PUBLICATIONS (Selected)

Robust Continual Unlearning against Knowledge Erosion and Forgetting Reversal
Eunju Park, Simon S. Woo* and Youjin Shin*
CVPR ’26 findings: Findings of the Conference on Computer Vision and Pattern Recognition 2026

Decomposed Attention Segment Recurrent Neural Network for Orbit Prediction
Seungwon Jeong, Soyeon Woo, Daewon Jeong, Simon S. Woo* and Youjin Shin*
KDD ’24: SIGKDD Conference on Knowledge Discovery and Data Mining, August 2024.

Anomaly and Novelty detection for Satellite and Drone systems (ANSD'23)
Shahroz Tariq, Daewon Chung, Simon Woo, Youjin Shin*
CIKM ’23: ACM International Conference on Information and Knowledge Management, October 2022

Selective Tensorized Multi-layer LSTM for Orbit Prediction
Youjin Shin, Eunju Park, and Simon S. Woo*
CIKM ’22: ACM International Conference on Information and Knowledge Management, October 2022

PasswordTensor: Analyzing and Explaining Password Strength using Tensor Decomposition
Youjin Shin and Simon S. Woo*
Computers & Security, Volume 116, May 2022 (Elsevier , SCIE IF=5.105)
https://www.sciencedirect.com/science/article/pii/S0167404822000335?dgcid=coauthor

Detecting Handcrafted Facial Image Manipulations and GAN-Generated Facial Images using Shallow-FakeFaceNet
Sangyup Lee, Shahroz Tariq, Youjin Shin, and Simon S. Woo*
Applied Soft Computing, Volume 105, July 2021 (Elsevier , SCIE IF=8.263)
https://www.sciencedirect.com/science/article/pii/S1568494621001794

ITAD: Integrative Tensor-based Anomaly Detection System for Reducing False Postives of Satellite Systems
Youjin Shin, Shahroz Tariq, Sangyup Lee, Myeong Shin Lee, Okchul Jung, Daewon Chung, and Simon S. Woo*
CIKM ’20: ACM International Conference on Information and Knowledge Management, October 2020
https://dl.acm.org/doi/abs/10.1145/3340531.3412716

What Is in Your Password? Analyzing Memorable and Secure Passwords using a Tensor Decomposition
Youjin Shin and Simon S. Woo*
WWW ’19: International World Wide Web Conference, May 2019
https://dl.acm.org/doi/10.1145/3308558.3313690

Detecting Anomalies in Space using Multivariate Convolutional LSTM with Mixtures of Probabilistic PCA
Shahroz Tariq, Sangyup Lee, Youjin Shin, Myeong Shin Lee, Okchul Jung, Daewon Chung, and Simon S. Woo*
KDD ’19: SIGKDD Conference on Knowledge Discovery and Data Mining, August 2019.
https://dl.acm.org/doi/10.1145/3292500.3330776

GAN is a Friend or Foe? A Framework to Detect Various Fake Face Images
Shahroz Tariq, Sangyup Lee, Youjin Shin, Ho Young Kim, and Simon S. Woo*
SAC ’19: ACM SIGAPP Symposium on Applied Computing, April 2019
https://dl.acm.org/doi/10.1145/3297280.3297410

Detecting Both Machine and Human Created Fake Face Images In the Wild
Shahroz Tariq, Sangyup Lee, Youjin Shin, Ho Young Kim, and Simon S. Woo*
MPS ’18: International Workshop on Multimedia Privacy and Security, October 2018
https://dl.acm.org/doi/10.1145/3267357.3267367

Tensor Decomposition for Anomaly Detection in Space
Youjin Shin, Sangyup Lee, Shahroz Tariq, and Simon S. Woo*
(*Not proceeding) Workshop on Tensor Methods for Emerging Data Science Challenges (TMEDSC),
held in conjunction with KDD'19 Aug 5, 2019 - Anchorage, Alaska, USA