| Group Match Prediction via Neural NetworksGroup Match Prediction via Neural Networks |
| Sunghyun Kim, Minje Jang, and Changho Suh |
| ComplexRec Workshop at RecSys, 2021 |
| Robust Training with Ensemble Consensus |
| Jisoo Lee and Sae-Young Chung |
| ICLR, 2020 |
| **MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding** |
| Geondo Park, Chihye Han, Wonjun Yoon, and Daeshik Kim |
| WACV, 2020 |
| **Deep-learning analysis of H&E images to define three immune phenotypes to reveal loss-of-target in excluded immune cells as a novel resistance mechanism of immune checkpoint inhibitor in non-small cell lung cancer** |
| Sehhoon Park, Chan-Young Ock, Minje Jang, Jiwon Shin, Sarah Lee, Kyunghyun Paeng, Jonghanne Park, Young Kwang Chae, Yoon La Choi, Tony S. K. Mok, and Se-Hoon Lee |
| ASCO, 2020 |
| **Crash to Not Crash: Learn to Identify Dangerous Vehicles using a Simulator** (Website) |
| Hoon Kim*, Kangwook Lee*, Gyeongjo Hwang, and Changho Suh |
| AAAI, 2019 (Oral, Acceptance rate: 16.2%) |
| Synthesizing Differentially Private Datasets using Random Mixing |
| Kangwook Lee, Hoon Kim, Kyungmin Lee, Changho Suh, and Kannan Ramchandran |
| ISIT, 2019 |
| **Representation of White- and Black-Box Adversarial Examples in Deep Neural Networks and Humans: A Functional Magnetic Resonance Imaging Study** |
| Chihye Han, Wonjun Yoon, Gihyun Kwon, Seungkyu Nam, and Daeshik Kim |
| IJCNN, 2019 |
| **SGD on Random Mixtures: Private Machine Learning under Data Breach Threats** |
| Kangwook Lee, Kyoungmin Lee*, Hoon Kim*, Changho Suh, and Kannan Ramchandran |
| ICLR Workshop (and SysML), 2018 |
| Simulated+Unsupervised Learning With Adaptive Data Generation and Bidirectional Mappings |
| Kangwook Lee*, Hoon Kim*, and Changho Suh |
| ICLR, 2018 |
| **Top-K Rank Aggregation From M-Wise Comparisons |
| Minje Jang**, Sunghyun Kim, and Changho Suh |
| IEEE Journal of Selected Topics in Signal Processing, 2018 |
| **Optimal Sample Complexity of M-wise Data for Top-K Ranking |
| Minje Jang***, Sunghyun Kim*, and Changho Suh |
| NeurIPS, 2017 |
| **An End-to-End Robot Architecture to Manipulate Non-Physical State Changes of Objects |
| Wonjun Yoon**, Sol-A Kim, and Jaesik Choi |
| CogRob Workshop at IROS, 2016 |
| **Top-K Ranking from Pairwise Comparisons: When Spectral Ranking is Optimal |
| Minje Jang**, Sunghyun Kim, Changho Suh, and Sewoong Oh |
| Preprint, 2016 |