Deep Generalized Canonical Correlation Analysis for Motor Fault Diagnosis - Peikun Guo; Dehong Liu; Bingnan Wang; Yebin Wang; Hiroshi Inoue; Makoto Kanemaru (IEEE Industry Applications Society Annual Meeting, IAS 2025, Taipei, Taiwan, June 15-20, 2025, 2025)

Control Co-Design for Electric Vehicles with Driving Cycle Synthesis Encoding Road Traffic and Driver Characteristics - Seho Park; Yebin Wang; Hongtao Qiao; Yusuke Sakamoto; Bingnan Wang; Dehong Liu (IEEE Conference on Control Technology and Applications, CCTA 2024, Newcastle upon Tyne, UK, August 21-23, 2024, 2024)

GSR: A Generalized Symbolic Regression Approach - Tony Tohme; Dehong Liu; Kamal Youcef-Toumi (Trans. Mach. Learn. Res., 2023)

Structured Dynamic Precision for Deep Neural Networks Quantization - Kai Huang; Bowen Li; Dongliang Xiong; Haitian Jiang; Xiaowen Jiang; Xiaolang Yan; Luc Claesen; Dehong Liu; Junjian Chen; Zhili Liu (ACM Trans. Design Autom. Electr. Syst., 2023)

Sparsity-Driven Joint Blind Deconvolution-Demodulation with Application to Motor Fault Detection - Varun A. Kelkar; Dehong Liu; Hiroshi Inoue; Makoto Kanemaru (IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023, 2023)

EMI Mitigation Using a Learning-Based Frequency Modulation Carrier in PWM Inverters - Dehong Liu; Retsu Sugawara; Shota Hanioka; Philip V. Orlik (49th Annual Conference of the IEEE Industrial Electronics Society, IECON 2023, Singapore, October 16-19, 2023, 2023)

Extended Kalman Filter-Based Predictive Maintenance of High-Voltage DC/DC Converter - Syed Rahman; Dehong Liu; Marcel Menner; Yebin Wang; Tomoki Takegami (49th Annual Conference of the IEEE Industrial Electronics Society, IECON 2023, Singapore, October 16-19, 2023, 2023)

Flexible and Dynamic Scheduling of Mixed-Criticality Systems - Xiaowen Jiang; Tianyi Sha; Dehong Liu; Junjian Chen; Chen Chen; Kai Huang (Sensors, 2022)

Fast and High-Quality Blind Multi-Spectral Image Pansharpening - Lantao Yu; Dehong Liu; Hassan Mansour; Petros T. Boufounos (IEEE Trans. Geosci. Remote. Sens., 2022)

Research on High Performance Domestic Chip Architecture Based on Digital Grid Edge Computing - Jinlong Liu; Junjian Chen; Dehong Liu; Liang Hu; Jun Li; Gang Chen; Jun Li; Ke Tang (5th International Conference on Computer Science and Software Engineering, CSSE 2022, Guilin, China, October 21-23, 2022, 2022)

GSR: A Generalized Symbolic Regression Approach - Tony Tohme; Dehong Liu; Kamal Youcef-Toumi (CoRR, 2022)

Fusion-Based Digital Image Correlation Framework for Strain Measurement - Laixi Shi; Dehong Liu; Masaki Umeda; Norihiko Hana (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2021, Toronto, ON, Canada, June 6-11, 2021, 2021)

Robust Camera Pose Estimation For Image Stitching - Laixi Shi; Dehong Liu; Jay Thornton (2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021, 2021)

Fast and High-Quality Blind Multi-Spectral Image Pansharpening - Lantao Yu; Dehong Liu; Hassan Mansour; Petros T. Boufounos (CoRR, 2021)

Blind Multi-Spectral Image Pan-Sharpening - Lantao Yu; Dehong Liu; Hassan Mansour; Petros T. Boufounos; Yanting Ma (2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020, 2020)

Inverse Multiple Scattering with Phaseless Measurements - Muhammad Asad Lodhi; Yanting Ma; Hassan Mansour; Petros T. Boufounos; Dehong Liu (2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020, 2020)

Robust Parameter Estimation of Contaminated Damped Exponentials - Youye Xie; Dehong Liu; Hassan Mansour; Petros T. Boufounos (2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020, 2020)

Graph-Based Array Signal Denoising for Perturbed Synthetic Aperture Radar - Dehong Liu; Siheng Chen; Petros T. Boufounos (IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Waikoloa, HI, USA, September 26 - October 2, 2020, 2020)

Unrolled Projected Gradient Descent for Multi-spectral Image Fusion - Suhas Lohit; Dehong Liu; Hassan Mansour; Petros T. Boufounos (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019, 2019)

Reflection Tomographic Imaging of Highly Scattering Objects Using Incremental Frequency Inversion - Ajinkya Kadu; Hassan Mansour; Petros T. Boufounos; Dehong Liu (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019, 2019)

Robust Mutual Information-Based Multi-Image Registration - Dehong Liu; Hassan Mansour; Petros T. Boufounos (2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019, Yokohama, Japan, July 28 - August 2, 2019, 2019)

SEAGLE: Sparsity-Driven Image Reconstruction Under Multiple Scattering - Hsiou-Yuan Liu; Dehong Liu; Hassan Mansour; Petros T. Boufounos; Laura Waller; Ulugbek S. Kamilov (IEEE Trans. Computational Imaging, 2018)

Sparse Blind Deconvolution for Distributed Radar Autofocus Imaging - Hassan Mansour; Dehong Liu; Ulugbek S. Kamilov; Petros T. Boufounos (IEEE Trans. Computational Imaging, 2018)

Radar Autofocus Using Sparse Blind Deconvolution - Hassan Mansour; Dehong Liu; Petros T. Boufounos; Ulugbek S. Kamilov (2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018, 2018)

Accelerated Image Reconstruction for Nonlinear Diffractive Imaging - Yanting Ma; Hassan Mansour; Dehong Liu; Petros T. Boufounos; Ulugbek S. Kamilov (2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018, 2018)

Deepcasd: An End-to-End Approach for Multi-Spectral Image Super-Resolution - Bihan Wen; Ulugbek S. Kamilov; Dehong Liu; Hassan Mansour; Petros T. Boufounos (2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018, 2018)

Robust Sensor Localization Based on Euclidean Distance Matrix - Dehong Liu; Hassan Mansour; Petros T. Boufounos; Ulugbek Kamilov (2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018, Valencia, Spain, July 22-27, 2018, 2018)

Sparse Blind Deconvolution for Distributed Radar Autofocus Imaging - Hassan Mansour; Dehong Liu; Ulugbek S. Kamilov; Petros T. Boufounos (CoRR, 2018)

Compressive imaging with iterative forward models - Hsiou-Yuan Liu; Ulugbek S. Kamilov; Dehong Liu; Hassan Mansour; Petros T. Boufounos (2017 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2017, New Orleans, LA, USA, March 5-9, 2017, 2017)

Fusion of multi-angular aerial images based on epipolar geometry and matrix completion - Yanting Ma; Dehong Liu; Hassan Mansour; Ulugbek S. Kamilov; Yuichi Taguchi; Petros T. Boufounos; Anthony Vetro (2017 IEEE International Conference on Image Processing, ICIP 2017, Beijing, China, September 17-20, 2017, 2017)

Online convolutional dictionary learning for multimodal imaging - Kévin Degraux; Ulugbek S. Kamilov; Petros T. Boufounos; Dehong Liu (2017 IEEE International Conference on Image Processing, ICIP 2017, Beijing, China, September 17-20, 2017, 2017)

SEAGLE: Sparsity-Driven Image Reconstruction under Multiple Scattering - Hsiou-Yuan Liu; Dehong Liu; Hassan Mansour; Petros T. Boufounos; Laura Waller; Ulugbek S. Kamilov (CoRR, 2017)

Online Convolutional Dictionary Learning for Multimodal Imaging - Kévin Degraux; Ulugbek S. Kamilov; Petros T. Boufounos; Dehong Liu (CoRR, 2017)

Accelerated Image Reconstruction for Nonlinear Diffractive Imaging - Yanting Ma; Hassan Mansour; Dehong Liu; Petros T. Boufounos; Ulugbek S. Kamilov (CoRR, 2017)

A Recursive Born Approach to Nonlinear Inverse Scattering - Ulugbek S. Kamilov; Dehong Liu; Hassan Mansour; Petros T. Boufounos (IEEE Signal Process. Lett., 2016)

An online tensor robust PCA algorithm for sequential 2D data - Zemin Zhang; Dehong Liu; Shuchin Aeron; Anthony Vetro (2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016, Shanghai, China, March 20-25, 2016, 2016)

Sparsity-driven radar auto-focus imaging under over-wavelength position perturbations - Dehong Liu (2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), Rio de Janerio, Brazil, July 10-13, 2016, 2016)

A Recursive Born Approach to Nonlinear Inverse Scattering - Ulugbek S. Kamilov; Dehong Liu; Hassan Mansour; Petros T. Boufounos (CoRR, 2016)

Compressive Imaging with Iterative Forward Models - Hsiou-Yuan Liu; Ulugbek S. Kamilov; Dehong Liu; Hassan Mansour; Petros T. Boufounos (CoRR, 2016)

Sparsity-driven distributed array imaging - Dehong Liu; Ulugbek S. Kamilov; Petros T. Boufounos (6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2015, Cancun, Mexico, December 13-16, 2015, 2015)

Extended target localization with total-variation denoising in through-the-wall-imaging - Hiroyuki Handa; Hassan Mansour; Dehong Liu; Ulugbek S. Kamilov (6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2015, Cancun, Mexico, December 13-16, 2015, 2015)

Compressive sensing based 3D imaging with a moving MIMO array - Dehong Liu (2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015, Milan, Italy, July 26-31, 2015, 2015)

Sparse MIMO architectures for through-the-wall imaging - Li Li; Petros T. Boufounos; Dehong Liu; Hassan Mansour; Zafer Sahinoglu (IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, SAM 2014, A Coruna, Spain, June 22-25, 2014, 2014)

Compressive sensing based 3D SAR imaging with multi-PRF baselines - Dehong Liu; Petros T. Boufounos (2014 IEEE Geoscience and Remote Sensing Symposium, IGARSS 2014, Quebec City, QC, Canada, July 13-18, 2014, 2014)

Blind multi-path elimination by sparse inversion in Through-The-Wall-Imaging - Hassan Mansour; Dehong Liu (5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2013, St. Martin, France, December 15-18, 2013, 2013)

Random steerable arrays for synthetic aperture imaging - Dehong Liu; Petros T. Boufounos (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013, 2013)

Synthetic aperture imaging using a randomly steered spotlight - Dehong Liu; Petros T. Boufounos (2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013, Melbourne, Australia, July 21-26, 2013, 2013)

Dictionary learning based pan-sharpening - Dehong Liu; Petros T. Boufounos (2012 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2012, Kyoto, Japan, March 25-30, 2012, 2012)

Pan-sharpening with multi-scale wavelet dictionary - Dehong Liu; Petros T. Boufounos (2012 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, Munich, Germany, July 22-27, 2012, 2012)

High resolution SAR imaging using random pulse timing - Dehong Liu; Petros Boufounos (2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011, Vancouver, BC, Canada, July 24-29, 2011, 2011)

Joint Analysis of Time-Evolving Binary Matrices and Associated Documents - Eric Wang; Dehong Liu; Jorge G. Silva; David B. Dunson; Lawrence Carin (Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada, 2010)

Compressive sensing for multi-static scattering analysis - Lawrence Carin; Dehong Liu; Wenbin Lin; Bin Guo (J. Comput. Phys., 2009)

Multi-task compressive sensing with Dirichlet process priors - Yuting Qi; Dehong Liu; David B. Dunson; Lawrence Carin (Machine Learning, Proceedings of the Twenty-Fifth International Conference (ICML 2008), Helsinki, Finland, June 5-9, 2008, 2008)

Electromagnetic Target Detection in Uncertain Media: Time-Reversal and Minimum-Variance Algorithms - Dehong Liu; Jeffrey L. Krolik; Lawrence Carin (IEEE Trans. Geosci. Remote. Sens., 2007)

Wideband Array Imaging of a Target Situated in an Unknown Random Media - Dehong Liu; Lawrence Carin (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2007, Honolulu, Hawaii, USA, April 15-20, 2007, 2007)

Airport detection in large aerial optical imagery - Dehong Liu; Lihan He; Lawrence Carin (2004 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2004, Montreal, Quebec, Canada, May 17-21, 2004, 2004)