi |
| 2007 | ASPDAC | Communication Architecture Synthesis of Cascaded Bus Matrix. | Jun-hee Yoo, Dongwook Lee, Sungjoo Yoo, Kiyoung Choi |
| 2006 | ASPDAC | PowerV | Ikhwan Lee, Hyunsuk Kim, Peng Yang, Sungjoo Yoo, Eui-Young Chung, Kyu-Myung Choi, Jeong-Taek Kong, Soo-Kwan Eo |
| 2006 | ICCAD | Runtime distribution-aware dynamic voltage scaling. | Sungpack Hong, Sungjoo Yoo, HoonSang Jin, Kyu-Myung Choi, Jeong-Taek Kong, Soo-Kwan Eo |
| 2005 | ASPDAC | Scheduler implementation in MP SoC design. | Youngchul Cho, Sungjoo Yoo, Kiyoung Choi, Nacer-Eddine Zergainoh, Ahmed Amine Jerraya |
| 2004 | ASPDAC | Fast and accurate timed execution of high level embedded software using HW/SW interface simulation model. | Aimen Bouchhima, Sungjoo Yoo, Ahmed Amine Jerraya |
| 2004 | DAC | Debugging HW/SW interface for MPSoC: video encoder system design case study. | Mohamed-Wassim Youssef, Sungjoo Yoo, Arif Sasongko, Yanick Paviot, Ahmed Amine Jerraya |
| 2004 | DATE | Multi-Processor SoC Design Methodology Using a Concept of Two-Layer Hardware-Dependent Software. | Sungjoo Yoo, Mohamed-Wassim Youssef, Aimen Bouchhima, Ahmed Amine Jerraya, Mario Diaz-Nava |
| 2003 | DATE | Scheduling and Timing Analysis of HW/SW On-Chip Communication in MP SoC Design. | Youngchul Cho, Ganghee Lee, Sungjoo Yoo, Kiyoung Choi, Nacer-Eddine Zergainoh |
| 2003 | DATE | Building Fast and Accurate SW Simulation Models Based on Hardware Abstraction Layer and Simulation Environment Abstraction Layer. | Sungjoo Yoo, Iuliana Bacivarov, Aimen Bouchhima, Yanick Paviot, Ahmed Amine Jerraya |
| 2003 | DATE | Introduction to Hardware Abstraction Layers for SoC. | Sungjoo Yoo, Ahmed Amine Jerraya |
| 2002 | DAC | Component-based design approach for multicore SoCs. | Wander O. Cesrio, Amer Baghdadi, Lovic Gauthier, Damien Lyonnard, Gabriela Nicolescu, Yanick Paviot, Sungjoo Yoo, Ahmed Amine Jerraya, Mario Diaz-Nava |
| 2002 | DATE | Automatic Generation of Fast Timed Simulation Models for Operating Systems in SoC Design. | Sungjoo Yoo, Gabriela Nicolescu, Lovic Gauthier, Ahmed Amine Jerraya |
| 2002 | ISLPED | An intra-task dynamic voltage scaling method for SoC design with hierarchical FSM and synchronous dataflow model. | Sunghyun Lee, Kiyoung Choi, Sungjoo Yoo |
| 2002 | VLSID | Application of Multi-Domain and Multi-Language Cosimulation to an Optical MEM Switch Design. | Gabriela Nicolescu, S. Martinez, Lobna Kriaa, Wassim Youssef, Sungjoo Yoo, Benot Charlot, Ahmed Amine Jerraya |
| 2001 | ASPDAC | Scalable and flexible cosimulation of SoC designs with heterogeneous multi-processor target architectures. | Patrice Gerin, Sungjoo Yoo, Gabriela Nicolescu, Ahmed Amine Jerraya |
| 2001 | DAC | Automatic Generation of Application-Specific Architectures for Heterogeneous Multiprocessor System-on-Chip. | Damien Lyonnard, Sungjoo Yoo, Amer Baghdadi, Ahmed Amine Jerraya |
| 2001 | DATE | Automatic generation and targeting of application specific operating systems and embedded systems software. | Lovic Gauthier, Sungjoo Yoo, Ahmed Amine Jerraya |
| 2001 | DATE | Performance improvement of multi-processor systems cosimulation based on SW analysis. | Jinyong Jung, Sungjoo Yoo, Kiyoung Choi |
| 2001 | DATE | Mixed-level cosimulation for fine gradual refinement of communication in SoC design. | Gabriela Nicolescu, Sungjoo Yoo, Ahmed Amine Jerraya |
| 2000 | ASPDAC | Hardware-software cosynthesis for run-time incrementally reconfigurable FPGAs. | Byungil Jeong, Sungjoo Yoo, Sunghyun Lee, Kiyoung Choi |
| 2000 | DATE | Fast Hardware-Software Coverification by Optimistic Execution of Real Processor. | Sungjoo Yoo, Jong-eun Lee, Jinyong Jung, Kyungseok Rha, Youngchul Cho, Kiyoung Choi |
| 1999 | FPGA | Exploiting Early Partial Reconfiguration of Run-Time Reconfigurable FPGAs in Embedded Systems Design. | Byungil Jeong, Sungjoo Yoo, Kiyoung Choi |
| 1996 | RTCSA | Hardware-Software Codesign of Resource-Constrained Real-Time Systems. | Sungjoo Yoo, Jinhwan Jeon, Seongsoo Hong, Kiyoung Choi |