Zhiyuan Li

According to our database, Zhiyuan Li authored at least 15 papers between 2018 and 2023.

Collaborative distances:

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

2023

Continual Unsupervised Disentangling of Self-Organizing Representations.

Zhiyuan Li, Xiajun Jiang, Ryan Missel, Prashnna Kumar Gyawali, Nilesh Kumar, Linwei Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting.

Xiajun Jiang, Ryan Missel, Zhiyuan Li, Linwei Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Distributionally Robust Optimization and Invariant Representation Learning for Addressing Subgroup Underrepresentation: Mechanisms and Limitations.

Nilesh Kumar, Ruby Shrestha, Zhiyuan Li, Linwei Wang

Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023

2022

Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators.

Maryam Toloubidokhti, Nilesh Kumar, Zhiyuan Li, Prashnna K. Gyawali, Brian Zenger, Wilson W. Good, Rob S. MacLeod, Linwei Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Few-Shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-learning.

Xiajun Jiang, Zhiyuan Li, Ryan Missel, Md Shakil Zaman, Brian Zenger, Wilson W. Good, Rob S. MacLeod, John L. Sapp, Linwei Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Label-Free Physics-Informed Image Sequence Reconstruction with Disentangled Spatial-Temporal Modeling.

Xiajun Jiang, Ryan Missel, Maryam Toloubidokhti, Zhiyuan Li, Omar Gharbia, John L. Sapp, Linwei Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

A hybrid machine learning approach to localizing the origin of ventricular tachycardia using 12-lead electrocardiograms.

Ryan Missel, Prashnna K. Gyawali, Jaideep Vitthal Murkute, Zhiyuan Li, Shijie Zhou, Amir AbdelWahab, Jason Davis, James Warren, John L. Sapp, Linwei Wang

Comput. Biol. Medicine, 2020

Learning Geometry-Dependent and Physics-Based Inverse Image Reconstruction.

Xiajun Jiang, Sandesh Ghimire, Jwala Dhamala, Zhiyuan Li, Prashnna Kumar Gyawali, Linwei Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Semi-supervised Medical Image Classification with Global Latent Mixing.

Prashnna Kumar Gyawali, Sandesh Ghimire, Pradeep Bajracharya, Zhiyuan Li, Linwei Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Progressive Learning and Disentanglement of Hierarchical Representations.

Zhiyuan Li, Jaideep Vitthal Murkute, Prashnna Kumar Gyawali, Linwei Wang

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Semi-supervised Learning by Disentangling and Self-ensembling over Stochastic Latent Space.

Prashnna Kumar Gyawali, Zhiyuan Li, Sandesh Ghimire, Linwei Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Improving Disentangled Representation Learning with the Beta Bernoulli Process.

Prashnna K. Gyawali, Zhiyuan Li, Cameron Knight, Sandesh Ghimire, B. Milan Horácek, John L. Sapp, Linwei Wang

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

Blowhole: Blowing-Activated Tags for Interactive 3D-Printed Models.

Carlos Tejada, Osamu Fujimoto, Zhiyuan Li, Daniel Ashbrook

Proceedings of the 44th Graphics Interface Conference, Toronto, Canada, May 8-11, 2018., 2018

Enabling the Fabrication of Smart Devices.

Carlos E. Tejada, Osamu Fujimoto, Zhiyuan Li, Daniel Ashbrook

Proceedings of the 6th Workshop on Interacting with Smart Objects co-located with ACM Conference on Human Factors in Computing Systems, 2018

Printy3D: in-situ tangible three-dimensional design for augmented fabrication.

Amanda K. Yung, Zhiyuan Li, Daniel Ashbrook

Proceedings of the 17th ACM Conference on Interaction Design and Children, 2018