Uyeong Jang

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 9

Top Topics

Representational Power

Hierarchical Hidden Markov Models

Join Operations

Top Venues

Publications

Xi Wu, Xiangyao Yu, Shaleen Deep, Ahmed Mahmood, Uyeong Jang, Stratis Viglas, Somesh Jha, John Cieslewicz, Jeffrey F. Naughton
Bilevel Relations and Their Applications to Data Insights. CoRR (2023)
Xi Wu, Joe Benassi, Yaqi Zhang, Uyeong Jang, James Foster, Stella Kim, Yujing Sun, Somesh Jha, John Cieslewicz, Jeffrey F. Naughton
Holistic Cube Analysis: A Query Framework for Data Insights. CoRR (2023)
Uyeong Jang, Susmit Jha, Somesh Jha
On the Need for Topology-Aware Generative Models for Manifold-Based Defenses. ICLR (2020)
Uyeong Jang, Susmit Jha, Somesh Jha
On Need for Topology Awareness of Generative Models. CoRR (2019)
Lakshya Jain, Wilson Wu, Steven Chen, Uyeong Jang, Varun Chandrasekaran, Sanjit A. Seshia, Somesh Jha
Generating Semantic Adversarial Examples with Differentiable Rendering. CoRR (2019)
Xi Wu, Uyeong Jang, Jiefeng Chen, Lingjiao Chen, Somesh Jha
Reinforcing Adversarial Robustness using Model Confidence Induced by Adversarial Training. ICML (2018)
Susmit Jha, Uyeong Jang, Somesh Jha, Brian Jalaian
Detecting Adversarial Examples Using Data Manifolds. MILCOM (2018)
Xi Wu, Uyeong Jang, Lingjiao Chen, Somesh Jha
Manifold Assumption and Defenses Against Adversarial Perturbations. CoRR (2017)
Uyeong Jang, Xi Wu, Somesh Jha
Objective Metrics and Gradient Descent Algorithms for Adversarial Examples in Machine Learning. ACSAC (2017)