| 2024 | AAAI | Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior. | Youngjae Cho, HeeSun Bae, Seungjae Shin, Yeo Dong Youn, Weonyoung Joo, Il-Chul Moon |
| 2024 | ICLR | Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning. | HeeSun Bae, Seungjae Shin, Byeonghu Na, Il-Chul Moon |
| 2024 | ICLR | Unknown Domain Inconsistency Minimization for Domain Generalization. | Seungjae Shin, HeeSun Bae, Byeonghu Na, Yoon-Yeong Kim, Il-Chul Moon |
| 2023 | AISTATS | Loss-Curvature Matching for Dataset Selection and Condensation. | Seungjae Shin, HeeSun Bae, DongHyeok Shin, Weonyoung Joo, Il-Chul Moon |
| 2022 | ICML | From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model. | HeeSun Bae, Seungjae Shin, Byeonghu Na, JoonHo Jang, Kyungwoo Song, Il-Chul Moon |
| 2022 | ICML | Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation. | Dongjun Kim, Seungjae Shin, Kyungwoo Song, Wanmo Kang, Il-Chul Moon |
| 2021 | AAAI | Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder. | Hyemi Kim, Seungjae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon |
| 2021 | CVPR | Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation. | Mingi Ji, Seungjae Shin, Seunghyun Hwang, Gibeom Park, Il-Chul Moon |
| 2021 | GLOBECOM | TTL-Based Cache Utility Maximization Using Deep Reinforcement Learning. | Chunglae Cho, Seungjae Shin, Hongseok Jeon, Seunghyun Yoon |
| 2021 | GLOBECOM | Deep Reinforcement Learning for QoS-Aware Package Caching in Serverless Edge Computing. | Hongseok Jeon, Seungjae Shin, Chunglae Cho, Seunghyun Yoon |
| 2020 | AAAI | Bivariate Beta-LSTM. | Kyungwoo Song, JoonHo Jang, Seungjae Shin, Il-Chul Moon |
| 2020 | CoNEXT | FEWER: Federated Weight Recovery. | Yongjin Shin, Gihun Lee, Seungjae Shin, Seyoung Yun, Il-Chul Moon |
| 2020 | EMNLP | Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation. | Seungjae Shin, Kyungwoo Song, JoonHo Jang, Hyemi Kim, Weonyoung Joo, Il-Chul Moon |
| 2019 | PDCAT | A CloudSim-Extension for Simulating Distributed Functions-as-a-Service. | Hongseok Jeon, Chunglae Cho, Seungjae Shin, Seunghyun Yoon |
| 2011 | CISIS | Haptic Mouse Interface Actuated by an Electromagnet. | Wanjoo Park, Se Hyung Park, Laehyun Kim, Seungjae Shin |
| 2011 | HCI | Needle Insertion Simulator with Haptic Feedback. | Seungjae Shin, Wanjoo Park, Hyunchul Cho, Se Hyung Park, Laehyun Kim |
| 2011 | VTC | A Smart Handover Decision Algorithm Using Location Prediction for Hierarchical Macro/Femto-Cell Networks. | Byungjin Jeong, Seungjae Shin, Ingook Jang, Nak Woon Sung, Hyunsoo Yoon |
| 2009 | WCNC | Bandwidth efficient key distribution for secure multicast in dynamic wireless mesh networks. | Seungjae Shin, Junbeom Hur, Hanjin Lee, Hyunsoo Yoon |