Journal Club

Name: A Metabolism-Informed Neural Network Identifies Pathways Influencing the Potency and Toxicity of Antimicrobial Combinations – Se Jun Ahn
Start: 2026-07-03T10:00:00+09:00
End: 2026-07-03T12:00:00+09:00
Location: B232 Seminar Room, IBS

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	0 events 1 0 events, 1	0 events 2 0 events, 2	0 events 3 0 events, 3	0 events 4 0 events, 4	1 event 5 1 event, 5 10:00 am - 12:00 pm Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction- Gyuyoung Hwang June 5 @ 10:00 am - 12:00 pm KST Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction- Gyuyoung Hwang In this talk, we discuss the paper “Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction” by Yi He et al., ICML Poster, 2025. Abstract: Generating long-term trajectories of dissipative chaotic systems autoregressively is a highly challenging task. The inherent positive Lyapunov exponents amplify prediction errors over time. Many chaotic systems possess a crucial property — … Continue Reading	0 events 6 0 events, 6
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0 events 14 0 events, 14	0 events 15 0 events, 15	0 events 16 0 events, 16	0 events 17 0 events, 17	0 events 18 0 events, 18	1 event 19 1 event, 19 10:00 am - 12:00 pm Insulin resistance prediction from wearables and routine blood biomarkers – Dongju Lim June 19 @ 10:00 am - 12:00 pm KST Insulin resistance prediction from wearables and routine blood biomarkers – Dongju Lim In this talk, we discuss the paper “Insulin resistance prediction from wearables and routine blood biomarkers” by Ahmed A. Metwally et al., Nature, 2026. Abstract: Insulin resistance (IR), a primary precursor to type 2 diabetes, is characterized by impaired insulin action in tissues1. However, diagnostic methods remain expensive and inaccessible, which hinders early intervention2,3. … Continue Reading	0 events 20 0 events, 20
0 events 21 0 events, 21	0 events 22 0 events, 22	0 events 23 0 events, 23	0 events 24 0 events, 24	0 events 25 0 events, 25	1 event 26 1 event, 26 10:00 am - 12:00 pm Learning Longitudinal Health Representations from EHR and Wearable Data – Hyunji Jeong June 26 @ 10:00 am - 12:00 pm KST Learning Longitudinal Health Representations from EHR and Wearable Data – Hyunji Jeong In this talk, we discuss the paper “Learning Longitudinal Health Representations from EHR and Wearable Data” by Yuanyun Zhang et al., arXiv, 2026. Abstract: Foundation models trained on electronic health records show strong performance on many clinical prediction tasks but are limited by sparse and irregular documentation. Wearable devices provide dense continuous physiological signals but … Continue Reading	0 events 27 0 events, 27
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