Park, Sangdon

1. ATLANTIS: AI-driven Threat Localization, Analysis, and Triage Intelligence System
   2025/09/18 by Taesoo Kim, HyungSeok Han, Kim, Taesoo +99 · 2 voices · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Security and Verification in Computing
2. PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction
   2019/12/31 by Sangdon Park, Park, Sangdon, Osbert Bastani +5 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
3. PAC Prediction Sets Under Covariate Shift
   2021/06/17 by Sangdon Park, Park, Sangdon, Edgar Dobriban +5 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
4. TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction
   2023/07/07 by Shuo Li, Sangdon Park, Li, Shuo +5 · 4 citations
   Computer Science · Medicine · #Blockchain Technology Applications and Security #Topic Modeling #Artificial Intelligence in Healthcare and Education
5. Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation
   2020/02/29 by Park, Sangdon, Bastani, Osbert, Weimer, James +1 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. PAC Prediction Sets Under Label Shift
   2023/10/19 by Si, Wenwen, Park, Sangdon, Lee, Insup +2 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning
   2024/10/08 by Moon, Saemi, Lee, Minjong, Park, Sangdon +1 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. PAC Prediction Sets for Meta-Learning
   2022/07/06 by Park, Sangdon, Dobriban, Edgar, Lee, Insup +1 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Retrieval-Augmented Generation with Estimation of Source Reliability
   2024/10/30 by Jeongyeon Hwang, Hwang, Jeongyeon, Junyoung Park +8 · 2 citations
   Engineering · #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. iDECODe: In-distribution Equivariance for Conformal Out-of-distribution Detection
    2022/01/07 by Ramneet Kaur, Susmit Jha, Kaur, Ramneet +11 · 1 citation
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. CODiT: Conformal Out-of-Distribution Detection in Time-Series Data
    2022/07/24 by Kaur, Ramneet, Sridhar, Kaustubh, Park, Sangdon +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. Uncertainty Quantification for Neurosymbolic Programs via Compositional Conformal Prediction
    2024/05/24 by Ramya Ramalingam, Sangdon Park, Ramalingam, Ramya +3 · 1 citation
    Decision Sciences · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probabilistic and Robust Engineering Design #Process Optimization and Integration #Programming Languages (cs.PL)