Zongliang Ji

According to our database, Zongliang Ji authored at least 10 papers between 2019 and 2026.

Collaborative distances:

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

2026

Can we generate portable representations for clinical time series data using LLMs?

Zongliang Ji, Yifei Sun, André Amaral, Anna Goldenberg, Rahul G. Krishnan

CoRR, March, 2026

Dialogue to Question Generation for Evidence-based Medical Guideline Agent Development.

Zongliang Ji, Ziyang Zhang, Xincheng Tan, Matthew Thompson, Anna Goldenberg, Carl Yang, Rahul G. Krishnan, Fan Zhang

CoRR, March, 2026

2025

Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium.

Amin Adibi, Xu Cao, Zongliang Ji, Jivat Neet Kaur, Winston Chen, Elizabeth Healey, Brighton Nuwagira, Wenqian Ye, Geoffrey Woollard, Maxwell A. Xu, Hejie Cui, Johnny Xi, Trenton Chang, Vasiliki Bikia, Nicole Zhang, Ayush Noori, Yuan Xia, Md. Belal Hossain, Hanna A. Frank, Alina Peluso, Yuan Pu, Shannon Zejiang Shen, John Wu, Adibvafa Fallahpour, Sazan Mahbub, Ross Duncan, Yuwei Zhang, Yurui Cao, Zuheng Xu, Michael Craig, Rahul G. Krishnan, Rahmatollah Beheshti, James M. Rehg, Mohammad Ehsanul Karim, Megan Coffee, Leo Anthony Celi, Jason Alan Fries, Mohsen Sadatsafavi, Dennis L. Shung, Shannon K. McWeeney, Jessica Dafflon, Sarah Jabbour

CoRR, February, 2025

ExOSITO: Explainable Off-Policy Learning with Side Information for Intensive Care Unit Blood Test Orders.

Zongliang Ji, Andre Carlos Kajdacsy-Balla Amaral, Anna Goldenberg, Rahul G. Krishnan

Proceedings of the Conference on Health, 2025

2024

Regularized Loss With Hyperparameter Estimation for Weakly Supervised Single Class Segmentation.

Zongliang Ji, Olga Veksler

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Measurement Scheduling for ICU Patients with Offline Reinforcement Learning.

Zongliang Ji, Anna Goldenberg, Rahul G. Krishnan

CoRR, 2024

2023

Considerations for data acquisition and modeling strategies: Mitosis detection in computational pathology.

Zongliang Ji, Philip Rosenfield, Christina Eng, Sarah Bettigole, Danielle C. Gibson, Hamid Masoudi, Matthew G. Hanna, Nicolò Fusi, Kristen A. Severson

Proceedings of the Medical Imaging with Deep Learning, 2023

2021

Weakly Supervised Semantic Segmentation: From Box to Tag and Back.

Zongliang Ji, Olga Veksler

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Matrix Multiplication: Verifying Strong Uniquely Solvable Puzzles.

Matthew Anderson, Zongliang Ji, Anthony Yang Xu

Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2020, 2020

2019

Low-Cost Wireless Modular Soft Tensegrity Robots.

Jonathan Kimber, Zongliang Ji, Aikaterini Petridou, Thomas Sipple, Kentaro Barhydt, James Boggs, Luke Dosiek, John Rieffel

Proceedings of the IEEE International Conference on Soft Robotics, 2019