News

Lab News

2025

[2025.03] Dongkyung joins the group as a BS/MS Integrated student! :)

[2025.02] Sangmin's paper "BiPruneFL: Computation and Communication Efficient Federated Learning with Binary Quantization and Pruning" has been accepted to IEEE Access. Congratulations!

[2025.01] Junseo's paper "I2AM: Interpreting Image-to-Image Latent Diffusion Models via Bi-Attribution Maps" has been accepted to ICLR 2025 (Poster) (AI top conference)! Congratulations! [news]

[2025.01] Minji (강민지) joins the group as a graduate student. Welcome, Minji :)

2024

[2024.12] Haiwoong's paper "Enhancing Time Series Anomaly Detection: A Knowledge Distillation Approach with Image Transformation" has been accepted to Sensors. Congratulations!

[2024.12] Haiwoong Park successfully defended his MS thesis. Congratulations :)

[2024.10] Xinyu's paper "Multi-adversarial Autoencoders: Stable, Faster and Self-adaptive Representation Learning" has been accepted to Expert Systems with Applications (JCR top 10% journal). Congratulations!

[2024.09] Jiyong's paper "SimFLE: Simple Facial Landmark Encoding for Self-Supervised Facial Expression Recognition in the Wild" has been accepted to IEEE Tran. on Affective Computing (JCR top 5% journal). Congratulations!

[2024.09] Jeongmin's paper "Data Augmentation Techniques using Text-to-Image Diffusion Models for Enhanced Data Diversity" has been accepted to ICTC 2024. Congratulations!

[2024.09] Jungui, Yeryung, Chaeyeon's paper "YOLO 기반 뇌 종양 탐지와 MGMT 프로모터 메틸화 예측에 관한 연구" and Dongkyung, Jaeyeon's paper "디퓨전 모델과 텍스트 입력을 활용한 키포인트 기반 동영상 편집 기법에 관한 연구" have been accepted to KAIC. Two papers won the Outstanding Paper Award (장려상) at KAIC. Congratulations!

[2024.08] Minji, Jaeyeon and Yeryung join the group as BS/MS Integrated students! :)

[2024.06] Junseo's paper "I2AM: Interpreting Image-to-Image Latent Diffusion Models via Attribution Maps" has been accepted to XAI workshop on IJCAI 2024 (AI top conference)! Congratulations!

[2024.02] Minji, Dongho, Jaeyeon, Dongkyung, Chaeyeon, Yeryung and Jung-Ui join the group as undergraduate students. Welcome, all :)

[2024.02] Hanyoung (노한영) joins the group as a graduate student. Welcome, Hanyoung :)

2023

[2023.12] Sanghun's paper "LinkFND: Simple Framework for False Negative Detection in Recommendation Tasks with Graph Contrastive Learning" has been accepted to IEEE Access. Congratulations!

[2023.12] Sanghun Kim, Xinyu Wu, Junseok Lee and Jiyong Moon successfully defended their MS theses. Congratulations :)

[2023.09] Beomseok, Junseo and Jeongmin join the group as graduate students. Welcome, all :)

[2023.08] Junseo and Beomseok's paper "StyleBoost: A Study of Personalizing Text-to-Image Generation in Any Style using DreamBooth" has been accepted to ICTC 2023! 

[2023.08] Sanghun's paper "Dexterous Hand-Object Grasp Control with Prosthetic Hand" has been accepted to IFSA 2023! 

[2023.06] Sangmin Lee successfully defended his MS thesis. Congratulations :) 

[2023.04] Two papers "In-Home Smartphone-Based Prediction of Obstructive Sleep Apnea: A Validation Study with Level 2 Home Polysomnography" and "Prediction of Sleep Stages via Deep Learning using Smartphone Audio Recordings in Home Environments: Model Development and Validation" have been accepted to JMIR (JCR top 10% journal)!

[2023.02] One paper "Sound-based Sleep Staging by Exploiting Real-world Unlabeled Data" has been accepted to a TSRL4H  workshop at ICLR 2023 (AI top conference)!

[2023.02] Hannah joins the group as a graduate student. Welcome, Hannah :)

2022

[2022.12] One paper "Learning to Broadcast for Ultra-Reliable Communication with Differential Quality of Service via the Conditional Value at Risk" has been accepted to IEEE TCOM (JCR top 10% journal).

[2022.11] One paper "Bayesian Continual Learning via Spiking Neural Networks" has been accepted to FCN.

[2022.09] Sangmin's paper "Multi-prize Lottery Ticket Hypothesis 기반 연합학습에 관한 연구" and Seyeon's paper "YOLO 기반 이륜차와 헬멧 객체 검출 방법에 관한 연구" have been accepted to KAIC.

[2022.09] Haiwoong joins the group as a graduate student. Welcome, Haiwoong :)

[2022.09] Beomseok Ko and Junseo Park join the group as undergraduate students. Welcome Beomseok and Junseo!

[2022.06] One paper "End-to-End Sleep Staging Using Nocturnal Sounds from Microphone Chips for Mobile Devices" has been accepted to NSS (JCR Q1 journal).

[2022.06] One paper "On Cost-efficient Learning of Data Dependency" has been accepted to IEEE TNET (JCR top 10% journal).

[2022.05] One paper "Multi-Sample Online Learning for Probabilistic Spiking Neural Networks" has been accepted to IEEE TNNLS (JCR top 1% journal).

[2022.03] Sungwook joins the group as a graduate student. Welcome, Sungwook :)

2021

[2021.12] One paper "Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck" has been accepted to NeurIPS (AI top conference).

[2021.12] Sangmin's paper "A Study on Training Binary Neural Networks using Efficient Gradient Computations for Intelligent Systems" has been accepted to ISIS 2021!

[2021.09] Xinyu joins the group as a graduate student. Welcome, Xinyu :)

[2021.06] Three papers have been accepted to IEEE COMML.

[2021.06] Sanghun joins the group as a graduate student. Welcome, Sanghun :)

[2021.03] Sangmin joins the group as a graduate student. Welcome, Sangmin :)

[2021.03] I am looking for highly-motivated M.S. & Ph.D. students. Please feel free to contact me with your CV if you find my research interests well-matched with yours.

[2021.03] I join the Department of Artificial Intelligence at Dongguk University, Seoul, South Korea!