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Phishing URL Detection: A Network-based Approach Robust to Evasion


Sep 03, 2022
Taeri Kim, Noseong Park, Jiwon Hong, Sang-Wook Kim

* Accepted by CCS 2022 

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Prediction-based One-shot Dynamic Parking Pricing


Aug 30, 2022
Seoyoung Hong, Heejoo Shin, Jeongwhan Choi, Noseong Park

* Accepted at CIKM 2022 

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An Empirical Study on the Membership Inference Attack against Tabular Data Synthesis Models


Aug 25, 2022
Jihyeon Hyeong, Jayoung Kim, Noseong Park, Sushil Jajodia

* Accepted by CIKM 2022 

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AdamNODEs: When Neural ODE Meets Adaptive Moment Estimation


Jul 13, 2022
Suneghyeon Cho, Sanghyun Hong, Kookjin Lee, Noseong Park


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SPI-GAN: Distilling Score-based Generative Models with Straight-Path Interpolations


Jun 29, 2022
Jinsung Jeon, Noseong Park


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SOS: Score-based Oversampling for Tabular Data


Jun 17, 2022
Jayoung Kim, Chaejeong Lee, Yehjin Shin, Sewon Park, Minjung Kim, Noseong Park, Jihoon Cho

* Accepted by KDD 2022 

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LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations


Apr 19, 2022
Jaehoon Lee, Jinsung Jeon, Sheo yon Jhin, Jihyeon Hyeong, Jayoung Kim, Minju Jo, Kook Seungji, Noseong Park

* main 9 pages 

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EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting


Apr 19, 2022
Sheo Yon Jhin, Jaehoon Lee, Minju Jo, Seungji Kook, Jinsung Jeon, Jihyeon Hyeong, Jayoung Kim, Noseong Park

* main 8 pages 

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It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher


Apr 01, 2022
Kanghyun Choi, Hye Yoon Lee, Deokki Hong, Joonsang Yu, Noseong Park, Youngsok Kim, Jinho Lee

* selected for an oral presentation at CVPR 2022 

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Invertible Tabular GANs: Killing Two Birds with OneStone for Tabular Data Synthesis


Feb 08, 2022
Jaehoon Lee, Jihyeon Hyeong, Jinsung Jeon, Noseong Park, Jihoon Cho

* 19 pages 

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