Journals

• 2024

  • Myeongjae Jang, Jinkwon Kim, Haejin Nam, and Soontae Kim, "Zero and Narrow-width Value-aware Compression for Quantized Convolutional Neural Networks," IEEE Transactions on Computers (TC), Vol. 73, No. 1, pp.249-262, Jan. 2024.

  • Wonyoung Lee, Mincheol Kang, and Soontae Kim, "Highly VM-Scalable SSD in Cloud Storage Systems," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), Vol. 43, No. 1, pp.113-126, Jan. 2024.

• 2023

  • Jesung Kim, Mincheol Kang, Bohun Seo, Jeongkyu Hong, and Soontae Kim. "Effective Emoticon Suggestion Technique Based on Active Emotional Input Using Facial Expressions and Heart Rate Signals." Sensors 23, no. 9, May. 2023.

  • Mincheol Kang, Wonyoung Lee, Jinkwon Kim, and Soontae Kim, "PR-SSD: Maximizing Partial Read Potential By Exploiting Compression and Channel-Level Parallelism",  IEEE Transactions on Computers (TC), Vol. 72, No. 3, pp.772-785, Mar. 2023.

• 2022

  • Jesung Kim, Wonyoung Lee, Jeongkyu Hong, and Soontae Kim. "Efficient Integrity-Tree Structure for Convolutional Neural Networks through Frequent Counter Overflow Prevention in Secure Memories." Sensors 22, no. 22, Nov. 2022.

Conferences

• 2023

• • Jinkwon Kim, Myeongjae Jang, Haejin Nam, and Soontae Kim, "HARP: Hardware-Based Pseudo-Tiling for Sparse Matrix Multiplication Accelerator," IEEE/ACM International Symposium on Microarchitecture (MICRO'23).

• 2022

• • Myeongjae Jang, Jinkwon Kim, Jesung Kim, and Soontae Kim, "ENCORE Compression: Exploiting Narrow-width Values for Quantized Deep Neural Networks," Design, Automation, and Test in Europe Conference (DATE'22).

  • Junoh Moon, Mincheol Kang, Wonyoung Lee, and Soontae Kim, "Salvaging Runtime Bad Blocks by Skipping Bad Pages for Improving SSD Performance,"  Design, Automation, and Test in Europe Conference (DATE'22).

  • Jinkwon Kim, Mincheol Kang, Jeongkyu Hong, and Soontae Kim, "Exploiting Inter-block Entropy to Enhance the Compressibility of Blocks with Diverse Data," IEEE International Symposium on High-Performance Computer Architecture (HPCA'22).

리서치 데이 우수연구성과 10선 포상 - May 24, 2016, 2:32 PM