| 2025 | ICRA | High-Quality Unknown Object Instance Segmentation via Quadruple Boundary Error Refinement. | Seunghyeok Back, Sangbeom Lee, Kangmin Kim, Joosoon Lee, Sungho Shin, Jemo Maeng, Kyoobin Lee |
| 2024 | CVPR | Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation. | Yeonguk Yu, Sungho Shin, Seunghyeok Back, Minhwan Ko, Sangjun Noh, Kyoobin Lee |
| 2023 | CVPR | Block Selection Method for Using Feature Norm in Out-of-Distribution Detection. | Yeonguk Yu, Sungho Shin, Seongju Lee, Changhyun Jun, Kyoobin Lee |
| 2022 | ECCV | Teaching Where to Look: Attention Similarity Knowledge Distillation for Low Resolution Face Recognition. | Sungho Shin, Joosoon Lee, Junseok Lee, Yeonguk Yu, Kyoobin Lee |
| 2021 | AAAI | Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks. | Yoonho Boo, Sungho Shin, Jungwook Choi, Wonyong Sung |
| 2021 | ICASSP | SQWA: Stochastic Quantized Weight Averaging For Improving The Generalization Capability Of Low-Precision Deep Neural Networks. | Sungho Shin, Yoonho Boo, Wonyong Sung |
| 2020 | AAAI | HLHLp: Quantized Neural Networks Training for Reaching Flat Minima in Loss Surface. | Sungho Shin, Jinhwan Park, Yoonho Boo, Wonyong Sung |
| 2020 | ETFA | Automatic Detection and Identification of Fasteners with Simple Visual Calibration using Synthetic Data. | Sangjun Noh, Seunghyeok Back, Raeyoung Kang, Sungho Shin, Kyoobin Lee |
| 2019 | ICASSP | Memorization Capacity of Deep Neural Networks under Parameter Quantization. | Yoonho Boo, Sungho Shin, Wonyong Sung |
| 2019 | ICASSP | Workload-aware Automatic Parallelization for Multi-GPU DNN Training. | Sungho Shin, Youngmin Jo, Jungwook Choi, Swagath Venkataramani, Vijayalakshmi Srinivasan, Wonyong Sung |
| 2017 | ICASSP | Fixed-point optimization of deep neural networks with adaptive step size retraining. | Sungho Shin, Yoonho Boo, Wonyong Sung |
| 2016 | ICASSP | Fixed-point performance analysis of recurrent neural networks. | Sungho Shin, Kyuyeon Hwang, Wonyong Sung |
| 2016 | ISCAS | Dynamic hand gesture recognition for wearable devices with low complexity recurrent neural networks. | Sungho Shin, Wonyong Sung |
| 2015 | HCI | Design of Marketing Scenario Planning Based on Business Big Data Analysis. | Seungkyun Hong, Sungho Shin, Young-Min Kim, Choong-Nyoung Seon, Jung-Ho Um, Sa-Kwang Song |
| 2013 | HCI | Analytics on Online Discussion and Commenting Services. | Sungho Shin, Sangkeun Park, Jinseop Shin, Sa-Kwang Song, Sung-Pil Choi, Hanmin Jung |