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 2025 IEEE International Symposium on High-Performance Computer Architecture (HPCA), March 2025.
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.
DaCapo: Automatic Bootstrapping Management for Efficient Fully Homomorphic Encryption [abstract] (USENIX Security, GitHub) Seonyoung Cheon, Yongwoo Lee, Dongkwan Kim, Ju Min Lee, Sunchul Jung, Taekyung Kim, Dongyoon Lee, and Hanjun Kim 33rd USENIX Security Symposium (USENIX Security), August 2024.
Accept Rate: 18% (417/2276).
Patents
Electronic device for compiling and methods thereof background [abstract] Hanjun Kim, Seonyoung Cheon, Yongwoo Lee, Dongkwan Kim, and Jumin Lee KR Patent App. 10-2024-0156997, November 2024.
[US Patent App. 18/942,995]
Compile Method and Apparatus for Neural Network [abstract] Hanjun Kim, Seungbin Song, Hyunho Kwon, Jumin Lee, Haeeun Jeong, and Jaeho Lee KR Patent App. 10-2024-0088419, July 2024.
