| 2026 | DATE | Scrooge: Accelerating Attention Inference in LLMs via Early Termination Mechanism. | Gwangeun Byeon, Seongwook Kim, Taein Kim, Jungmin Lee, Seokin Hong |
| 2026 | DATE | Lupin: Spatial Resource Stealing with Outlier-First Encoding for Mixed-Precision LLM Acceleration. | Taein Kim, Sukhyun Han, Seongwook Kim, Gwangeun Byeon, Jungmin Lee, Seokin Hong |
| 2025 | DATE | Zebra: Leveraging Diagonal Attention Pattern for Vision Transformer Accelerator. | Sukhyun Han, Seongwook Kim, Gwangeun Byeon, Jihun Yoon, Seokin Hong |
| 2025 | ISCA | Avalanche: Optimizing Cache Utilization via Matrix Reordering for Sparse Matrix Multiplication Accelerator. | Gwangeun Byeon, Seongwook Kim, Hyungjin Kim, Sukhyun Han, Jinkwon Kim, Prashant J. Nair, Taewook Kang, Seokin Hong |
| 2024 | MICRO | A Case for Speculative Address Translation with Rapid Validation for GPUs. | Junhyeok Park, Osang Kwon, Yongho Lee, Seongwook Kim, Gwangeun Byeon, Jihun Yoon, Prashant J. Nair, Seokin Hong |
| 2023 | ICCD | Conveyor: Towards Asynchronous Dataflow in Systolic Array to Exploit Unstructured Sparsity. | Seongwook Kim, Gwangeun Byeon, Sihyung Kim, Hyungjin Kim, Seokin Hong |