Jae-Joon Kim

Full Professor, Seoul National University

Joined

October 2017

Names

Jae-Joon Kim (Preferred)

jae-joon kim

Emails

****@postech.ac.kr (Confirmed)

****@snu.ac.kr (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Full Professor

Seoul National University (snu.ac.kr)

2021 – Present

Full Professor

POSTECH (postech.ac.kr)

2019 – 2021

Associate Professor

POSTECH (postech.ac.kr)

2013 – 2019

Research Staff Memeber

IBM T. J. Watson Research Center (us.ibm.com)

2004 – 2013

Advisors, Relations & Conflicts

PhD Advisor

Kaushik Roy

1999 – 2004

Expertise

Deep Learning Hardware

2013 – Present

Neuromorphic circuit

2013 – Present

VLSI

1994 – Present

Publications

Searching for Robust Binary Neural Networks via Bimodal Parameter Perturbation
Daehyun Ahn, Hyungjun Kim, Taesu Kim, Eunhyeok Park, Jae-Joon Kim
- Published: 01 Jan 2023, Last Modified: 13 May 2023
- WACV 2023
- Readers: Everyone
Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic
Yulhwa Kim, Jaeyong Jang, Jehun Lee, Jihoon Park, Jeonghoon Kim, Byeongwook Kim, Baeseong Park, Se Jung Kwon, Dongsoo Lee, Jae-Joon Kim
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- ICLR 2023
- Readers: Everyone
Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic
Yulhwa Kim, Jaeyong Jang, Jehun Lee, Jihoon Park, Jeonghoon Kim, Byeongwook Kim, Baeseong park, Se Jung Kwon, Dongsoo Lee, jae-joon kim
- Published: 01 Feb 2023, Last Modified: 28 Feb 2023
- ICLR 2023 poster
- Readers: Everyone
Workload-Balanced Graph Attention Network Accelerator with Top-K Aggregation Candidates
Naebeom Park, Daehyun Ahn, Jae-Joon Kim
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ICCAD 2022
- Readers: Everyone
Extreme Partial-Sum Quantization for Analog Computing-In-Memory Neural Network Accelerators
Yulhwa Kim, Hyungjun Kim, Jae-Joon Kim
- 2022 (modified: 12 Nov 2022)
- ACM J. Emerg. Technol. Comput. Syst. 2022
- Readers: Everyone
TAIM: ternary activation in-memory computing hardware with 6T SRAM array
Nameun Kang, Hyungjun Kim, Hyunmyung Oh, Jae-Joon Kim
- 2022 (modified: 12 Nov 2022)
- DAC 2022
- Readers: Everyone
INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold
Changhun Lee, Hyungjun Kim, Eunhyeok Park, Jae-Joon Kim
- 2022 (modified: 12 Nov 2022)
- CoRR 2022
- Readers: Everyone
BitBlade: Energy-Efficient Variable Bit-Precision Hardware Accelerator for Quantized Neural Networks
Sungju Ryu, Hyungjun Kim, Wooseok Yi, Eunhwan Kim, Yulhwa Kim, Taesu Kim, Jae-Joon Kim
- 2022 (modified: 12 Nov 2022)
- IEEE J. Solid State Circuits 2022
- Readers: Everyone
AutoRelax: HW-SW Co-Optimization for Efficient SpGEMM Operations With Automated Relaxation in Deep Learning
Sehun Park, Jae-Joon Kim, Jaeha Kung
- 2022 (modified: 12 Nov 2022)
- IEEE Trans. Emerg. Top. Comput. 2022
- Readers: Everyone
Single RRAM Cell-based In-Memory Accelerator Architecture for Binary Neural Networks
Hyunmyung Oh, Hyungjun Kim, Nameun Kang, Yulhwa Kim, Jihoon Park, Jae-Joon Kim
- 2021 (modified: 12 Nov 2022)
- AICAS 2021
- Readers: Everyone

View all 83 publications

Co-Authors

View all 86 co-authors