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Author

Xiajun Jiang

Observed name: Jiang, Xiajun
Institution: Rowan University
ORCID: 0000-0003-1075-6736
Observed ORCID: 0000-0003-1075-6736
OpenAlex ID: A5087997129
Learning to Disentangle Inter-Subject Anatomical Variations in Electrocardiographic Data
2021 · Prashnna K. Gyawali, Jaideep Vitthal Murkute, et al. · IEEE Transactions on Biomedical Engineering · 19
Improving Generalization by Learning Geometry-Dependent and Physics-Based Reconstruction of Image Sequences
2022 · Xiajun Jiang, Maryam Toloubidokhti, et al. · IEEE Transactions on Medical Imaging · 14
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Hybrid Neural State-Space Modeling for Supervised and Unsupervised Electrocardiographic Imaging
2024 · Xiajun Jiang, Ryan Missel, et al. · IEEE Transactions on Medical Imaging · 11
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Learning Geometry-Dependent and Physics-Based Inverse Image Reconstruction
2020 · Xiajun Jiang, Sandesh Ghimire, et al. · Lecture notes in computer science · 10
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Label-Free Physics-Informed Image Sequence Reconstruction with Disentangled Spatial-Temporal Modeling
2021 · Xiajun Jiang, Ryan Missel, et al. · Lecture notes in computer science · 8
A Spatial-Temporally Adaptive PINN Framework for 3D Bi-Ventricular Electrophysiological Simulations and Parameter Inference
2023 · Yubo Ye, Huafeng Liu, et al. · Lecture notes in computer science · 6
LIBR+: Improving Intraoperative Liver Registration by Learning the Residual of Biomechanics-Based Deformable Registration
2024 · Dingrong Wang, Soheil Azadvar, et al. · Lecture notes in computer science · 5
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Few-Shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-learning
2022 · Xiajun Jiang, Zhiyuan Li, et al. · Lecture notes in computer science · 4
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Deep Adaptive Electrocardiographic Imaging with Generative Forward Model for Error Reduction
2021 · Maryam Toloubidokhti, Prashnna K. Gyawali, et al. · Lecture notes in computer science · 4
HyPer-EP: Meta-Learning Hybrid Personalized Models for Cardiac Electrophysiology
2024 · Jiang, Xiajun, Vadhavkar, Sumeet, et al. · arXiv (Cornell University) · 3
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On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution
2024 · Yubo Ye, Maryam Toloubidokhti, et al. · neural information processing systems · 1
HAPI-EP: Towards Hybrid, Adaptive, and Predictive Digital Twins of Cardiac Electrophysiology
2026 · Vadhavkar, Sumeet, Jiang, Xiajun, et al. · arXiv (Cornell University)
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CoMetaPNS: Continually Meta-learning Personalized Neural Surrogates for Cardiac Electrophysiology Simulations
2026 · Missel, Ryan, Jiang, Xiajun, et al. · arXiv (Cornell University)
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Meta-iLaD: Identifiable Latent Dynamics via Meta-Learning of Dynamics Environments.
2026 · Yubo Ye, Sweekar Piya, et al. · PubMed
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Unsupervised Learning of Hybrid Latent Dynamics: A Learn-to-Identify Framework
2024 · Ye, Yubo, Vadhavkar, Sumeet, et al. · arXiv (Cornell University)
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Neural State-Space Modeling with Latent Causal-Effect Disentanglement
2022 · Maryam Toloubidokhti, Ryan Missel, et al. · Lecture notes in computer science
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基于尺寸建立个性化人体模型的方法 (Personalized Human Body Modeling Method Based on Measurements).
2017 · Yidi Gao, Xiajun Jiang, et al. · 计算机科学
Works count: 19
Citation count: 85
H-index: 6
I10-index: 4
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