Jiaxing Qiu

Publications

• Instruction-Based Time Series Editing

  Jiaxing Qiu, Dongliang Guo, Brynne Sullivan, Teague R. Henry, Thomas Hartvigsen

  KDD 2026 [paper, code]

• ReasonEdit: Editing Vision–Language Models Using Human Reasoning

  Jiaxing Qiu, Kaihua Hou, Roxana Daneshjou, Ahmed Alaa, Thomas Hartvigsen

  ICML 2026 [paper, code]

• BEDTime: A Unified Benchmark for Automatically Describing Time Series

  Medhasweta Sen, Zachary Gottesman, Jiaxing Qiu, C. Bayan Bruss, Nam Nguyen, Thomas Hartvigsen

  ICML 2026 [paper]

• The Extended Community of Diet Culture Around Eating Disorders: A Network Analysis of Reddit Forums

  Jiaxing Qiu, Cheri A. Levinson, Jonathan Michael Kropko, Teague R. Henry, Alexander J. Gates

  Applied Network Science 2026 [paper]

• Development and Evaluation of a Prediction Model for Adult ICU Hemorrhage Using Only Continuous Cardiorespiratory Data

  Andrew Barros, Brynne Sullivan, Matthew T. Clark, Jiaxing Qiu, Jules Bergmann, Timothy Ruchti, Gilles Clermont

  Physiological Measurement 2026 [paper]

• Fast Leave-One-Cluster-Out Cross-Validation Using Clustered Network Information Criterion

  Jiaxing Qiu, Douglas E. Lake, Pavel Chernyavskiy, Teague R. Henry

  Statistical Methods in Medical Research 2025 [paper]

• Comparing Machine Learning Techniques for Neonatal Mortality Prediction: Insights from a Modeling Competition

  Brynne A. Sullivan, Alvaro G. Moreira, Ryan M. McAdams, Lindsey A. Knake, Ameena Husain, Jiaxing Qiu, et al.

  Pediatric Research 2025 [paper]

• Heart Rate Patterns Predicting Cerebral Palsy in Preterm Infants

  L. Letzkus, R. Picavia, G. Lyons, J. Brandberg, Jiaxing Qiu, et al.

  Pediatric Research 2025 [paper]

• Ordinal Outcome State-Space Models for Intensive Longitudinal Data

  Teague R. Henry, Lindley R. Slipetz, Ami Falk, Jiaxing Qiu, Meng Chen

  Psychometrika 2024 [paper]

• Highly Comparative Time Series Analysis of Oxygen Saturation and Heart Rate to Predict Respiratory Outcomes in Extremely Preterm Infants

  Jiaxing Qiu, Juliann M. Di Fiore, et al.

  Physiological Measurement 2024 [paper]

• Pathophysiological Responses to Bloodstream Infection in Critically Ill Transplant Recipients Compared with Non-transplant Recipients

  Jiaxing Qiu, Alex N. Zimmet, et al.

  Clinical Infectious Diseases 2024 [paper]

• Maturation of Cardioventilatory Physiological Trajectories in Extremely Preterm Infants

  Debra E. Weese-Mayer, Juliann M. Di Fiore, Douglas E. Lake, Anna Maria Hibbs, Nelson Claure, Jiaxing Qiu, et al.

  Pediatric Research 2024 [paper]

• Cardiorespiratory Monitoring Data to Predict Respiratory Outcomes in Extremely Preterm Infants

  Namasivayam Ambalavanan, ..., Jiaxing Qiu, et al.

  American Journal of Respiratory and Critical Care Medicine 2023 [paper]

• Cardiorespiratory Signature of Neonatal Sepsis: Development and Validation of Prediction Models in 3 NICUs

  Sherry L. Kausch, Jackson G. Brandberg, Jiaxing Qiu, et al.

  Pediatric Research 2023 [paper]