Youngmin Yi

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 21

Top Topics

Heterogeneous Platforms

Graphics Processing Units

Top Venues

IEICE Trans. Inf. Syst.

Publications

Kezhao Huang, Jidong Zhai, Liyan Zheng, Haojie Wang, Yuyang Jin, Qihao Zhang, Runqing Zhang, Zhen Zheng, Youngmin Yi, Xipeng Shen
WiseGraph: Optimizing GNN with Joint Workload Partition of Graph and Operations. EuroSys (2024)
Chanyoung Oh, Saehanseul Yi, Jongkyu Seok, Hyeonjin Jung, Illo Yoon, Youngmin Yi
Hybridhadoop: CPU-GPU hybrid scheduling in hadoop. Clust. Comput. 27 (3) (2024)
Sumin Kim, Gunju Park, Youngmin Yi
Performance Evaluation of INT8 Quantized Inference on Mobile GPUs. IEEE Access 9 (2021)
Chanyoung Oh, Hyeonjin Jung, Saehanseul Yi, Illo Yoon, Youngmin Yi
HybridHadoop: CPU-GPU Hybrid Scheduling in Hadoop. HPC Asia (2021)
Chanyoung Oh, Junhyuk So, Sumin Kim, Youngmin Yi
Exploiting Activation Sparsity for Fast CNN Inference on Mobile GPUs. ACM Trans. Embed. Comput. Syst. 20 (5s) (2021)
Kezhao Huang, Jidong Zhai, Zhen Zheng, Youngmin Yi, Xipeng Shen
Understanding and bridging the gaps in current GNN performance optimizations. PPoPP (2021)
Sumin Kim, Seunghwan Oh, Youngmin Yi
Minimizing GPU Kernel Launch Overhead in Deep Learning Inference on Mobile GPUs. HotMobile (2021)
Chanyoung Oh, Gunju Park, Sumin Kim, Dohee Kim, Youngmin Yi
Towards Real-time CNN Inference from a Video Stream on a Mobile GPU (WiP Paper). LCTES (2020)
Chanyoung Oh, Zhen Zheng, Xipeng Shen, Jidong Zhai, Youngmin Yi
GOPipe: A Granularity-Oblivious Programming Framework for Pipelined Stencil Executions on GPU. PACT (2020)
Kyungchul Park, Chanyoung Oh, Youngmin Yi
BPNet: Branch-pruned Conditional Neural Network for Systematic Time-accuracy Tradeoff. DAC (2020)
Duseok Kang, Jinwoo Oh, Jongwoo Choi, Youngmin Yi, Soonhoi Ha
Scheduling of Deep Learning Applications Onto Heterogeneous Processors in an Embedded Device. IEEE Access 8 (2020)
Kyungchul Park, Youngmin Yi
BPNet: Branch-pruned conditional neural network for systematic time-accuracy tradeoff in DNN inference: work-in-progress. CODES+ISSS (2019)
Chanyoung Oh, Zhen Zheng, Xipeng Shen, Jidong Zhai, Youngmin Yi
GOPipe: a granularity-oblivious programming framework for pipelined stencil executions on GPU. PPoPP (2019)
Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen
HiWayLib: A Software Framework for Enabling High Performance Communications for Heterogeneous Pipeline Computations. ASPLOS (2019)
Jintaek Kang, Kwanghyun Chung, Youngmin Yi, Soonhoi Ha
NNsim: fast performance estimation based on sampled simulation of GPGPU kernels for neural networks. DAC (2018)
Illo Yoon, Saehanseul Yi, Chanyoung Oh, Hyeonjin Jung, Youngmin Yi
Distributed Video Decoding on Hadoop. IEICE Trans. Inf. Syst. (12) (2018)
Chanyoung Oh, Saehanseul Yi, Youngmin Yi
Real-Time and Energy-Efficient Face Detection on CPU-GPU Heterogeneous Embedded Platforms. IEICE Trans. Inf. Syst. (12) (2018)
Zhen Zheng, Chanyoung Oh, Jidong Zhai, Xipeng Shen, Youngmin Yi, Wenguang Chen
Versapipe: a versatile programming framework for pipelined computing on GPU. MICRO (2017)
Seulki Bae, Youngmin Yi
Acceleration of Word2vec Using GPUs. ICONIP (2) (2016)
Chanyoung Oh, Saehanseul Yi, Youngmin Yi
Real-time face detection in Full HD images exploiting both embedded CPU and GPU. ICME (2015)
Youngsub Ko, Youngmin Yi, Joongbaik Kim, Soonhoi Ha
Fast GPU-in-the-loop simulation technique at OpenGL ES API level for Android Graphics Applications. RSP (2015)
Youngsub Ko, Youngmin Yi, Soonhoi Ha
An efficient parallelization technique for x264 encoder on heterogeneous platforms consisting of CPUs and GPUs. J. Real Time Image Process. 9 (1) (2014)
Youngmin Yi, Chao-Yue Lai, Slav Petrov
Efficient parallel CKY parsing using GPUs. J. Log. Comput. 24 (2) (2014)
Saehanseul Yi, Illo Yoon, Chanyoung Oh, Youngmin Yi
Real-time integrated face detection and recognition on embedded GPGPUs. ESTIMedia (2014)
Youngsub Ko, Taeyoung Kim, Youngmin Yi, Myungsun Kim, Soonhoi Ha
Hardware-in-the-loop Simulation for CPU/GPU Heterogeneous Platforms. DAC (2014)
Youngsub Ko, Saehanseul Yi, Youngmin Yi, Myungsun Kim, Soonhoi Ha
Hardware-in-the-loop simulation of Android GPGPU applications. ESTIMedia (2014)
Youngsang Woo, Cheongyong Yi, Youngmin Yi
Fast PCA-based face recognition on GPUs. ICASSP (2013)
Sangyeun Cho, Chanik Park, Hyunok Oh, Sungchan Kim, Youngmin Yi, Gregory R. Ganger
Active disk meets flash: a case for intelligent SSDs. ICS (2013)
Dukyoung Yun, Youngmin Yi, Sungchan Kim, Soonhoi Ha
A cycle-level parallel simulation technique exploiting both space and time parallelism. RSP (2012)
Youngsub Ko, Youngmin Yi, Soonhoi Ha
An efficient parallel motion estimation algorithm and X264 parallelization in CUDA. DASIP (2011)
Youngmin Yi, Chao-Yue Lai, Slav Petrov, Kurt Keutzer
Efficient Parallel CKY Parsing on GPUs. IWPT (2011)
Hanwoong Jung, Youngmin Yi, Soonhoi Ha
Automatic CUDA Code Synthesis Framework for Multicore CPU and GPU Architectures. PPAM (1) (2011)
Jike Chong, Ekaterina Gonina, Youngmin Yi, Kurt Keutzer
A fully data parallel WFST-based large vocabulary continuous speech recognition on a graphics processing unit. INTERSPEECH (2009)
Hoeseok Yang, Youngmin Yi, Soonhoi Ha
A timed HW/SW coemulation technique for fast yet accurate system verification. ICSAMOS (2009)
Kisun You, Jike Chong, Youngmin Yi, Ekaterina Gonina, Christopher J. Hughes, Yen-Kuang Chen, Wonyong Sung, Kurt Keutzer
Parallel scalability in speech recognition. IEEE Signal Process. Mag. 26 (6) (2009)
Jike Chong, Kisun You, Youngmin Yi, Ekaterina Gonina, Christopher J. Hughes, Wonyong Sung, Kurt Keutzer
Scalable HMM based inference engine in large vocabulary continuous speech recognition. ICME (2009)
Youngmin Yi, Dohyung Kim, Soonhoi Ha
Fast and Accurate Cosimulation of MPSoC Using Trace-Driven Virtual Synchronization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26 (12) (2007)
Soonhoi Ha, Sungchan Kim, Choonseung Lee, Youngmin Yi, Seongnam Kwon, Young-Pyo Joo
PeaCE: A hardware-software codesign environment for multimedia embedded systems. ACM Trans. Design Autom. Electr. Syst. 12 (3) (2007)
Taewook Oh, Youngmin Yi, Soonhoi Ha
Communication Architecture Simulation on the Virtual Synchronization Framework. SAMOS (2007)
Soonhoi Ha, Choonseung Lee, Youngmin Yi, Seongnam Kwon, Young-Pyo Joo
Hardware-Software Codesign of Multimedia Embedded Systems: the PeaCE. RTCSA (2006)
Dohyung Kim, Youngmin Yi, Soonhoi Ha
Trace-driven HW/SW cosimulation using virtual synchronization technique. DAC (2005)
KiSeun Kwon, Youngmin Yi, Dohyung Kim, Soonhoi Ha
Embedded software generation from system level specification for multi-tasking embedded systems. ASP-DAC (2005)
Seongnam Kwon, Choonseung Lee, Sungchan Kim, Youngmin Yi, Soonhoi Ha
Fast design space exploration framework with an efficient performance estimation technique. ESTIMedia (2004)
Youngmin Yi, Dohyung Kim, Soonhoi Ha
Virtual synchronization technique with OS modeling for fast and time-accurate cosimulation. CODES+ISSS (2003)
Youngmin Yi, Dohyung Kim, Soonhoi Ha
Fast and Time-Accurate Cosimulation with OS Scheduler Modeling. Des. Autom. Embed. Syst. 8 (2-3) (2003)
Soonhoi Ha, Sungchan Kim, Chan-Eun Rhee, Hyunguk Jung, Youngmin Yi, Dohyung Kim
Virtual Synchronization for Fast Distributed Cosimulation of Dataflow Task Graphs. ISSS (2002)