| 2026 | PAKDD | Fourier Neural Operator on Implicit Points for PDE Surrogate Modeling. | Jiyan Qiu, Pengcheng Shi, Yuan Wu, Jian Zhang, Xuebin Chi |
| 2025 | CVPR | Medal S: Spatio-Textual Prompt Model for Medical Segmentation. | Pengcheng Shi, Jiawei Chen, Jiaqi Liu, Xinglin Zhang, Tao Chen, Lei Li |
| 2025 | CVPR | HeMoRa: Unsupervised Heuristic Consensus Sampling for Robust Point Cloud Registration. | Shaocheng Yan, Yiming Wang, Kaiyan Zhao, Pengcheng Shi, Zhenjun Zhao, Yongjun Zhang, Jiayuan Li |
| 2025 | ICCV | Neuroverse3D: Developing in-Context Learning Universal Model for Neuroimaging in 3D. | Jiesi Hu, Hanyang Peng, Yanwu Yang, Xutao Guo, Yang Shang, Pengcheng Shi, Chenfei Ye, Ting Ma |
| 2025 | ICCV | Turboreg: Turboclique for Robust and Efficient Point Cloud Registration. | Shaocheng Yan, Pengcheng Shi, Zhenjun Zhao, Kaixin Wang, Kuang Cao, Ji Wu, Jiayuan Li |
| 2024 | ECCV | ML-SemReg: Boosting Point Cloud Registration with Multi-level Semantic Consistency. | Shaocheng Yan, Pengcheng Shi, Jiayuan Li |
| 2024 | IJCNN | Importance-Guided Sequential Training for Physics-Informed Neural Networks. | Xin Zhang, Nanxi Chen, Jiyan Qiu, Pengcheng Shi, Xuesong Wu, Wu Yuan |
| 2024 | IROS | Hyperbolic Image-and-Pointcloud Contrastive Learning for 3D Classification. | Naiwen Hu, Haozhe Cheng, Yifan Xie, Pengcheng Shi, Jihua Zhu |
| 2024 | MICCAI | Hierarchical Semantic Learning for Multi-class Aorta Segmentation. | Pengcheng Shi |
| 2024 | MICCAI | Centerline Boundary Dice Loss for Vascular Segmentation. | Pengcheng Shi, Jiesi Hu, Yanwu Yang, Zilve Gao, Wei Liu, Ting Ma |
| 2023 | AISTATS | Knowledge Acquisition for Human-In-The-Loop Image Captioning. | Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake |
| 2023 | CVPR | Why is the Winner the Best? | Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulm, Pierre Jannin, A. Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martn-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rdsch, Jonathan Rafael-Patino, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin M. H. van Wijnen, Martin Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, Binod Bhattarai, Louise Bloch, Raphael Brngel, J. Cho, C. Choi, Qi Dou, Ivan Ezhov, Christoph M. Friedrich, C. Fuller, Rebati Raman Gaire, Adrian Galdran, lvaro Garca-Faura, Maria Grammatikopoulou, S. Hong, Mostafa Jahanifar, I. Jang, Abdolrahim Kadkhodamohammadi, I. Kang, Florian Kofler, S. Kondo, Hugo Jaco Kuijf, M. Li, M. Luu, Tomaz Martincic, Pedro Morais, Mohamed A. Naser, Bruno Oliveira, David Owen, S. Pang, J. Park, S. Park, Szymon Plotka, lodie Puybareau, Nasir M. Rajpoot, K. Ryu, Numan Saeed, Adam Shephard, Pengcheng Shi, Dejan Stepec, Ronast Subedi, Guillaume Tochon, Helena R. Torres, Hlne Urien, Joo L. Vilaa, Kareem A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, Benedikt Wiestler, Marek Wodzinski, F. Xia, J. Xie, Z. Xiong, Sen Yang, Y. Yang, Zixuan Zhao, Klaus H. Maier-Hein, Paul F. Jger, Annette Kopp-Schneider, Lena Maier-Hein |
| 2023 | KSEM | udPINNs: An Enhanced PDE Solving Algorithm Incorporating Domain of Dependence Knowledge. | Nanxi Chen, Jiyan Qiu, Pengcheng Shi, Wu Yuan, Jian Zhang |
| 2022 | AISTATS | Dual-Level Adaptive Information Filtering for Interactive Image Segmentation. | Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake |
| 2021 | AAAI | A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation. | Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne R. Haake |
| 2016 | PAKDD | An Expert-in-the-loop Paradigm for Learning Medical Image Grouping. | Xuan Guo, Qi Yu, Rui Li, Cecilia Ovesdotter Alm, Cara Calvelli, Pengcheng Shi, Anne R. Haake |
| 2014 | COLING | Towards multimodal modeling of physicians' diagnostic confidence and self-awareness using medical narratives. | Joseph Bullard, Cecilia Ovesdotter Alm, Qi Yu, Pengcheng Shi, Anne R. Haake |
| 2014 | ETRA | Infusing perceptual expertise and domain knowledge into a human-centered image retrieval system: a prototype application. | Xuan Guo, Rui Li, Cecilia Ovesdotter Alm, Qi Yu, Jeff B. Pelz, Pengcheng Shi, Anne R. Haake |
| 2014 | ETRA | Recurrence quantification analysis reveals eye-movement behavior differences between experts and novices. | Preethi Vaidyanathan, Jeff B. Pelz, Cecilia Ovesdotter Alm, Pengcheng Shi, Anne R. Haake |
| 2013 | CVPR | Image Understanding from Experts' Eyes by Modeling Perceptual Skill of Diagnostic Reasoning Processes. | Rui Li, Pengcheng Shi, Anne R. Haake |
| 2013 | Interspeech | Markers of confidence and correctness in spoken medical narratives. | Kathryn Womack, Cecilia Ovesdotter Alm, Cara Calvelli, Jeff B. Pelz, Pengcheng Shi, Anne R. Haake |
| 2013 | Interspeech | Using linguistic analysis to characterize conceptual units of thought in spoken medical narratives. | Kathryn Womack, Cecilia Ovesdotter Alm, Cara Calvelli, Jeff B. Pelz, Pengcheng Shi, Anne R. Haake |
| 2013 | MICCAI | Reinforcement Learning Based Model Selection and Parameter Estimation for Pharmacokinetic Analysis in Drug Selection. | Fei Gao, Jingjia Xu, Huafeng Liu, Pengcheng Shi |
| 2012 | ACL | Linking Uncertainty in Physicians' Narratives to Diagnostic Correctness. | Wilson McCoy, Cecilia Ovesdotter Alm, Cara Calvelli, Jeff B. Pelz, Pengcheng Shi, Anne R. Haake |
| 2012 | ACL | Disfluencies as Extra-Propositional Indicators of Cognitive Processing. | Kathryn Womack, Wilson McCoy, Cecilia Ovesdotter Alm, Cara Calvelli, Jeff B. Pelz, Pengcheng Shi, Anne R. Haake |
| 2012 | AMIA | Visualinguistic Approach to Medical Image Understanding. | Preethi Vaidyanathan, Jeff B. Pelz, Wilson McCoy, Cara Calvelli, Cecilia Ovesdotter Alm, Pengcheng Shi, Anne R. Haake |
| 2012 | CogSci | Learning Image-Derived Eye Movement Patterns to Characterize Perceptual Expertise. | Rui Li, Jeff B. Pelz, Pengcheng Shi, Anne R. Haake |
| 2012 | ETRA | Learning eye movement patterns for characterization of perceptual expertise. | Rui Li, Jeff B. Pelz, Pengcheng Shi, Cecilia Ovesdotter Alm, Anne R. Haake |
| 2012 | MICCAI | Patient-Adaptive Lesion Metabolism Analysis by Dynamic PET Images. | Fei Gao, Huafeng Liu, Pengcheng Shi |
| 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 |
| 2011 | ICIP | Pet image reconstruction: GPU-accelerated particle filter framework. | Fengchao Yu, Huafeng Liu, Pengcheng Shi |
| 2011 | MICCAI | Robust Estimation of Kinetic Parameters in Dynamic PET Imaging. | Fei Gao, Huafeng Liu, Pengcheng Shi |
| 2011 | MICCAI | Detrend-Free Hemodynamic Data Assimilation of Two-Stage Kalman Estimator. | Zhenghui Hu, Pengcheng Shi |
| 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 | A convex neighbor-constrained active contour model for image segmentation. | Hongda Mao, 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 | Efficient Robust Reconstruction of Dynamic PET Activity Maps with Radioisotope Decay Constraints. | Fei Gao, Huafeng Liu, 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 |
| 2010 | MICCAI | Recovering Cardiac Electrical Activity from Medical Image Sequence: A Model-Based Approach. | Heye Zhang, Bo Li, Pengcheng Shi, Qingmao Hu, Pheng-Ann Heng |
| 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 | CVPR | Neighbor-constrained active contours without edges. | Hongda Mao, Huafeng Liu, Pengcheng Shi |
| 2008 | CVPR | Enforcing stochastic inverse consistency in non-rigid image registration and matching. | Sai Kit Yeung, Chi-Keung Tang, Pengcheng Shi, Josien P. W. Pluim, Max A. Viergever, Albert C. S. Chung, Helen C. Shen |
| 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 | AIME | A Novel Way of Incorporating Large-Scale Knowledge into MRF Prior Model. | Yang Chen, Wufan Chen, Pengcheng Shi, Yanqiu Feng, Qianjin Feng, Qingqi Wang, Zhiyong Huang |
| 2007 | ICIP | Joint Estimation for Nonlinear Dynamic System from FMRI Time Series. | Zhenghui Hu, Heye Zhang, Linwei Wang, Xiaolan Song, Pengcheng Shi |
| 2007 | ICIP | A Fast 3-D Medical Image Registration Algorithm Based on Equivalent Meridian Plane. | Zhentai Lu, Qianjin Feng, Pengcheng Shi, Wufan Chen |
| 2007 | ICIP | Constrained Nonlinear Estimation of FMRI Hemodynamic Response Parameters. | Pengcheng Shi, Zhenghui Hu |
| 2007 | MICCAI | Nonlinear Analysis of BOLD Signal: Biophysical Modeling, Physiological States, and Functional Activation. | Zhenghui Hu, 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 | CVPR | Neighborhood Aided Implicit Active Contours. | Huafeng Liu, Yunmei Chen, Wufan Chen, Pengcheng Shi |
| 2006 | ICARCV | Interregional Functional Connectivity via Pattern Synchrony. | Zhenghui Hu, Pengcheng Shi |
| 2006 | ICIP | Complexity Analysis of fMRI Time Sequences. | Zhenghui Hu, Pengcheng Shi |
| 2006 | ICIP | State-Space Reconstruction of Pet Parametric Maps. | Huafeng Liu, Xiaona Jiang, Pengcheng Shi |
| 2006 | ICIP | Sampled-Data H-Filtering for Robust Kinematics Estimation: Applications to Biomechanics-Based Cardiac Image Analysis. | Shan Tong, Albert J. Sinusas, Pengcheng Shi |
| 2006 | ICPR | Regularity and Complexity of Human Electroencephalogram Dynamics: Applications to Diagnosis of Alzheimers Disease. | Zhenghui Hu, Pengcheng Shi |
| 2006 | ICPR | Normalization of Functional Magnetic Resonance Images by Classified Cerebrospinal Fluid Cluster. | Zhenghui Hu, Pengcheng Shi |
| 2006 | ICPR | Continuous-Discrete Filtering for Cardiac Kinematics Estimation under Spatio-Temporal Biomechanical Constrains. | Shan Tong, Albert J. Sinusas, Pengcheng Shi |
| 2006 | ICPR | Stochastic Framework for Symmetric Affine Matching between Point Sets. | Sai Kit Yeung, Pengcheng Shi |
| 2006 | MICCAI | Simultaneous Reconstruction of Tissue Attenuation and Radioactivity Maps in SPECT. | Yi Tian, Huafeng Liu, Pengcheng Shi |
| 2006 | MICCAI | Cardiac Motion Recovery: Continuous Dynamics, Discrete Measurements, and Optimal Estimation. | Shan Tong, Pengcheng Shi |
| 2006 | MICCAI | Imaging of 3D Cardiac Electrical Activity: A Model-Based Recovery Framework. | Linwei Wang, Heye Zhang, Pengcheng Shi, Huafeng Liu |
| 2006 | MICCAI | Physiome Model Based State-Space Framework for Cardiac Kinematics Recovery. | Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi |
| 2006 | MICCAI | Estimation of Cardiac Electrical Propagation from Medical Image Sequence. | Heye Zhang, Chun Lok Wong, Pengcheng Shi |
| 2005 | CVPR | Level Set Active Contours on Unstructured Point Cloud. | Hon Pong Ho, Yunmei Chen, Huafeng Liu, Pengcheng Shi |
| 2005 | ICIP | Uncertainty penalized weighted least squares framework for PET reconstruction under uncertain system models. | Huafeng Liu, Xiaona Jiang, Pengcheng Shi |
| 2005 | MICCAI | Point-Based Geometric Deformable Models for Medical Image Segmentation. | Hon Pong Ho, Yunmei Chen, Huafeng Liu, Pengcheng Shi |
| 2005 | MICCAI | Geodesic Active Contours with Adaptive Neighboring Influence. | Huafeng Liu, Yunmei Chen, Hon Pong Ho, Pengcheng Shi |
| 2005 | MICCAI | Stochastic Inverse Consistency in Medical Image Registration. | Sai Kit Yeung, Pengcheng Shi |
| 2004 | CIS | Discontinuity-Preserving Moving Least Squares Method. | Huafeng Liu, Pengcheng Shi |
| 2004 | ECCV | Robust Identification of Object Elasticity. | Huafeng Liu, Pengcheng Shi |
| 2004 | ICIP | Multiframe nonrigid motion analysis with anisotropic spatial constraints: applications to cardiac image analysis *. | Ken C. L. Wong, Huafeng Liu, Albert J. Sinusas, Pengcheng Shi |
| 2004 | ICIP | Microcalcification detection based on localized texture comparison. | Xin Yuan, Pengcheng Shi |
| 2004 | MICCAI | Cardiac Motion and Elasticity Characterization with Iterative Sequential H | Huafeng Liu, Pengcheng Shi |
| 2004 | MICCAI | Finite Deformation Guided Nonlinear Filtering for Multiframe Cardiac Motion Analysis. | Ken C. L. Wong, Pengcheng Shi |
| 2004 | MICCAI | Physics Based Contrast Marking and Inpainting Based Local Texture Comparison for Clustered Microcalcification Detection. | Xin Yuan, Pengcheng Shi |
| 2003 | CVPR | Simultaneous Estimation of Left Ventricular Motion and Material Properties with Maximum a Posteriori Strategy. | Huafeng Liu, Pengcheng Shi |
| 2003 | ICASSP | Cardiac motion and material properties analysis using data confidence weighted extended Kalman filter framework. | Huafeng Liu, Lung Ngong Wong, Pengcheng Shi |
| 2003 | ICCV | Meshfree Particle Method. | Huafeng Liu, Pengcheng Shi |
| 2003 | ICIP | H | Edward W. B. Lo, Huafeng Liu, Pengcheng Shi |
| 2003 | MICCAI | Boundary Finding with Curve Embedding Potential Field. | Gary H. P. Ho, Pengcheng Shi |
| 2002 | MICCAI | Stochastic Finite Element Framework for Cardiac Kinematics Function and Material Property Analysis. | Pengcheng Shi, Huafeng Liu |
| 2002 | MVA | Peg-Free Hand Geometry Recognition Using Hierarchical Geomrtry and Shape Matching. | Alexandra L. N. Wong, Pengcheng Shi |
| 2002 | WACV | Segmentation of Myocardium Using Velocity Field Constrained Front Propagation. | Alexandra L. N. Wong, Huafeng Liu, Pengcheng Shi |
| 1995 | ICCV | A Model-Based Integrated Approach to Track Myocardial Deformation Using Displacement and Velocity Constraints. | Pengcheng Shi, Glynn P. Robinson, R. Todd Constable, Albert J. Sinusas, James S. Duncan |