Jaeuk Kim

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Autonomous Driving

Multi Agent Learning

Top Venues

VLSI Technology and Circuits

Publications

Jaehoon Heo, Jung-Hoon Kim, Wontak Han, Jaeuk Kim, Joo-Young Kim
SP-PIM: A Super-Pipelined Processing-In-Memory Accelerator With Local Error Prediction for Area/Energy-Efficient On-Device Learning. IEEE J. Solid State Circuits 59 (8) (2024)
Leo Hyun Park, Jaeuk Kim, Myung Gyo Oh, Jaewoo Park, Taekyoung Kwon
Adversarial Feature Alignment: Balancing Robustness and Accuracy in Deep Learning via Adversarial Training. CoRR (2024)
Leo Hyun Park, Soochang Chung, Jaeuk Kim, Taekyoung Kwon
GradFuzz: Fuzzing deep neural networks with gradient vector coverage for adversarial examples. Neurocomputing 522 (2023)
Myung Gyo Oh, Leo Hyun Park, Jaeuk Kim, Jaewoo Park, Taekyoung Kwon
Membership Inference Attacks With Token-Level Deduplication on Korean Language Models. IEEE Access 11 (2023)
Jung-Hoon Kim, Jaehoon Heo, Wontak Han, Jaeuk Kim, Joo-Young Kim
SP-PIM: A 22.41TFLOPS/W, 8.81Epochs/Sec Super-Pipelined Processing-In-Memory Accelerator with Local Error Prediction for On-Device Learning. VLSI Technology and Circuits (2023)
Leo Hyun Park, Jaewoo Park, Soochang Chung, Jaeuk Kim, Myung Gyo Oh, Taekyoung Kwon
Poster: Adversarial Defense with Deep Learning Coverage on MagNet's Purification. CCS (2022)
Je Yang, Jaeuk Kim, Joo-Young Kim
LearningGroup: A Real-Time Sparse Training on FPGA via Learnable Weight Grouping for Multi-Agent Reinforcement Learning. FPT (2022)
Myung Gyo Oh, Leo Hyun Park, Jaeuk Kim, Jaewoo Park, Taekyoung Kwon
On Membership Inference Attacks to Generative Language Models Across Language Domains. WISA (2022)
Je Yang, Jaeuk Kim, Joo-Young Kim
LearningGroup: A Real-Time Sparse Training on FPGA via Learnable Weight Grouping for Multi-Agent Reinforcement Learning. CoRR (2022)
Leo Hyun Park, Jaeuk Kim, Jaewoo Park, Taekyoung Kwon
Mixed and constrained input mutation for effective fuzzing of deep learning systems. Inf. Sci. 614 (2022)
Seunghee Han, Jaeuk Kim, Geon Kim, Jaemin Cho, Jiin Kim, Shin Yoo
Preliminary Evaluation of Path-aware Crossover Operators for Search-Based Test Data Generation for Autonomous Driving. SBST@ICSE (2021)
Leo Hyun Park, Sangjin Oh, Jaeuk Kim, Soochang Chung, Taekyoung Kwon
Poster: Effective Layers in Coverage Metrics for Deep Neural Networks. CCS (2019)