Simon S. Woo

Simon S. Woo

Sungkyunkwan University

H-index: 25

Asia-South Korea

About Simon S. Woo

Simon S. Woo, With an exceptional h-index of 25 and a recent h-index of 24 (since 2020), a distinguished researcher at Sungkyunkwan University, specializes in the field of Media Forensics, Deepfakes, Anomaly Detection, AI Security, Satellite Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Relation-Aware Label Smoothing for Self-KD

Gradient Alignment for Cross-Domain Face Anti-Spoofing

STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction

Grid-Based Continuous Normal Representation for Anomaly Detection

Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation

SoK: Facial Deepfake Detectors

Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication

Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images under Image Degradation

Simon S. Woo Information

University

Position

Assistant Professor (SKKU)

Citations(all)

2095

Citations(since 2020)

1974

Cited By

396

hIndex(all)

25

hIndex(since 2020)

24

i10Index(all)

43

i10Index(since 2020)

40

Email

University Profile Page

Sungkyunkwan University

Google Scholar

View Google Scholar Profile

Simon S. Woo Skills & Research Interests

Media Forensics

Deepfakes

Anomaly Detection

AI Security

Satellite Systems

Top articles of Simon S. Woo

Title

Journal

Author(s)

Publication Date

Relation-Aware Label Smoothing for Self-KD

Jeongho Kim

Simon S Woo

2024/4/25

Gradient Alignment for Cross-Domain Face Anti-Spoofing

arXiv preprint arXiv:2402.18817

Binh M Le

Simon S Woo

2024/2/29

STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction

Kishor Kumar Bhaumik

Fahim Faisal Niloy

Saif Mahmud

Simon S Woo

2024/4/25

Grid-Based Continuous Normal Representation for Anomaly Detection

arXiv preprint arXiv:2402.18293

Joo Chan Lee

Taejune Kim

Eunbyung Park

Simon S Woo

Jong Hwan Ko

2024/2/28

Layer Attack Unlearning: Fast and Accurate Machine Unlearning via Layer Level Attack and Knowledge Distillation

Proceedings of the AAAI Conference on Artificial Intelligence

Hyunjune Kim

Sangyong Lee

Simon S Woo

2024/3/24

SoK: Facial Deepfake Detectors

arXiv preprint arXiv:2401.04364

Binh M Le

Jiwon Kim

Shahroz Tariq

Kristen Moore

Alsharif Abuadbba

...

2024/1/9

Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication

Proceedings of the AAAI Conference on Artificial Intelligence

Hyunmin Choi

Simon S Woo

Hyoungshick Kim

2024/3/24

Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images under Image Degradation

arXiv e-prints

Fahim Faisal Niloy

Kishor Kumar Bhaumik

Simon S Woo

2024/1

SEE: Spherical Embedding Expansion for Improving Deep Metric Learning

Binh Minh Le

Simon S Woo

2024/4/25

All but one: Surgical concept erasing with model preservation in text-to-image diffusion models

Proceedings of the AAAI Conference on Artificial Intelligence

Seunghoo Hong

Juhun Lee

Simon S Woo

2024/3/24

Real-Time User-Guided Adaptive Colorization With Vision Transformer

Gwanghan Lee

Saebyeol Shin

Taeyoung Na

Simon S Woo

2024

Saliency-Aware Time Series Anomaly Detection for Space Applications

Sangyup Lee

Simon S Woo

2024/4/25

Low quality deepfake detection device and method of detecting low quality deepfake using the same

2024/3/7

Undo: Effective and accurate unlearning method for deep neural networks

Sangyong Lee

Simon S Woo

2023/10/21

EAE-GAN: Emotion-Aware Emoji Generative Adversarial Network for Computational Modeling Diverse and Fine-Grained Human Emotions

IEEE Transactions on Computational Social Systems

SangEun Lee

Seoyun Kim

Yeonju Chu

JeongWon Choi

Eunil Park

...

2023/12/12

An overhead-free region-based JPEG framework for task-driven image compression

Pattern Recognition Letters

Seonghye Jeong

Seongmoon Jeong

Simon S Woo

Jong Hwan Ko

2023/1/1

Why Do Deepfake Detectors Fail

arXiv preprint arXiv:2302.13156

Binh Le

Shahroz Tariq

Alsharif Abuadbba

Kristen Moore

Simon Woo

2023/2

S-ViT: Sparse Vision Transformer for Accurate Face Recognition

Geunsu Kim

Gyudo Park

Soohyeok Kang

Simon S Woo

2023/3/27

Exploiting Inconsistencies in Object Representations for Deepfake Video Detection

Kishor Kumar Bhaumik

Simon S Woo

2023/7/10

Apparatus and method for detecting deepfake based on convolutional long short-term memory network

2023/9/7

See List of Professors in Simon S. Woo University(Sungkyunkwan University)

Co-Authors

H-index: 39
Hyoungshick Kim

Hyoungshick Kim

Sungkyunkwan University

H-index: 35
Jelena Mirkovic

Jelena Mirkovic

University of Southern California

H-index: 33
Ron Artstein

Ron Artstein

University of Southern California

H-index: 28
Elsi Kaiser

Elsi Kaiser

University of Southern California

H-index: 25
Chris Kanich

Chris Kanich

University of Illinois at Chicago

H-index: 19
Hyeran Jeon

Hyeran Jeon

University of California, Merced

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