SparseWeaver: Converting Sparse Operations as Dense Operations on GPUs for Graph Workloads Shinnung Jeong, Liam Paul Cooper, Ju Min Lee, Heelim Choi, Nicholas Parnenzini, Chihyo Ahn, Yongwoo Lee, Hanjun Kim, and Hyesoon Kim To Appear: 2025 IEEE International Symposium on High-Performance Computer Architecture (HPCA), March 2025.
Matrix Pattern-aware Partitioning and Auto-tuning Space Pruning for Graph Processing on GPU [abstract] Shinnung Jeong and Hanjun Kim The 9th International Conference On Consumer Electronics Asia (ICCE-ASIA), November 2024.
TeMCO: Tensor Memory Compiler Optimization across Tensor Decompositions in Deep Learning Inference [abstract] (ACM, PDF) Seungbin Song, Ju Min Lee, Haeeun Jeong, Hyunho Kwon, Shinnung Jeong, Jaeho Lee, and Hanjun Kim Proceedings of the 53rd International Conference on Parallel Processing (ICPP), August 2024.
CR2: Community-aware Compressed Regular Representation for Graph Processing on a GPU [abstract] (ACM) Shinnung Jeong, Sungjun Cho, Yongwoo Lee, Hyunjun Park, Seonyeong Heo, Gwangsun Kim, Youngsok Kim, and Hanjun Kim Proceedings of the 53rd International Conference on Parallel Processing (ICPP), August 2024.
Occamy: Memory-efficient GPU Compiler for DNN Inference [abstract] (IEEE Xplore, Github, PDF) Jaeho Lee, Shinnung Jeong, Seungbin Song, Kunwoo Kim, Heelim Choi, Youngsok Kim, and Hanjun Kim Proceedings of the 60th Annual Design Automation Conference 2023 (DAC), July 2023.
Decoupling Schedule, Topology Layout, and Algorithm to Easily Enlarge the Tuning Space of GPU Graph Processing [abstract] (ACM, PDF) Shinnung Jeong, Yongwoo Lee, Jaeho Lee, Heelim Choi, Seungbin Song, Jinho Lee, Youngsok Kim, and Hanjun Kim Proceedings of the 31st International Conference on Parallel Architectures and Compilation Techniques (PACT), October 2022.
RTScale: Sensitivity-Aware Adaptive Image Scaling for Real-Time Object Detection [abstract] (DOI, PDF) Seonyeong Heo, Shinnung Jeong, and Hanjun Kim 34th Euromicro Conference on Real-Time Systems (ECRTS), July 2022.
HECATE: Performance-Aware Scale Optimization for Homomorphic Encryption Compiler [abstract] (IEEE Xplore, PDF) Yongwoo Lee, Seonyeong Heo, Seonyoung Cheon, Shinnung Jeong, Changsu Kim, Eunkyung Kim, Dongyoon Lee, and Hanjun Kim Proceedings of the 2022 International Symposium on Code Generation
and Optimization (CGO), April 2022.
Accept Rate: 27% (27/99).
Thread-Aware Area-Efficient High-Level Synthesis Compiler for Embedded Devices [abstract] (IEEE Xplore) Changsu Kim, Shinnung Jeong, Sungjun Cho, Yongwoo Lee, William Song, Youngsok Kim, and Hanjun Kim Proceedings of the 2021 International Symposium on Code Generation
and Optimization (CGO), March 2021.
Refereed International Journal Publications
Compiler-assisted Semantic-aware Encryption for Efficient and Secure Serverless Computing [abstract] (SelectiveCrypt, IEEE Xplore) Bongjun Kim, Seonyeong Heo, Jaeho Lee, Shinnung Jeong, Yongwoo Lee, and Hanjun Kim IEEE Internet of Things Journal, Volume 8, Number 7, April 2021.
IF=9.936, Q1 (JCR 2019)
Refereed Workshop Publications
Comparative Analysis of Executing GPU Applications on FPGA: HLS vs. Soft GPU Approaches
[abstract] (PDF) Chihyo Ahn, Shinnung Jeong, Liam Paul Cooper, Nicholas Parnenzini, and Hyesoon Kim The Third International Workshop on Coarse-Grained Reconfigurable Architectures for High-Performance Computing
(CGRA), May 2024.
Refereed International Conference Poster
Logic Deduplication with Decentralized Pointer Analysis in HLS for Post-Quantum Cryptography Algorithms [abstract] Changsu Kim, Yongwoo Lee, Shinnung Jeong, and Hanjun Kim Proceedings of the 57th Annual Design Automation Conference 2020 - (Poster) (DAC), July 2020.
Pipeline-aware Logic Deduplication in High-Level Synthesis for Post-Quantum Cryptography Algorithms [abstract] Changsu Kim, Yongwoo Lee, Shinnung Jeong, Wen Wang, Jakub Szefer, and Hanjun Kim Proceedings of the 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), February 2020.
Patents
IoT Service Providing Method Based on Adaptive Encryption and IoT Apparatus [abstract] Hanjun Kim, Bongjun Kim, Jaeho Lee, Seonyeong Heo, Shinnung Jeong, and Yongwoo Lee KR Patent Number 10-2508448-0000, March 2024.
High-Level Synthesis Method and Apparatus for Hardware Optimization [abstract] Hanjun Kim, Youngsok Kim, Changsu Kim, Shinnung Jeong, Yongwoo Lee, Sungjun Cho, and William Song KR Patent App. 10-2022-0023420, February 2022.
