Kichang Lee

According to our database, Kichang Lee authored at least 25 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Temperature Scaling Attack Disrupting Model Confidence in Federated Learning.

Kichang Lee, Jaeho Jin, JaeYeon Park, Songkuk Kim, JeongGil Ko

CoRR, February, 2026

Toward storage-aware learning with compressed data an empirical exploratory study on JPEG.

Kichang Lee, Jeonggil Ko, Songkuk Kim, Jaeyeon Park

ICT Express, 2026

Improving local training in federated learning via temperature scaling.

Kichang Lee, Pei Zhang, Songkuk Kim, JeongGil Ko

Adv. Eng. Informatics, 2026

Now or Never: Continuous Surveillance AIoT System for Ephemeral Events in Intermittent Sensor Networks.

Joonhee Lee, Kichang Lee, Jeonggil Ko

Proceedings of the Companion Proceedings of the ACM Web Conference 2026, 2026

Verifiable Dropout: Turning Randomness into a Verifiable Claim.

Kichang Lee, Sungmin Lee, Jaeho Jin, JeongGil Ko

Proceedings of the Companion Proceedings of the ACM Web Conference 2026, 2026

Spatial Discretization for Fine-Grain Zone Checks with STARKs.

Sungmin Lee, Kichang Lee, Gyeongmin Han, Jeonggil Ko

Proceedings of the Companion Proceedings of the ACM Web Conference 2026, 2026

Statistical Analysis of 12V Power Load Uncertainty Using Conditional Probability for SDV Energy Management.

Gyeongmin Han, Sungmin Lee, Joonhee Lee, Kichang Lee, JeongGil Ko

Proceedings of the Companion Proceedings of the ACM Web Conference 2026, 2026

Dronaquatics: Real-time Swimming Analytics Using Drone Captured Imagery.

Thu Tran, Harold Abraham Joseph, Kichang Lee, Kenny Tsu Wei Choo, Dong Ma, Shaohui Foong, Thivya Kandappu, Jeonggil Ko, Rajesh Balan

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

Exploring Large Language Model as an Interactive Sports Coach: Lessons from a Single-Subject Half Marathon Preparation.

Kichang Lee

CoRR, September, 2025

FedUNet: A Lightweight Additive U-Net Module for Federated Learning with Heterogeneous Models.

Beomseok Seo, Kichang Lee, JaeYeon Park

CoRR, August, 2025

Mind your indices! Index hijacking attacks on collaborative unpooling autoencoder systems.

Kichang Lee, Jonghyuk Yun, Jaeho Jin, Jun Han, JeongGil Ko

Internet Things, 2025

GMT: Gzip-based Memory-efficient Time-series classification.

Sungmin Lee, Kichang Lee, JaeYeon Park, JeongGil Ko

ICT Express, 2025

2024

A Smartphone to the Rescue: Detecting Counterfeit Powdered Food Products.

Jonghyuk Yun, Kyoosik Lee, Kichang Lee, Bangjie Sun, Jaeho Jeon, JeongGil Ko, Inseok Hwang, Jun Han

GetMobile Mob. Comput. Commun., December, 2024

Tazza: Shuffling Neural Network Parameters for Secure and Private Federated Learning.

Kichang Lee, Jaeho Jin, JaeYeon Park, JeongGil Ko

CoRR, 2024

DeTrigger: A Gradient-Centric Approach to Backdoor Attack Mitigation in Federated Learning.

Kichang Lee, Yujin Shin, Jonghyuk Yun, Jun Han, JeongGil Ko

CoRR, 2024

Analyzing the Impact of the Automatic Ball-Strike System in Professional Baseball: A Case Study on KBO League Data.

Kichang Lee, Kyungsik Han, JeongGil Ko

CoRR, 2024

FLex&Chill: Improving Local Federated Learning Training with Logit Chilling.

Kichang Lee, Songkuk Kim, JeongGil Ko

CoRR, 2024

Effective Heterogeneous Federated Learning via Efficient Hypernetwork-based Weight Generation.

Yujin Shin, Kichang Lee, Sungmin Lee, You Rim Choi, Hyung-Sin Kim, JeongGil Ko

Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems, 2024

Poster: Towards Counterfeit Powdered Food Products Detection using a Commodity Smartphone.

Jonghyuk Yun, Kyoosik Lee, Kichang Lee, Bangjie Sun, Jaeho Jeon, JeongGil Ko, Inseok Hwang, Jun Han

Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

PowDew: Detecting Counterfeit Powdered Food Products using a Commodity Smartphone.

Jonghyuk Yun, Kyoosik Lee, Kichang Lee, Bangjie Sun, Jaeho Jeon, JeongGil Ko, Inseok Hwang, Jun Han

Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

Poster: A Memory Efficient Parameter-free Time-series Classification via gzip.

Kichang Lee, Sungmin Lee, JeongGil Ko

Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

2023

AttFL: A Personalized Federated Learning Framework for Time-series Mobile and Embedded Sensor Data Processing.

JaeYeon Park, Kichang Lee, Sungmin Lee, Mi Zhang, JeongGil Ko

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2023

Self-Attention LSTM-FCN model for arrhythmia classification and uncertainty assessment.

JaeYeon Park, Kichang Lee, Noseong Park, Seng Chan You, JeongGil Ko

Artif. Intell. Medicine, August, 2023

Demo: Exploiting Indices for Man-in-the-Middle Attacks on Collaborative Unpooling Autoencoders.

Kichang Lee, Jonghyuk Yun, Jun Han, JeongGil Ko

Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

2014

The Single Equivalent Moving Dipole Model Does Not Require Spatial Anatomical Information to Determine Cardiac Sources of Activation.

Kwanghyun Sohn, Wener Lv, Kichang Lee, Anna M. Galea, Gordon B. Hirschman, Alison M. Hayward, Richard J. Cohen, Antonis A. Armoundas

IEEE J. Biomed. Health Informatics, 2014