| 2026 | AAAI | ReCast: Reliability-aware Codebook-assisted Lightweight Time Series Forecasting. | Xiang Ma, Taihua Chen, Pengcheng Wang, Xuemei Li, Caiming Zhang |
| 2026 | AAAI | Aligning the True Semantics: Constrained Decoupling and Distribution Sampling for Cross-Modal Alignment. | Xiang Ma, Lexin Fang, Litian Xu, Caiming Zhang |
| 2025 | CVPR | Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation. | Lexin Fang, Yunyang Xu, Xiang Ma, Xuemei Li, Caiming Zhang |
| 2024 | AAAI | U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting. | Xiang Ma, Xuemei Li, Lexin Fang, Tianlong Zhao, Caiming Zhang |
| 2023 | ICONIP | Time-Series Forecasting Through Contrastive Learning with a Two-Dimensional Self-attention Mechanism. | Linling Jiang, Fan Zhang, Mingli Zhang, Caiming Zhang |
| 2021 | MICCAI | Context-Aware Virtual Adversarial Training for Anatomically-Plausible Segmentation. | Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers |
| 2019 | MICCAI | Modeling and Analysis Brain Development via Discriminative Dictionary Learning. | Mingli Zhang, Yuhong Guo, Caiming Zhang, Jean-Baptiste Poline, Alan C. Evans |
| 2018 | MICCAI | Brain Status Prediction with Non-negative Projective Dictionary Learning. | Mingli Zhang, Christian Desrosiers, Yuhong Guo, Caiming Zhang, Budhachandra S. Khundrakpam, Alan C. Evans |
| 2017 | ICASSP | Effective compressive sensing via reweighted total variation and weighted nuclear norm regularization. | Mingli Zhang, Christian Desrosiers, Caiming Zhang |
| 2017 | ICIP | Superpixel-based image inpainting with simple user guidance. | Xin Zhang, Bernd Hamann, Xiao Pan, Caiming Zhang |
| 2016 | DASC | Weakly-Supervised Classification of Pulmonary Nodules Based on Shape Characters. | Jingqi Song, Hui Liu, Fenghuan Geng, Caiming Zhang |
| 2016 | ICASSP | 3D panorama reconstruction based on sitemap joining. | Huixuan Wang, Yanwen Guo, Minh N. Do, Caiming Zhang, Changhe Tu |
| 2016 | ICASSP | Medical image super-resolution with non-local embedding sparse representation and improved IBP. | Mingli Zhang, Christian Desrosiers, Qiang Qu, Fenghua Guo, Caiming Zhang |
| 2015 | ICIP | Effective document image deblurring via gradient histogram preservation. | Mingli Zhang, Christian Desrosiers, Caiming Zhang, Mohamed Cheriet |
| 2015 | PG | Superpixels Generation of RGB-D Images Based on Geodesic Distance. | Xiao Pan, Yuanfeng Zhou, Shuwei Liu, Caiming Zhang |
| 2014 | ACCV | Image Interpolation Based on Weighted and Blended Rational Function. | Yifang Liu, Yunfeng Zhang, Qiang Guo, Caiming Zhang |
| 2014 | ICIP | Fast and robust image segmentation using an superpixel based FCM algorithm. | Shixiang Jia, Caiming Zhang |
| 2014 | ICIP | Flooding based superpixels generation with color, compactness and smoothness constraints. | Xiao Pan, Yuanfeng Zhou, Caiming Zhang, Qian Liu |
| 2014 | ICPR | A Nonlocal Filter-Based Hybrid Strategy for Depth Map Enhancement. | Li Li, Caiming Zhang |
| 2014 | ICPR | Surface Interpolation to Image with Edge Preserving. | Ling Zhang, Caiming Zhang, Yuanfeng Zhou, Xuemei Li |
| 2014 | SGP | Construction of G3 Conic Spline Interpolation. | Long Ma, Caiming Zhang |
| 2013 | ICIP | Cubic surface fitting to image with edges as constraints. | Caiming Zhang, Xin Zhang, Xuemei Li, Fuhua Cheng |
| 2013 | ICIP | A fast anti-noise fuzzy C-means algorithm for image segmentation. | Fuhua Zheng, Caiming Zhang, Xiaofeng Zhang, Yi Liu |
| 2012 | ISVC | Surface Construction with Fewer Patches. | Weitao Li, Yuanfeng Zhou, Li Zhong, Xuemei Li, Caiming Zhang |
| 2012 | ISVC | Segmentation of Brain Tumors in CT Images Using Level Sets. | ZhenWen Wei, Caiming Zhang, Xingqiang Yang, Xiaofeng Zhang |
| 2010 | AVSS | Occlusion-Aided Weights for Local Stereo Matching. | Wei Wang, Caiming Zhang, Xia Hu, Weitao Li |
| 2010 | GMP | Selecting Knots Locally for Curve Interpolation with Quadratic Precision. | Caiming Zhang, Wenping Wang, Jiaye Wang, Xuemei Li |
| 2009 | ICCS | A New Algorithm for Image Resizing Based on Bivariate Rational Interpolation. | Shanshan Gao, Caiming Zhang, Yunfeng Zhang |
| 2008 | ICNC | Kernel Function Clustering Based on Ant Colony Algorithm. | Jinjiang Li, Hui Fan, Da Yuan, Caiming Zhang |
| 2008 | ISVC | Medical Image Zooming Algorithm Based on Bivariate Rational Interpolation. | Shanshan Gao, Caiming Zhang, Yunfeng Zhang, Yuanfeng Zhou |
| 2007 | CSCWD | Sketching Interfaces for Remote Collaboration. | Fenghua Guo, Caiming Zhang, Li-zhen Cui |
| 2007 | ICCS | Determining Knots with Quadratic Polynomial Precision. | Caiming Zhang, Ji Xiuhua, Liu Hui |
| 2007 | ICCS | Parameterization of Quadrilateral Meshes. | Li Liu, Caiming Zhang, Frank Cheng |
| 2006 | ISVC | Interpolation by Piecewise Quadric Polynomial to Scattered Data Points. | Shanshan Gao, Caiming Zhang, Li Zhong |
| 2006 | ISVC | A New Method for Approximating Optimal Parameterization of Polynomial Curves. | Fenghua Guo, Caiming Zhang |
| 2006 | ISVC | GLOBAL Topology Preservation in Isosurface Extraction of Volumetric Data. | Xingqiang Yang, Caiming Zhang |
| 2006 | PRICAI | Neural Classification of Lung Sounds Using Wavelet Packet Coefficients Energy. | Yi Liu, Caiming Zhang, Yuhua Peng |
| 2004 | GMP | Knot Choosing by Accommodating the First Derivative Constraint. | Caiming Zhang, Fuhua Cheng |
| 2000 | GMP | Constrained C1 Piecewise Bicubic Bzier Surface Interpolation. | Caiming Zhang, Fuhua Cheng, Brian A. Barsky |
| 2000 | GMP | Constrained Shape Scaling of Multi-Surface Objects. | Pifu Zhang, Caiming Zhang, Fuhua Cheng |