Sooyong Jang

According to our database, Sooyong Jang authored at least 9 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Conformal Constrained Policy Optimization for Cost-Effective LLM Agents.

Wenwen Si, Sooyong Jang, Insup Lee, Osbert Bastani

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Quantifying and Improving Adaptivity in Conformal Prediction Through Input Transformations.

Sooyong Jang, Insup Lee

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2024

Fundus Image-based Visual Acuity Assessment with PAC-Guarantees.

Sooyong Jang, Kuk Jin Jang, Hyonyoung Choi, Yong-Seop Han, Seongjin Lee, Jin-hyun Kim, Insup Lee

Proceedings of the Machine Learning for Health, 2024

2022

Sequential Covariate Shift Detection Using Classifier Two-Sample Tests.

Sooyong Jang, Sangdon Park, Insup Lee, Osbert Bastani

Proceedings of the International Conference on Machine Learning, 2022

2021

Confidence Calibration with Bounded Error Using Transformations.

Sooyong Jang, Radoslav Ivanov, Insup Lee, James Weimer

CoRR, 2021

FRED: Fall Risk Evaluation Database Based on Electronic Health Record Data.

Pengyuan Lu, Xian Li, Sooyong Jang, Alexander Lee, Sydney Pugh, Amanda Watson, Ragnhildur I. Bjarnadottir, Robert Lucero, George Demiris, Ani Nenkova, James Weimer, Insup Lee

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2021

Improving Classifier Confidence using Lossy Label-Invariant Transformations.

Sooyong Jang, Insup Lee, James Weimer

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

VisionGuard: Runtime Detection of Adversarial Inputs to Perception Systems.

Yiannis Kantaros, Taylor J. Carpenter, Sangdon Park, Radoslav Ivanov, Sooyong Jang, Insup Lee, James Weimer

CoRR, 2020

2012

Hierarchical Slow-Feature Models of Gesture Conversation.

Jiseob Kim, Sooyong Jang, Eun-Sol Kim, Byoung-Tak Zhang

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012