Classification of Driving Behavior Events Utilizing Kinematic Classification and Machine Learning for Down Sampled Time Series Data. - Vikram Krishnamurthy; Kusha Nezafati; Juhyun Bae; Mehmet Emre Gursoy; Mian Zhong; Vikrant Singh (IEEE BigData, 2019)

Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks. - Yanzhao Wu 001; Ling Liu 001; Juhyun Bae; Ka Ho Chow; Arun Iyengar; Calton Pu; Wenqi Wei 001; Lei Yu 002; Qi Zhang 009 (IEEE BigData, 2019)

Memory Disaggregation: Research Problems and Opportunities. - Ling Liu 001; Wenqi Cao; Semih Sahin; Qi Zhang 009; Juhyun Bae; Yanzhao Wu 001 (ICDCS, 2019)

Demystifying Learning Rate Polices for High Accuracy Training of Deep Neural Networks. - Yanzhao Wu 001; Ling Liu 001; Juhyun Bae; Ka Ho Chow; Arun Iyengar; Calton Pu; Wenqi Wei 001; Lei Yu 002; Qi Zhang 009 (CoRR, 2019)

Promoting High Diversity Ensemble Learning with EnsembleBench. - Yanzhao Wu 001; Ling Liu 001; Zhongwei Xie; Juhyun Bae; Ka Ho Chow; Wenqi Wei 001 (CogMI, 2020)

Memory Abstraction and Optimization for Distributed Executors. - Semih Sahin; Ling Liu 001; Wenqi Cao; Qi Zhang 009; Juhyun Bae; Yanzhao Wu 001 (CIC, 2020)

Efficient Orchestration of Host and Remote Shared Memory for Memory Intensive Workloads. - Juhyun Bae; Gong Su; Arun Iyengar; Yanzhao Wu 001; Ling Liu 001 (MEMSYS, 2020)

Adversarial Objectness Gradient Attacks in Real-time Object Detection Systems. - Ka Ho Chow; Ling Liu 001; Margaret Loper; Juhyun Bae; Mehmet Emre Gursoy; Stacey Truex; Wenqi Wei 001; Yanzhao Wu 001 (TPS-ISA, 2020)

Transparent Network Memory Storage for Efficient Container Execution in Big Data Clouds. - Juhyun Bae; Ling Liu 001; Ka Ho Chow; Yanzhao Wu 001; Gong Su; Arun Iyengar (IEEE BigData, 2021)

RDMAbox: Optimizing RDMA for Memory Intensive Workload. - Juhyun Bae; Ling Liu 001; Yanzhao Wu 001; Gong Su; Arun Iyengar (CIC, 2021)

RDMAbox : Optimizing RDMA for Memory Intensive Workloads. - Juhyun Bae; Gong Su; Arun Iyengar; Yanzhao Wu 001; Ling Liu 001 (CoRR, 2021)

ReMember: Using Biosignals to Recall Memories of Companion Animals. - Changyoon Yi; Juhyun Bae; Nakkyu Baek; Jina Jung; Sunwoong Hur; Hyun-Jean Lee; Seung Ah Lee (Proc. ACM Comput. Graph. Interact. Tech., 2021)

Distributed services with elastic container memory abstractions for big data clouds. - Juhyun Bae (2023)

Deep-Learning-Assisted Highly-Accurate COVID-19 Diagnosis on Lung Computed Tomography Images. - Yinuo Wang; Juhyun Bae; Ka Ho Chow; Shenyang Chen; Shreyash Gupta (CoRR, 2025)