Jeong, Hyewon

11 publications

ICML 2025 LEMoN: Label Error Detection Using Multimodal Neighbors Haoran Zhang, Aparna Balagopalan, Nassim Oufattole, Hyewon Jeong, Yan Wu, Jiacheng Zhu, Marzyeh Ghassemi

ICLR 2025 RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data Maxwell A Xu, Jaya Narain, Gregory Darnell, Haraldur T Hallgrimsson, Hyewon Jeong, Darren Forde, Richard Andres Fineman, Karthik Jayaraman Raghuram, James Matthew Rehg, Shirley You Ren

MLHC 2024 Event-Based Contrastive Learning for Medical Time Series Nassim Oufattole, Hyewon Jeong, Matthew B.A. McDermott, Aparna Balagopalan, Bryan Jangeesingh, Marzyeh Ghassemi, Collin Stultz

NeurIPSW 2024 LEMoN: Label Error Detection Using Multimodal Neighbors Haoran Zhang, Aparna Balagopalan, Nassim Oufattole, Hyewon Jeong, Yan Wu, Jiacheng Zhu, Marzyeh Ghassemi

NeurIPS 2024 MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making Yubin Kim, Chanwoo Park, Hyewon Jeong, Yik Siu Chan, Xuhai Xu, Daniel McDuff, Hyeonhoon Lee, Marzyeh Ghassemi, Cynthia Breazeal, Hae Won Park

MLHC 2023 Deep Metric Learning for the Hemodynamics Inference with Electrocardiogram Signals Hyewon Jeong, Collin M. Stultz, Marzyeh Ghassemi

NeurIPSW 2023 Event-Based Contrastive Learning for Medical Time Series Hyewon Jeong, Nassim Oufattole, Aparna Balagopalan, Matthew B.A. McDermott, Payal Chandak, Marzyeh Ghassemi, Collin Stultz

CHIL 2022 Real-Time Seizure Detection Using EEG: A Comprehensive Comparison of Recent Approaches Under a Realistic Setting Kwanhyung Lee, Hyewon Jeong, Seyun Kim, Donghwa Yang, Hoon-Chul Kang, Edward Choi

NeurIPSW 2022 Unsupervised Deep Metric Learning for the Inference of Hemodynamic Value with Electrocardiogram Signals Hyewon Jeong, Marzyeh Ghassemi, Collin Stultz

AAAI 2021 Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning Tuan A. Nguyen, Hyewon Jeong, Eunho Yang, Sung Ju Hwang

ICML 2020 Cost-Effective Interactive Attention Learning with Neural Attention Processes Jay Heo, Junhyeon Park, Hyewon Jeong, Kwang Joon Kim, Juho Lee, Eunho Yang, Sung Ju Hwang