| 2025 | BIBE | VerSe Data Augmentation Enables per Vertebral Body Instance Segmentation in HSCT Patient Scans. | Lucas J. Powers, Reza Babaei, Elnaz Aghdaei, Joseph P. Havlicek, Samuel Cheng, Shangqing Zhao, Christopher G. Kanakry, Peter L. Choyke, Sara K. Vesely, Jennifer Holter Chakrabarty, Kirsten M. Williams |
| 2025 | CISS | EADR: Entropy Adjusted Dynamic Routing Capsule Networks. | Reza Babaei, Huong Pham, Samuel Cheng, Shangqing Zhao |
| 2025 | ICANN | Neural QSLIM for Mesh Autoencoders. | Haoliang Zhang, Xintong Li, Jonghoon Kim, Samuel Cheng, Christian El Amm |
| 2023 | AAAI | Bayesian Federated Neural Matching That Completes Full Information. | Peng Xiao, Samuel Cheng |
| 2022 | ACML | Probabilistic Fusion of Neural Networks that Incorporates Global Information. | Peng Xiao, Biao Zhang, Samuel Cheng, Ke Wei, Shuqin Zhang |
| 2020 | DCC | Depth-First Decoding of Distributed Arithmetic Codes for Uniform Binary Sources. | Bowei Shan, Yong Fang, Vladimir Stankovic, Samuel Cheng, En-Hui Yang |
| 2016 | DCC | The Rate Loss in Binary Source Coding with Decoder Side Information. | Andrei Sechelea, Adrian Munteanu, Samuel Cheng, Nikos Deligiannis |
| 2016 | ISM | Text Search: Towards Fast Text Localization in Scene Images. | Lei Yang, Samuel Cheng, Pramode K. Verma, Shuang Wang |
| 2013 | ACSSC | Introducing diversity to Normalized Cross Correlation for dense image registration. | Nafise Barzigar, Aminmohammad Roozgard, Pramode K. Verma, Samuel Cheng |
| 2013 | ACSSC | 3D medical image denoising using 3D block matching and low-rank matrix completion. | Aminmohammad Roozgard, Nafise Barzigar, Pramode K. Verma, Samuel Cheng |
| 2013 | DCC | Multiterminal Source Coding for Many Sensors with Entropy Coding and Gaussian Process Regression. | Samuel Cheng |
| 2013 | DCC | Compression of Distributed Correlated Temperature Data in Sensor Networks. | Feng Chen, Marcin Rutkowski, Christopher Fenner, Robert C. Huck, Shuang Wang, Samuel Cheng |
| 2013 | DCC | Genome Sequence Compression with Distributed Source Coding. | Shuang Wang, Xiaoqian Jiang, Lijuan Cui, Wenrui Dai, Nikos Deligiannis, Pinghao Li, Hongkai Xiong, Samuel Cheng, Lucila Ohno-Machado |
| 2012 | ACSSC | A robust super resolution method for video. | Nafise Barzigar, Aminmohammad Roozgard, Samuel Cheng, Pramode K. Verma |
| 2012 | ACSSC | An efficient video denoising method using decomposition approach for low-rank matrix completion. | Nafise Barzigar, Aminmohammad Roozgard, Samuel Cheng, Pramode K. Verma |
| 2012 | ACSSC | HVS based dictionary learning for scalable sparse image representation. | Bojana Begovic, Vladimir Stankovic, Lina Stankovic, Samuel Cheng |
| 2012 | GLOBECOM | Online SNR statistic estimation for LDPC decoding over AWGN channel using laplace propagation. | Lijuan Cui, Shuang Wang, Samuel Cheng |
| 2012 | ICASSP | Distributed compression for condition monitoring of wind farms. | Shuang Wang, Samuel Cheng, Vladimir Stankovic, Lina Stankovic |
| 2011 | GLOBECOM | Noise Adaptive LDPC Decoding Using Expectation Propagation. | Shuang Wang, Lijuan Cui, Samuel Cheng |
| 2011 | ICASSP | Correlation estimation with particle-based belief propagation for distributed video coding. | Lina Stankovic, Vladimir Stankovic, Shuang Wang, Samuel Cheng |
| 2011 | ICIP | Scalable compressive video. | Vladimir Stankovic, Lina Stankovic, Samuel Cheng |
| 2011 | ICIP | Distributed compression: Overview of current and emerging multimedia applications. | Lina Stankovic, Vladimir Stankovic, Samuel Cheng |
| 2011 | ICIP | Onboard low-complexity compression of solar images. | Shuang Wang, Lijuan Cui, Samuel Cheng, Lina Stankovic, Vladimir Stankovic |
| 2010 | DCC | The Non-existence of Length-5 Perfect Slepian-Wolf Codes of Three Sources. | Samuel Cheng, Rick Ma |
| 2010 | GLOBECOM | Adaptive Distributed Source Coding over Erasure Channels Using Particle-Based Belief Propagation. | Lijuan Cui, Shuang Wang, Samuel Cheng |
| 2010 | GLOBECOM | Adaptive Wyner-Ziv Decoding Using Particle-Based Belief Propagation. | Shuang Wang, Lijuan Cui, Samuel Cheng |
| 2010 | ICASSP | Adaptive nonasymmetric Slepian-Wolf decoding using particle filtering based belief propagation. | Samuel Cheng, Shuang Wang, Lijuan Cui |
| 2010 | ICIP | Interactive segmentation of medical images using belief propagation with level sets. | Yingxuan Zhu, Samuel Cheng, Amrit L. Goel |
| 2010 | ICIP | Dual Range Deringing for non-blind image deconvolution. | Le Zou, Howard Zhou, Samuel Cheng, Chuan He |
| 2010 | ISIT | Hamming coding for Multiple Sources. | Rick Ma, Samuel Cheng |
| 2009 | CISS | Non-asymmetric Slepian-Wolf decoding using belief propagation. | Samuel Cheng |
| 2009 | CISS | Noise adaptive LDPC decoding using particle filter. | Lijuan Cui, Shuang Wang, Samuel Cheng, Qiang Wu |
| 2009 | ICASSP | Improved sift-based image registration using belief propagation. | Samuel Cheng, Vladimir Stankovic, Lina Stankovic |
| 2009 | ICIP | Optical imaging with scanning MEMS mirror - A single photodetector approach. | Li Li, Mohammad Mirza, Vladimir Stankovic, Lijie Li, Lina Stankovic, Deepak Uttamchandani, Samuel Cheng |
| 2009 | ICIP | Compressive image sampling with side information. | Vladimir Stankovic, Lina Stankovic, Samuel Cheng |
| 2008 | ACSSC | A parallel decoding algorithm of LDPC codes using CUDA. | Shuang Wang, Samuel Cheng, Qiang Wu |
| 2008 | AICCSA | Cumulative intelligence gathering for smart vehicles. | Samuel Cheng, Lina Stankovic, Vladimir Stankovic, Hazem H. Refai |
| 2008 | ISVC | Braille Document Parameters Estimation for Optical Character Recognition. | Zhenfei Tai, Samuel Cheng, Pramode K. Verma |
| 2007 | ICASSP | Facial Feature Extraction from Range Images using a 3D Morphable Model. | Le Zou, Samuel Cheng, Zixiang Xiong, Mi Lu, Kenneth R. Castleman |
| 2007 | ICIP | Two-Way Video Communication Based on Network Coding. | Vladimir Stankovic, Lina Fagoonee, Abdi Moinian, Samuel Cheng |
| 2006 | ICIP | Extended Depth-of-Field Microscope Imaging: MPP Image Fusion VS. WAVEFRONT CODING. | Samuel Cheng, Hyohoon Choi, Qiang Wu, Kenneth R. Castleman |
| 2005 | ICIP | Non-ubiquitous digital watermarking for record indexing and integrity protection of medical images. | Samuel Cheng, Qiang Wu, Kenneth R. Castleman |
| 2004 | DCC | Successive Refinement for the Wyner-Ziv Problem and Layered Code Design. | Samuel Cheng, Zixiang Xiong |
| 2004 | DCC | Slepian-Wolf Coded Nested Quantization (SWC-NQ) for Wyner-Ziv Coding: Performance Analysis and Code Design. | Zhixin Liu, Samuel Cheng, Angelos D. Liveris, Zixiang Xiong |
| 2004 | ITW | Channel symmetry in Slepian-Wolf code design based on LDPC codes with application to the quadratic Gaussian Wyner-Ziv problem. | Samuel Cheng, Zixiang Xiong |
| 2004 | ITW | Source-channel coding for algebraic multiterminal binning. | Zixiang Xiong, Vladimir Stankovic, Samuel Cheng, Angelos D. Liveris, Yong Sun |
| 2002 | ICASSP | Enhanced spread spectrum watermarking of MPEG-2 AAC audio. | Samuel Cheng, Heather Yu, Zixiang Xiong |