| 2026 | ACL | FinHarmBench: Financial Jailbreak Benchmark and Unsupervised Safety Fine-Tuning via Refusal Steering Distillation. | Yubin Choi, Yujin Yang, Subin Kim, Seokil Ham, Seungju Cho, Jungmin Son, Youngjun Kwak, Changick Kim |
| 2026 | LREC | FENCE: A Financial and Multimodal Jailbreak Detection Dataset. | Mirae Kim, Seonghun Jeong, Youngjun Kwak |
| 2026 | LREC | BankMathBench: A Benchmark for Numerical Reasoning in Banking Scenarios. | Yunseung Lee, Subin Kim, Youngjun Kwak, Jaegul Choo |
| 2024 | BMVC | Federated Learning for Face Recognition via Intra-subject Self-supervised Learning. | Hansol Kim, Hoyeol Choi, Youngjun Kwak |
| 2023 | ICASSP | Liveness Score-Based Regression Neural Networks for Face Anti-Spoofing. | Youngjun Kwak, Minyoung Jung, Hunjae Yoo, Jinho Shin, Changick Kim |
| 2023 | ICCV | ProtoFL: Unsupervised Federated Learning via Prototypical Distillation. | Hansol Kim, Youngjun Kwak, Minyoung Jung, Jinho Shin, Youngsung Kim, Changick Kim |
| 2023 | ICIP | Robust Face Anti-Spoofing Framework with Convolutional Vision Transformer. | Yunseung Lee, Youngjun Kwak, Jinho Shin |
| 2021 | AAAI | Order Regularization on Ordinal Loss for Head Pose, Age and Gaze Estimation. | Tianchu Guo, Hui Zhang, ByungIn Yoo, Yongchao Liu, Youngjun Kwak, Jae-Joon Han |
| 2019 | CVPR | Learning to Quantize Deep Networks by Optimizing Quantization Intervals With Task Loss. | Sangil Jung, Changyong Son, Seohyung Lee, JinWoo Son, Jae-Joon Han, Youngjun Kwak, Sung Ju Hwang, Changkyu Choi |