Sooyong Jang

13 papers A* 3A 1B 2Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
Conformal Constrained Policy Optimization for Cost-Effective LLM Agents.
AAAI
Wenwen Si, Sooyong Jang, Insup Lee, Osbert Bastani
2026 A* conf
Quantifying and Improving Adaptivity in Conformal Prediction Through Input Transformations.
AAAI
Sooyong Jang, Insup Lee
2025 J jnl
Conformal Constrained Policy Optimization for Cost-Effective LLM Agents.
CoRR
Wenwen Si, Sooyong Jang, Insup Lee, Osbert Bastani
2025 J jnl
Quantifying and Improving Adaptivity in Conformal Prediction through Input Transformations.
CoRR
Sooyong Jang, Insup Lee
2024 — conf
Fundus Image-based Visual Acuity Assessment with PAC-Guarantees.
ML4H@NeurIPS
Sooyong Jang, Kuk Jin Jang, Hyonyoung Choi, Yong-Seop Han, Seongjin Lee, Jin-hyun Kim, Insup Lee
2024 J jnl
Fundus Image-based Visual Acuity Assessment with PAC-Guarantees.
CoRR
Sooyong Jang, Kuk Jin Jang, Hyonyoung Choi, Yong-Seop Han, Seongjin Lee, Jin-hyun Kim, Insup Lee
2022 A* conf
Sequential Covariate Shift Detection Using Classifier Two-Sample Tests.
ICML
Sooyong Jang, Sangdon Park, Insup Lee, Osbert Bastani
2021 J jnl
Confidence Calibration with Bounded Error Using Transformations.
CoRR
Sooyong Jang, Radoslav Ivanov, Insup Lee, James Weimer
2021 B conf
FRED: Fall Risk Evaluation Database Based on Electronic Health Record Data.
CHASE
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
2021 A conf
Improving Classifier Confidence using Lossy Label-Invariant Transformations.
AISTATS
Sooyong Jang, Insup Lee, James Weimer
2020 J jnl
Improving Classifier Confidence using Lossy Label-Invariant Transformations.
CoRR
Sooyong Jang, Insup Lee, James Weimer
2020 J jnl
VisionGuard: Runtime Detection of Adversarial Inputs to Perception Systems.
CoRR
Yiannis Kantaros, Taylor J. Carpenter, Sangdon Park, Radoslav Ivanov, Sooyong Jang, Insup Lee, James Weimer
2012 B conf
Hierarchical Slow-Feature Models of Gesture Conversation.
CogSci
Jiseob Kim, Sooyong Jang, Eun-Sol Kim, Byoung-Tak Zhang