| 2026 | ISCAS | A 210.6 nW FLL-based Standby Timer with Offset Compensation in 65nm CMOS for IoT Applications. | Linwei Wang, Tan Peng, Kai Xu, Chaoyun Song, Rong Zhou, Zhangming Zhu |
| 2025 | ICLR | Continual Slow-and-Fast Adaptation of Latent Neural Dynamics (CoSFan): Meta-Learning What-How & When to Adapt. | Ryan Missel, Linwei Wang |
| 2025 | MICCAI | IMREPET: Implicit Neural Representation for Unsupervised Dynamic PET Reconstruction. | Kailong Fan, Yubo Ye, Huafeng Liu, Linwei Wang |
| 2025 | MICCAI | Meta-learning Physics-Informed Neural Networks for Personalized Cardiac Modeling. | Maryam Toloubidokhti, Ryan Missel, Shichang Lian, Linwei Wang |
| 2025 | SC | ROSE: RADICAL Orchestrator for Surrogate Exploration. | Aymen Alsaadi, Tianle Wang, Andrew Park, Pradeep Bajracharya, Linwei Wang, Fanbo Sun, Sudip Seal, Vikram Jadhao, Geoffrey C. Fox, Shantenu Jha |
| 2024 | EMNLP | Self-Training Large Language and Vision Assistant for Medical Question Answering. | Guohao Sun, Can Qin, Huazhu Fu, Linwei Wang, Zhiqiang Tao |
| 2024 | ICLR | DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks. | Maryam Toloubidokhti, Yubo Ye, Ryan Missel, Xiajun Jiang, Nilesh Kumar, Ruby Shrestha, Linwei Wang |
| 2024 | MICCAI | LIBR+: Improving Intraoperative Liver Registration by Learning the Residual of Biomechanics-Based Deformable Registration. | Dingrong Wang, Soheil Azadvar, Jon S. Heiselman, Xiajun Jiang, Michael I. Miga, Linwei Wang |
| 2023 | ICLR | Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting. | Xiajun Jiang, Ryan Missel, Zhiyuan Li, Linwei Wang |
| 2023 | ICLR | Continual Unsupervised Disentangling of Self-Organizing Representations. | Zhiyuan Li, Xiajun Jiang, Ryan Missel, Prashnna Kumar Gyawali, Nilesh Kumar, Linwei Wang |
| 2023 | MICCAI | Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation. | Nilesh Kumar, Prashnna K. Gyawali, Sandesh Ghimire, Linwei Wang |
| 2023 | MICCAI | A Spatial-Temporally Adaptive PINN Framework for 3D Bi-Ventricular Electrophysiological Simulations and Parameter Inference. | Yubo Ye, Huafeng Liu, Xiajun Jiang, Maryam Toloubidokhti, Linwei Wang |
| 2022 | MICCAI | 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 |
| 2022 | MICCAI | 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 |
| 2022 | MICCAI | Neural State-Space Modeling with Latent Causal-Effect Disentanglement. | Maryam Toloubidokhti, Ryan Missel, Xiajun Jiang, Niels Otani, Linwei Wang |
| 2021 | BMVC | Latent-optimization based Disease-aware Image Editing for Medical Image Augmentation. | Aakash Saboo, Prashnna K. Gyawali, Ankit Shukla, Manoj Sharma, Neeraj Jain, Linwei Wang |
| 2021 | ETRA | Semi-Supervised Learning for Eye Image Segmentation. | Aayush Kumar Chaudhary, Prashnna K. Gyawali, Linwei Wang, Jeff B. Pelz |
| 2021 | MICCAI | 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 |
| 2020 | ICDM | Enhancing Mixup-based Semi-Supervised Learning with Explicit Lipschitz Regularization. | Prashnna Kumar Gyawali, Sandesh Ghimire, Linwei Wang |
| 2020 | ICLR | Progressive Learning and Disentanglement of Hierarchical Representations. | Zhiyuan Li, Jaideep Vitthal Murkute, Prashnna Kumar Gyawali, Linwei Wang |
| 2020 | MICCAI | Semi-supervised Medical Image Classification with Global Latent Mixing. | Prashnna Kumar Gyawali, Sandesh Ghimire, Pradeep Bajracharya, Zhiyuan Li, Linwei Wang |
| 2020 | MICCAI | Learning Geometry-Dependent and Physics-Based Inverse Image Reconstruction. | Xiajun Jiang, Sandesh Ghimire, Jwala Dhamala, Zhiyuan Li, Prashnna Kumar Gyawali, Linwei Wang |
| 2019 | ICDM | Improving Disentangled Representation Learning with the Beta Bernoulli Process. | Prashnna K. Gyawali, Zhiyuan Li, Cameron Knight, Sandesh Ghimire, B. Milan Horcek, John L. Sapp, Linwei Wang |
| 2019 | MICCAI | Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization. | Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horcek, Linwei Wang |
| 2019 | MICCAI | Semi-supervised Learning by Disentangling and Self-ensembling over Stochastic Latent Space. | Prashnna Kumar Gyawali, Zhiyuan Li, Sandesh Ghimire, Linwei Wang |
| 2018 | AAAI | Learning Disentangled Representation from 12-Lead Electrograms: Application in Localizing the Origin of Ventricular Tachycardia. | Prashnna K. Gyawali, B. Milan Horcek, John L. Sapp, Linwei Wang |
| 2018 | MICCAI | High-Dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model. | Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horcek, Linwei Wang |
| 2018 | MICCAI | Generative Modeling and Inverse Imaging of Cardiac Transmembrane Potential. | Sandesh Ghimire, Jwala Dhamala, Prashnna Kumar Gyawali, John L. Sapp, Milan Horacek, Linwei Wang |
| 2018 | PERCOM | Sensing Behaviors of Students in Online vs. Face-to-Face Lecturing Contexts. | Rebecca Medina, Daniel Carpenter, Joe Geigel, Reynold Bailey, Linwei Wang, Cecilia Ovesdotter Alm |
| 2017 | IUI | Sensor-based Methodological Observations for Studying Online Learning. | Ashley A. Edwards, Anthony Massicci, Srinivas Sridharan, Joe Geigel, Linwei Wang, Reynold J. Bailey, Cecilia Ovesdotter Alm |
| 2017 | MICCAI | A Variational Approach to Sparse Model Error Estimation in Cardiac Electrophysiological Imaging. | Sandesh Ghimire, John L. Sapp, Milan Horacek, Linwei Wang |
| 2016 | MICCAI | Spatially-Adaptive Multi-scale Optimization for Local Parameter Estimation: Application in Cardiac Electrophysiological Models. | Jwala Dhamala, John L. Sapp, Milan Horacek, Linwei Wang |
| 2015 | Interspeech | Stressed out: what speech tells us about stress. | Will Paul, Cecilia Ovesdotter Alm, Reynold J. Bailey, Joe Geigel, Linwei Wang |
| 2015 | MICCAI | Robust Transmural Electrophysiological Imaging: Integrating Sparse and Dynamic Physiological Models into ECG-Based Inference. | Jingjia Xu, John L. Sapp, Azar Rahimi Dehaghani, Fei Gao, Milan Horacek, Linwei Wang |
| 2014 | CVPR | Total-Variation Minimization on Unstructured Volumetric Mesh: Biophysical Applications on Reconstruction of 3D Ischemic Myocardium. | Jingjia Xu, Azar Rahimi Dehaghani, Fei Gao, Linwei Wang |
| 2014 | ICIP | Multiple-model Bayesian approach to volumetric imaging of cardiac current sources. | Azar Rahimi, Jingjia Xu, Linwei Wang |
| 2014 | MICCAI | Hierarchical Multiple-Model Bayesian Approach to Transmural Electrophysiological Imaging. | Azar Rahimi, Jingjia Xu, Linwei Wang |
| 2014 | MICCAI | Variational Bayesian Electrophysiological Imaging of Myocardial Infarction. | Jingjia Xu, John L. Sapp, Azar Rahimi Dehaghani, Fei Gao, Linwei Wang |
| 2013 | MICCAI | A Novel Total Variation Based Noninvasive Transmural Electrophysiological Imaging. | Jingjia Xu, Azar Rahimi Dehaghani, Fei Gao, Linwei Wang |
| 2012 | MICCAI | Strain-Based Regional Nonlinear Cardiac Material Properties Estimation from Medical Images. | Ken C. L. Wong, Jatin Relan, Linwei Wang, Maxime Sermesant, Herv Delingette, Nicholas Ayache, Pengcheng Shi |
| 2012 | MICCAI | Localization of Sparse Transmural Excitation Stimuli from Surface Mapping. | Jingjia Xu, Azar Rahimi Dehaghani, Fei Gao, Linwei Wang |
| 2011 | MICCAI | Volumetric Modeling Electromechanics of the Heart. | Hongda Mao, Linwei Wang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi |
| 2011 | MICCAI | Toward Clinically-Feasible Noninvasive Electrophysiological Imaging: Investigating the Impact of Local Anatomical Details. | Azar Rahimi, Hongda Mao, Pengcheng Shi, Linwei Wang |
| 2011 | MICCAI | Transmural Electrophysiologic and Scar Imaging on Porcine Heart with Chronic Infarction. | Linwei Wang, Fady Dawoud, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Albert C. Lardo, Pengcheng Shi |
| 2011 | MICCAI | A Comparative Study of Physiological Models on Cardiac Deformation Recovery: Effects of Biomechanical Constraints. | Ken C. L. Wong, Linwei Wang, Huafeng Liu, Pengcheng Shi |
| 2010 | ICIP | Computational complexity reduction via mode superposition: Application to biomechanics-based nonlinear cardiac deformation recovery. | Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi |
| 2010 | MICCAI | How Much Geometrical Detail Do We Need in Cardiac Electrophysiological Imaging? A Generic Heart-Torso Representation for Fast Subject-Specific Customization. | Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi |
| 2010 | MICCAI | A Statistical Physiological-Model-Constrained Framework for Computational Imaging of Subject-Specific Volumetric Cardiac Electrophysiology Using Optical Imaging and MRI Data. | Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi |
| 2010 | MICCAI | Physiological Fusion of Functional and Structural Data for Cardiac Deformation Recovery. | Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi |
| 2009 | CVPR | Noninvasive volumetric imaging of cardiac electrophysiology. | Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi |
| 2009 | ICASSP | A reduced-rank square root filtering framework for noninvasive functional imaging of volumetric cardiac electrical activity. | Linwei Wang, Heye Zhang, Ken C. L. Wong, Pengcheng Shi |
| 2009 | ICIP | Nonlinear cardiac deformation recovery from medical images. | Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi |
| 2009 | MICCAI | Noninvasive Imaging of Electrophysiological Substrates in Post Myocardial Infarction. | Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi |
| 2008 | ICIP | Dynamic structural-image-guided noninvasive volumetric cardiac electrophysiological mapping. | Linwei Wang, Ken C. L. Wong, Heye Zhang, Pengcheng Shi |
| 2008 | MICCAI | Noninvasive Functional Imaging of Volumetric Cardiac Electrical Activity: A Human Study on Myocardial Infarction. | Linwei Wang, Ken C. L. Wong, Heye Zhang, Pengcheng Shi |
| 2007 | ICIP | Joint Estimation for Nonlinear Dynamic System from FMRI Time Series. | Zhenghui Hu, Heye Zhang, Linwei Wang, Xiaolan Song, Pengcheng Shi |
| 2007 | MICCAI | Integrating Functional and Structural Images for Simultaneous Cardiac Segmentation and Deformation Recovery. | Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi |
| 2006 | MICCAI | Imaging of 3D Cardiac Electrical Activity: A Model-Based Recovery Framework. | Linwei Wang, Heye Zhang, Pengcheng Shi, Huafeng Liu |