Youngmin Yi

According to our database, Youngmin Yi authored at least 46 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Hybridhadoop: CPU-GPU hybrid scheduling in hadoop.

Chanyoung Oh, Saehanseul Yi, Jongkyu Seok, Hyeonjin Jung, Illo Yoon, Youngmin Yi

Clust. Comput., June, 2024

FASOP: Fast yet Accurate Automated Search for Optimal Parallelization of Transformers on Heterogeneous GPU Clusters.

Sunyeol Hwang, Eungyeong Lee, Hongseok Oh, Youngmin Yi

Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing, 2024

WiseGraph: Optimizing GNN with Joint Workload Partition of Graph and Operations.

Kezhao Huang, Jidong Zhai, Liyan Zheng, Haojie Wang, Yuyang Jin, Qihao Zhang, Runqing Zhang, Zhen Zheng, Youngmin Yi, Xipeng Shen

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2021

Exploiting Activation Sparsity for Fast CNN Inference on Mobile GPUs.

Chanyoung Oh, Junhyuk So, Sumin Kim, Youngmin Yi

ACM Trans. Embed. Comput. Syst., 2021

Performance Evaluation of INT8 Quantized Inference on Mobile GPUs.

Sumin Kim, Gunju Park, Youngmin Yi

IEEE Access, 2021

Minimizing GPU Kernel Launch Overhead in Deep Learning Inference on Mobile GPUs.

Sumin Kim, Seunghwan Oh, Youngmin Yi

Proceedings of the HotMobile '21: The 22nd International Workshop on Mobile Computing Systems and Applications, 2021

Understanding and bridging the gaps in current GNN performance optimizations.

Kezhao Huang, Jidong Zhai, Zhen Zheng, Youngmin Yi, Xipeng Shen

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

HybridHadoop: CPU-GPU Hybrid Scheduling in Hadoop.

Chanyoung Oh, Hyeonjin Jung, Saehanseul Yi, Illo Yoon, Youngmin Yi

Proceedings of the HPC Asia 2021: The International Conference on High Performance Computing in Asia-Pacific Region, 2021

2020

Scheduling of Deep Learning Applications Onto Heterogeneous Processors in an Embedded Device.

Duseok Kang, Jinwoo Oh, Jongwoo Choi, Youngmin Yi, Soonhoi Ha

IEEE Access, 2020

Towards Real-time CNN Inference from a Video Stream on a Mobile GPU (WiP Paper).

Chanyoung Oh, Gunju Park, Sumin Kim, Dohee Kim, Youngmin Yi

Proceedings of the 21st ACM SIGPLAN/SIGBED International Conference on Languages, 2020

BPNet: Branch-pruned Conditional Neural Network for Systematic Time-accuracy Tradeoff.

Kyungchul Park, Chanyoung Oh, Youngmin Yi

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

GOPipe: A Granularity-Oblivious Programming Framework for Pipelined Stencil Executions on GPU.

Chanyoung Oh, Zhen Zheng, Xipeng Shen, Jidong Zhai, Youngmin Yi

Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020

2019

BPNet: Branch-pruned conditional neural network for systematic time-accuracy tradeoff in DNN inference: work-in-progress.

Kyungchul Park, Youngmin Yi

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion, 2019

HiWayLib: A Software Framework for Enabling High Performance Communications for Heterogeneous Pipeline Computations.

Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

Distributed Video Decoding on Hadoop.

Illo Yoon, Saehanseul Yi, Chanyoung Oh, Hyeonjin Jung, Youngmin Yi

IEICE Trans. Inf. Syst., 2018

Real-Time and Energy-Efficient Face Detection on CPU-GPU Heterogeneous Embedded Platforms.

Chanyoung Oh, Saehanseul Yi, Youngmin Yi

IEICE Trans. Inf. Syst., 2018

NNsim: fast performance estimation based on sampled simulation of GPGPU kernels for neural networks.

Jintaek Kang, Kwanghyun Chung, Youngmin Yi, Soonhoi Ha

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

Versapipe: a versatile programming framework for pipelined computing on GPU.

Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

2016

Acceleration of Word2vec Using GPUs.

Seulki Bae, Youngmin Yi

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015

Fast GPU-in-the-loop simulation technique at OpenGL ES API level for Android Graphics Applications.

Youngsub Ko, Youngmin Yi, Joongbaik Kim, Soonhoi Ha

Proceedings of the 2015 International Symposium on Rapid System Prototyping, 2015

Real-time face detection in Full HD images exploiting both embedded CPU and GPU.

Chanyoung Oh, Saehanseul Yi, Youngmin Yi

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

2014

Efficient parallel CKY parsing using GPUs.

Youngmin Yi, Chao-Yue Lai, Slav Petrov

J. Log. Comput., 2014

An efficient parallelization technique for x264 encoder on heterogeneous platforms consisting of CPUs and GPUs.

Youngsub Ko, Youngmin Yi, Soonhoi Ha

J. Real Time Image Process., 2014

Real-time integrated face detection and recognition on embedded GPGPUs.

Saehanseul Yi, Illo Yoon, Chanyoung Oh, Youngmin Yi

Proceedings of the 12th IEEE Symposium on Embedded Systems for Real-time Multimedia, 2014

Hardware-in-the-loop simulation of Android GPGPU applications.

Youngsub Ko, Saehanseul Yi, Youngmin Yi, Myungsun Kim, Soonhoi Ha

Proceedings of the 12th IEEE Symposium on Embedded Systems for Real-time Multimedia, 2014

Hardware-in-the-loop Simulation for CPU/GPU Heterogeneous Platforms.

Youngsub Ko, Taeyoung Kim, Youngmin Yi, Myungsun Kim, Soonhoi Ha

Proceedings of the 51st Annual Design Automation Conference 2014, 2014

2013

Active disk meets flash: a case for intelligent SSDs.

Sangyeun Cho, Chanik Park, Hyunok Oh, Sungchan Kim, Youngmin Yi, Gregory R. Ganger

Proceedings of the International Conference on Supercomputing, 2013

Fast PCA-based face recognition on GPUs.

Youngsang Woo, Cheongyong Yi, Youngmin Yi

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

A cycle-level parallel simulation technique exploiting both space and time parallelism.

Dukyoung Yun, Youngmin Yi, Sungchan Kim, Soonhoi Ha

Proceedings of the 23rd IEEE International Symposium on Rapid System Prototyping, 2012

2011

Automatic CUDA Code Synthesis Framework for Multicore CPU and GPU Architectures.

Hanwoong Jung, Youngmin Yi, Soonhoi Ha

Proceedings of the Parallel Processing and Applied Mathematics, 2011

Efficient Parallel CKY Parsing on GPUs.

Youngmin Yi, Chao-Yue Lai, Slav Petrov, Kurt Keutzer

Proceedings of the 12th International Conference on Parsing Technologies, 2011

An efficient parallel motion estimation algorithm and X264 parallelization in CUDA.

Youngsub Ko, Youngmin Yi, Soonhoi Ha

Proceedings of the 2011 Conference on Design and Architectures for Signal and Image Processing, 2011

2009

Parallel scalability in speech recognition.

Kisun You, Jike Chong, Youngmin Yi, Ekaterina Gonina, Christopher J. Hughes, Yen-Kuang Chen, Wonyong Sung, Kurt Keutzer

IEEE Signal Process. Mag., 2009

A timed HW/SW coemulation technique for fast yet accurate system verification.

Hoeseok Yang, Youngmin Yi, Soonhoi Ha

Proceedings of the 2009 International Conference on Embedded Computer Systems: Architectures, 2009

A fully data parallel WFST-based large vocabulary continuous speech recognition on a graphics processing unit.

Jike Chong, Ekaterina Gonina, Youngmin Yi, Kurt Keutzer

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Scalable HMM based inference engine in large vocabulary continuous speech recognition.

Jike Chong, Kisun You, Youngmin Yi, Ekaterina Gonina, Christopher J. Hughes, Wonyong Sung, Kurt Keutzer

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

2007

PeaCE: A hardware-software codesign environment for multimedia embedded systems.

Soonhoi Ha, Sungchan Kim, Choonseung Lee, Youngmin Yi, Seongnam Kwon, Young-Pyo Joo

ACM Trans. Design Autom. Electr. Syst., 2007

Fast and Accurate Cosimulation of MPSoC Using Trace-Driven Virtual Synchronization.

Youngmin Yi, Dohyung Kim, Soonhoi Ha

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2007

Communication Architecture Simulation on the Virtual Synchronization Framework.

Taewook Oh, Youngmin Yi, Soonhoi Ha

Proceedings of the Embedded Computer Systems: Architectures, 2007

2006

Hardware-Software Codesign of Multimedia Embedded Systems: the PeaCE.

Soonhoi Ha, Choonseung Lee, Youngmin Yi, Seongnam Kwon, Young-Pyo Joo

Proceedings of the 12th IEEE Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA 2006), 2006

2005

Trace-driven HW/SW cosimulation using virtual synchronization technique.

Dohyung Kim, Youngmin Yi, Soonhoi Ha

Proceedings of the 42nd Design Automation Conference, 2005

Embedded software generation from system level specification for multi-tasking embedded systems.

KiSeun Kwon, Youngmin Yi, Dohyung Kim, Soonhoi Ha

Proceedings of the 2005 Conference on Asia South Pacific Design Automation, 2005

2004

Fast design space exploration framework with an efficient performance estimation technique.

Seongnam Kwon, Choonseung Lee, Sungchan Kim, Youngmin Yi, Soonhoi Ha

Proceedings of the 2nd Workshop on Embedded Systems for Real-Time Multimedia, 2004

2003

Fast and Time-Accurate Cosimulation with OS Scheduler Modeling.

Youngmin Yi, Dohyung Kim, Soonhoi Ha

Des. Autom. Embed. Syst., 2003

Virtual synchronization technique with OS modeling for fast and time-accurate cosimulation.

Youngmin Yi, Dohyung Kim, Soonhoi Ha

Proceedings of the 1st IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2003

2002

Virtual Synchronization for Fast Distributed Cosimulation of Dataflow Task Graphs.

Soonhoi Ha, Sungchan Kim, Chan-Eun Rhee, Hyunguk Jung, Youngmin Yi, Dohyung Kim

Proceedings of the 15th International Symposium on System Synthesis (ISSS 2002), 2002