Conference Major

HALO: Hybrid Systolic Arrays via Logical Partitioning for Acceleration of Complex-Valued Neural Networks

Ji Yeong Yi, Eunbi Jeong, SungHee Yum, Jane Rhee, Sangun Choi, Gunjae Koo, Yunho Oh, Myung Kuk Yoon

IEEE International Symposium on Workload Characterization (IISWC 2025)

Journal

MOST: Memory Oversubscription-aware Scheduling for Tensor Migration on GPU Unified Storage

Junsu Kim*, Jaebeom Jeon, Jaeyong Park, Sangun Choi, Minseong Gil, Seokin Hong, Gunjae Koo, Myung Kuk Yoon, and Yunho Oh

IEEE Computer Architecture Letters, 2025

Conference Major

Kubism: Disassembling and Reassembling K-Means Clustering for Mobile Heterogeneous Platforms

Seondeok Kim*, Sangun Choi*, Jaebeom Jeon, Junsu Kim, Minseong Gil, Jaehyeok Ryu, and Yunho Oh (Co-First Author)

26th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES 2025)

Journal

TM-Training: An Energy-Efficient Tiered Memory System for Deep Learning Training in NPUs

Jaeyong Park*, Sangun Choi, Jongmin Kim, Gunjae Koo, Myung Kuk Yoon, and Yunho Oh

ACM Transactions of Storage, 2025

Journal

TLP Balancer: Predictive Thread Allocation for Multi-Tenant Inference in Embedded GPUs

Minseong Gil*, Jaebeom Jeon, Junsu Kim, Sangun Choi, Gunjae Koo, Myung Kuk Yoon, and Yunho Oh

IEEE Embedded Systems Letters, 2024

Journal

SAVector: Vectored Systolic Arrays

Sangun Choi*, Seongjun Park, Jaeyong Park, Jongmin Kim, Gunjae Koo, Seokin Hong, Myung Kuk Yoon, and Yunho Oh

IEEE Access, 2024

Ongoing

Energy-Efficient On-Chip Memory Management for Embedding Vector Operation

First Author

In preparation for submission to an international conference

Ongoing Submitted

Mitigating Address Translation Overhead in Flash-Based Tiered Memory Systems

Co-Author

In submission to an international conference

Ongoing Submitted

A Behavioral Analysis of Memory Management Software in CXL Memory Systems

Co-Author

In submission to an international conference

Ongoing

A DNN Accelerator Supporting Arbitrary Numeric Formats

Co-Author

In preparation for submission to an international conference