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Xinming Huang
 

Dean's Excellence Professor

Joseph Samuel Satin Distinguished Fellow

Department of Electrical and Computer Engineering

Worcester Polytechnic Institute

100 Institute Road

Worcester, MA 01609-2280
 

Office:   Atwater Kent 303

E-mail:  xhuang AT wpi.edu

URL:     https://users.wpi.edu/~xhuang

            Google Scholar

Research Bio


I am a professor of Electrical and Computer Engineering, Computer Science, Data Science, and Robotics Engineering at WPI. I received a PhD degree from Virginia Tech. Before joining WPI, I was a member of technical staff at the Bell Labs. In addition, I was a faculty partner at IBM, a visiting professor at Brown University, and a catalyst fellow at MIT.

My current research is focused on smart health, autonomous driving, computer vision, and machine learning.

Recent News

Awards

Ph.D. Advisees

Journal Publications

  1. M Elhousni, Z Zhang, X Huang, LiDAR-OSM-Based Vehicle Localization in GPS-Denied Environments by Using Constrained Particle Filter, Sensors, vol. 22, no. 5206, pp. 1-16, 2022.

  2. X Zhang, X Huang, Real-Time Fast Channel Clustering for LiDAR Point Cloud, IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, no. 10, pp. 4103-4107, 2022.

  3. L Bai, Y Zhao, X Huang, Enabling 3-D Object Detection With a Low-Resolution LiDAR, IEEE Embedded Systems Letters, vol. 14, no. 4, pp. 163-166, 2022.

  4. Z Zhu, J Li, WJ Boyd, C Martinez-Luna, C Dai, H Wang, H Wang, X Huang, E Clancy, Myoelectric Control Performance of Two Degree of Freedom Hand-Wrist Prosthesis by Able-Bodied and Limb-Absent Subjects, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 30, pp. 893-904, 2022.

  5. Ming Li, Jun Liu, Ce Zheng, Xinming Huang, Ziming Zhang, Exploiting Multi-view Part-wise Correlation via an Efficient Transformer for Vehicle Re-Identification, IEEE Transactions on Multimedia, Early Access, 2021. DOI: 10.1109/TMM.2021.3134839

  6. Yiming Zhao, Mahdi Elhousni, Ziming Zhang, Xinming Huang, Distance Transform Pooling Neural Network for LiDAR Depth Completion, IEEE Transactions on Neural Networks and Learning Systems, Early Access, 2021. DOI: 10.1109/TNNLS.2021.3129801

  7. Yecheng Lyu, Xinming Huang, Ziming Zhang, Revisiting 2D Convolutional Neural Networks for Graph-based Applications, IEEE Transactions on Pattern Analysis and Machine Intelligence, Early Access, 2021.

  8. Mahdi Elhousni, Ziming Zhang, Xinming Huang, Height Prediction and Refinement From Aerial Images With Semantic and Geometric Guidance, IEEE Access, vol. 9, pp. 145638-145647, 2021.

  9. Mingda Zhou, Zhe Feng, Xinming Huang, Youjian Eugene Liu, Maximum A Posteriori Probability (MAP) Joint Fine Frequency Offset and Channel Estimation for MIMO Systems with Channels of Arbitrary Correlation, IEEE Transactions on Signal Processing, vol. 69, pp. 4357-4370, 2021.

  10. Yiming Zhao, Lin Bai, Ziming Zhang, Xinming Huang, A Surface Geometry Model for LiDAR Depth Completion, IEEE Robotics and Automation Letters, vol. 6, no. 3, pp. 4457-4464, 2021.

  11. Lin Bai, Yecheng Lyu, Xinming Huang, RoadNet-RT: High Throughput CNN Architecture and SoC Design for Real-Time Road Segmentation, IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 68, no. 2, pp. 704-714, 2021.

  12. He Wang, Kiriaki J. Rajotte, Haopeng Wang, Chenyun Dai, Ziling Zhu, Xinming Huang, Edward A. Clancy, Simplified Optimal Estimation of Time-Varying Electromyogram Standard Deviation (EMGs): Evaluation on Two Datasets, Sensors, 21(15): 5165, 2021.

  13. Lin Bai, Yiming Zhao, Mahdi Elhousni, Xinming Huang, DepthNet: Real-Time LiDAR Point CloudDepth Completion for AutonomousVehicles, IEEE Access, vol. 8, pp. 227825-227833, 2020.

  14. Zhilu Chen, Lening Li, Xinming Huang, Building an Autonomous Lane Keeping Simulator Using Real-World Data and End-to-End Learning, IEEE Intelligent Transportation Systems Magazine, vol. 12, no. 1, pp. 47-59, 2020.

  15. Z. Zhu, C. Martinez-Luna, J. Li, B. E. McDonald, C. Dai, X. Huang, T. R. Farrell, E. A. Clancy, EMG-Force and EMG-Target Models During Force-Varying Bilateral Hand-Wrist Contraction in Able-Bodied and Limb-Absent Subjects, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 28, no. 12, pp. 3040-3050, 2020.

  16. Zhilu Chen, Xinming Huang, Pedestrian Detection for Autonomous Vehicle Using Multi-spectral Cameras, IEEE Transactions on Intelligent Vehicles, vol. 4, no. 2, pp. 211-219, 2019.

  17. Yuteng Zhou, Yecheng Lyu, and Xinming Huang, RoadNet: an 80mW Hardware Accelerator for Road Detection, IEEE Embedded Systems Letter, vol. 11, no. 1, pp. 21-24, 2019.

  18. Yiming Zhao, Lin Bai, Yecheng Lyu, Xinming Huang, Camera-Based Blind Spot Detection with a General Purpose Lightweight Neural Network, Electronics, 8(2), 233, 2019.

  19. Haopeng Wang, Kiriaki J Rajotte, He Wang, Chenyun Dai, Ziling Zhu, Moinuddin Bhuiyan, Xinming Huang, Edward A Clancy, Optimal Estimation of EMG Standard Deviation (EMGs) in Additive Measurement Noise: Model-Based Derivations and their Implications, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 27, no. 12, pp. 2328-2335, 2019.

  20. Mingda Zhou, Xinming Huang, Zhe Feng, Youjian Liu, Coarse Frequency Offset Estimation in MIMO Systems Using Neural Networks: A Solution With Higher Compatibility, IEEE Access, vol. 7, pp. 121565-121573, 2019.

  21. Yecheng Lyu, Lin Bai, Xinming Huang, ChipNet: Real-Time LiDAR Processing for Drivable Region Segmentation on an FPGA, IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 66, no. 5, pp. 1779-1779, 2018.

  22. Lin Bai, Yiming Zhao, Xinming Huang, A CNN Accelerator on FPGA using Depthwise Separable Convolution, IEEE Transactions on Circuits and Systems II, vol. 65, no. 10, pp. 1415-1419, 2018.

  23. James L Kingsley, Jeffrey P Bibeau, S Iman Mousavi, Cem Unsal, Zhilu Chen, Xinming Huang, Luis Vidali, Erkan Tüzel, Characterization of Cell Boundary and Confocal Effects Improves Quantitative FRAP Analysis, Biophysical Journal, vol. 114, no. 5, pp. 1153-1164, 2018.

  24. Zhilu Chen, Xinming Huang, Accurate and Reliable Detection of Traffic Lights Using Multi-Class Learning and Multi-Object Tracking, IEEE Intelligent Transportation Systems Magazine, vol. 8, no. 4, pp. 28-42, 2016.

  25. Xinming Huang, Wei Wang, A Novel and Efficient Design for RSA Cryptosystem with Very Large Key Size, IEEE Transactions on Circuits and Systems II, vol.62, no.10, pp. 972-976, 2015.

  26. Wei Wang, Yin Hu, Laingmu Chen, Xinming Huang, Berk Sunar, Exploring the Feasibility of Fully Homomorphic Encryption, IEEE Transactions on Computer, vol. 64, no. 3, pp. 698 – 706, 2015.

  27. Abdelnaser Rashwan, Honggang Wang, Dalei Wu, Xinming Huang, Security–quality aware routing for wireless multimedia sensor networks using secret sharing, Security and Communication Networks, vol. 8, no. 16, pp. 2798–2812, 2015.

  28. Xinming Huang, Xiangwei Zhu, Gang Ou, Constant-envelope dual QPSK-like modulation and its generalised form for modern GNSS signals, Electronics Letters, vol. 51, no. 2, pp. 175-177, 2015.

  29. Wenxuan Guo, Xinming Huang, Multicast Communications in Cognitive Radio Networks Using Directional Antennas, Wireless Communications and Mobile Computing, vol. 15, no. 2, pp. 260–275, 2015.

  30. Wei Wang, Xinming Huang, Niall Emmart, Charles Weem, VLSI Design of a Large Number Multiplier for Fully Homomorphic Encryption, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 22, no. 9, pp. 1879-1887, 2014.

  31. Yanjie Peng, Xinming Huang, Andrew Klein, Kai Zhang, Design and Implementation of A Low-Complexity Symbol Detector for Sparse Channels, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 21, no. 8, pp. 1506-1515, 2013.

  32. Wenxuan Guo, Xinming Huang, Distributed Cross-Layer Optimization for WRAN-Based Cognitive Radio Networks, Wireless Communications and Mobile Computing, vol. 13, no. 9, pp. 884-896, 2013.

  33. Alexander M. Wyglinski, Xinming Huang, Taskin Padir, Lifeng Lai, Thomas Eisenbarth, Krishna Venkatasubramanian, Security of Autonomous Systems Employing Embedded Computing and Sensors, IEEE Micro, vol. 33, no. 1, pp. 80-86, 2013.

  34. Jinjin He, Huaping Liu, Zhongfeng Wang, Xinming Huang, Kai Zhang, High-speed low-power Viterbi decoder design for TCM decoders, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 20, no. 4, pp.755-759, 2012.

  35. Kai Zhang, Xinming Huang, Zhongfeng Wang, A High-Throughput LDPC Decoder Architecture with Rate Compatibility, IEEE Transactions on Circuits and Systems-I: Regular Papers, vol. 58, no. 4, pp. 839-847, 2011.

  36. Wenxuan Guo, Xinming Huang, Achieving Capacity Fairness for Wireless Mesh Networks, Wireless Communications and Mobile Computing, vol. 11, no. 5, pp. 632-643, 2011.

  37. Yanjie Peng, Andrew G. Klein, Xinming Huang, Detector Design and Complexity Analysis for Cooperative Communications in Intersymbol Interference Fading Channels, ISRN Communications and Networking, vol. 2011, pp. 1-9, 2011.

  38. Wenxuan Guo, Xinming Huang, Youjian Liu, Dynamic Relay Deployment for Disaster Area Wireless Networks, Wireless Communications and Mobile Computing, vol. 10, no. 9, pp. 1238–1252, 2010.

  39. Kai Zhang, Xinming Huang, Zhongfeng Wang, A Dual-Rate LDPC Decoder for China Multimedia Mobile Broadcasting Systems, IEEE Transactions on Consumer Electronics, vol. 56, no. 2, pp. 399-407, 2010.

  40. Cao Liang, Xinming Huang, Mapping Parallel FFT Algorithm onto SmartCell Coarse-Grained Reconfigurable Architecture, IEICE Transactions on Electronics, vol. E93-C, no. 3, pp. 407-415, 2010.

  41. Yong-Eun Kim, Kyung-Ju Cho, Jin-Gyun Chung, Xinming Huang, CSD-Based Programmable Multiplier Design for Predetermined Coefficient Groups, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol. E93–A, no. 1, pp. 324-326, 2010.

  42. Zhongfeng Wang, Xinming Huang, High-Speed VLSI Architectures for Turbo Decoders, VLSI, Book ISBN 978-953-307-049-0, 2010.

  43. Yong-Eun Kim, Kyung-Ju Cho, Jin-Gyun Chung, Xinming Huang, Fixed-Width Group CSD Multiplier Design, IEICE Transactions on Information and Systems, vol. E93-D, no. 6, p. 1497-1503, 2010.

  44. Yi-Nan Xu, Yong-Eun Kim, Kyung-Ju Cho, Jin-Gyun Chung, Xinming Huang, Implementation of FlexRay CC and BG Protocols with Application to a Robot System, International Journal of Computer Aided Engineering and Technology, vol. 2, no. 1, pp. 112–122, 2010.

  45. Wenxuan Guo, Xinming Huang, On Coverage and Capacity for Disaster Area Wireless Networks Using Mobile Relays, EURASIP Journal on Wireless Communications and Networking, vol. 2009, pp. 1-17, 2009.

  46. Cao Liang, Xinming Huang, SmartCell: An Energy Efficient Coarse-Grained Reconfigurable Architecture for Stream-Based Applications, EURASIP Journal on Embedded Systems, vol. 2009, 15 pages, DOI:10.1155/2009/518659, 2009.

  47. An Liu, Xinming Huang, Youjian Liu, Haige Xiang, Wu Luo, Capacity Bounds of MIMO Channels with Asymmetric Channel State Information at Transmitter, IEEE Communications Letter, vol. 13, no. 8, pp. 564-566, 2009.

  48. Kai Zhang, Xinming Huang, Zhongfeng Wang, High-Throughput Layered Decoder Implementation for Quasi-Cyclic LDPC Codes, IEEE Journal on Selected Areas in Communications, vol. 27, no. 6,pp. 985-994, 2009.

  49. Wenxuan Guo, Xinming Huang, Wenjing Lou, Cao Liang, On Relay Node Placement and Assignment for Two-tiered Wireless Networks, Mobile Networks and Applications, vol. 13, pp. 186-197, 2008.

  50. Xinming Huang, Jing Ma, Cao Liang, System Architecture and Implementation of MIMO Sphere Decoders on FPGA, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 16, no. 2, pp. 188-197, 2008.

  51. Xinming Huang, William T. Baumann, Reduced-order modeling of dynamic heat release for thermoacoustic instability prediction, Combustion Science and Technology, vol. 179, no. 3, pp. 617-636, 2007.

  52. Xin-Ming Huang, Jing Ma, Optimal Distance Geographic Routing for Energy Efficient Wireless Sensor Networks, International Journal of Ad Hoc and Ubiquitous Computing, vol. 1, no. 4, pp. 203-209, 2006.

  53. Jing Ma, Peter M. Athanas, Xinming Huang, Incremental Design Methodology for Multimillion-Gate FPGAs, Journal of Circuits, Systems and Computers, vol. 14, no. 5, pp. 1015-1026, 2005.


Conference Publications

  1. Yiming Zhao, Xiao Zhang, Xinming Huang, A Divide-and-Merge Point Cloud Clustering Algorithm for LiDAR Panoptic Segmentation, IEEE International Conference on Robotics and Automation (ICRA) , 2022.

  2. Yecheng Lyu, Xinming Huang, Ziming Zhang, EllipsoidNet: Ellipsoid Representation for Point Cloud Classification and Segmentation, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022.

  3. Ming Li, Xinming Huang, Ziming Zhang, Self-Supervised Geometric Features Discovery via Interpretable Attention for Vehicle Re-Identification and Beyond, IEEE/CVF International Conference on Computer Vision (ICCV), pp. 194-204, 2021.

  4. Yiming Zhao, Xiao Zhang, Xinming Huang, A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation, IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, pp. 2464-2473, 2021.

  5. Yiming Zhao, Lin Bai, Xinming Huang, FIDNet: LiDAR Point Cloud Semantic Segmentation with Fully Interpolation Decoding, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2021.

  6. Yiming Zhao, Xinming Huang, Ziming Zhang, Deep Lucas-Kanade Homography for Multimodal Image Alignment, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

  7. Yecheng Lyu, Ming Li, Xinming Huang, Ziming Zhang, TreeRNN: Topology-Preserving Deep Graph Embedding and Learning, International Conference on Pattern Recognition (ICPR), 2021.

  8. Yecheng Lyu, Xinming Huang, Ziming Zhang, Learning to Segment 3D Point Clouds in 2D Image Space, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 12255-12264, 2020.

  9. Mahdi Elhousni, Yecheng Lyu, Ziming Zhang, Xinming Huang, Automatic Building and Labeling of HD Maps with Deep Learning, AAAI Conference on Artificial Intelligence (AAAI), pp. 13255-13260, 2020.

  10. Berj L. Bardakjian et al., Efficiently Training Two-DoF Hand-Wrist EMG-Force Models, Int. Conf. of the IEEE Engineering in Medicine & Biology Society (EMBC), 369-373, 2020.

  11. Kiriaki J. Rajotte et al., Simplified Optimal Estimation of Time-Varying Electromyogram Standard Deviation, Int. Conf. of the IEEE Engineering in Medicine & Biology Society (EMBC), 3122-3125, 2020.

  12. Berj L. Bardakjian et al., Estimating Individual and Combined Fingertip Forces From Forearm EMG During Constant-Pose, Force-Varying Tasks, Int. Conf. of the IEEE Engineering in Medicine & Biology Society (EMBC), 3134-3137, 2020.

  13. Lin Bai, Yecheng Lyu, Xin Xu, Xinming Huang, PointNet on FPGA for Real-Time LiDAR Point Cloud Processing, IEEE International Symposium on Circuits and Systems (ISCAS), 2020.

  14. Lin Bai, Yecheng Lyu, Xinming Huang, A Unified Hardware Architecture for Convolutions and Deconvolutions in CNN, IEEE International Symposium on Circuits and Systems (ISCAS), 2020.

  15. Mahdi Elhousni, Xinming Huang, Pedestrian Tracking with Gated Recurrent Units and Attention Mechanisms, IEEE International Symposium on Circuits and Systems (ISCAS), 2020.

  16. Mahdi Elhousni, Xinming Huang, A Survey on 3D LiDAR Localization for Autonomous Vehicles, IEEE Intelligent Vehicles Symposium (IV), pp. 1879-1884, 2020.

  17. Mingda Zhou, Zhe Feng, Xinming Huang, Youjian Liu, MAP Joint Frequency and Channel Estimation for MIMO Systems with Spatial Correlation, IEEE Global Communications Conference (GLOBECOM), 2019

  18. Yecheng Lyu, Xinming Huang, Road Segmentation Using CNN and Distributed LSTM, IEEE International Symposium on Circuits and Systems (ISCAS), 2019.

  19. Yecheng Lyu, Lin Bai, Mahdi Elhousni, Xinming Huang, An Interactive LiDAR to Camera Calibration, IEEE High Performance Extreme Computing Conference (HPEC), 2019.

  20. Ziling Zhu et al., Comparison of EMG-Force Calibration Protocols for Myoelectric Control of Prostheses, IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 2019.

  21. Jianan Li et al., Reducing Electric Power Consumption When Transmitting ECG/EMG/EEG Using a Bluetooth Low Energy Microcontroller, IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 2018.

  22. Berj Bardizbanian et al., Calibration of Dynamic Hand-Wrist EMG-Force Models using a Minimum Number of Electrodes, IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 2018.

  23. Lin Bai, Yecheng Lyu, and Xinming Huang, Real-Time Road Segmentation Using Lidar Data Processing on an FPGA, IEEE International Symposium on Circuits and Systems (ISCAS), 2018.

  24. Zhilu Chen and Xinming Huang, End-to-End Learning for Lane Keeping of Self-Driving Cars, IEEE Intelligent Vehicles Symposium (IV), pp. 1856-1860, 2017.

  25. Yuteng Zhou, Shrutika Redkar and Xinming Huang, Deep Learning Binary Neural Network on an FPGA, IEEE 60th International Midwest Symposium on Circuits and Systems (MWCAS), 2017.

  26. Mingda Zhou, Youjian Liu, Tian Xia and Xinming Huang, An Efficient and Scalable Hardware Architecture for Singular Value Decomposition, IEEE 60th International Midwest Symposium on Circuits and Systems (MWCAS), 2017.

  27. Mingda Zhou, Xinming Huang, Yuteng Zhou, Xing Li, Youjian Liu, An FPGA Prototype of Dual Link Algorithm for MIMO Interference Network, IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), 2017.

  28. Zhe Feng et al., Software Defined Radio Implementation of the Dual Link Algorithm in TDD Mode using USRP E310, GNU Radio Conference, 2016.

  29. Yuteng Zhou, Zhilu Chen, Xinming Huang, A System-on-Chip FPGA Design for Real-Time Traffic Signal Recognition System, IEEE International Symposium on Circuits and Systems (ISCAS), 2016.

  30. Yuteng Zhou, Zhilu Chen, Xinming Huang, A Pipeline Architecture for Traffic Sign Classification on an FPGA, IEEE International Symposium on Circuits and Systems (ISCAS), 2015.

  31. Yuteng Zhou, Wei Wang, Xinming Huang, FPGA Design for PCANet Deep Learning Network, 23rd IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2015.

  32. Xing Li, Youjian Eugene Liu, Xinming Huang, TDD Channel Calibration for MIMO Interference Networks, IEEE 82nd Vehicular Technology Conference (VTC), 2015.

  33. Tairui Chen, Zhilu Chen, Quan Shi, Xinming Huang, Road marking detection and classification using machine learning algorithms, IEEE Intelligent Vehicles Symposium (IV), pp. 617-621, 2015.

  34. Zhilu Chen, Xinming Huang, Zhen Ni, Haibo He, A GPU-Based Real-Time Traffic Sign Detection and Recognition System, IEEE symposium on computational intelligence in vehicles and transportation systems (CIVTS), 2014.

  35. Zhen Ni, Siyao Fu, Bo Tang, Haibo He, Xinming Huang, Experimental Studies on Indoor Sign Recognition and Classification, IEEE Symposium on Computational Intelligence and Data Mining (CIDM), pp. 489-494, 2014.

  36. Jin Zhao, Bingqian Xie, Xinming Huang, Real-Time Lane Departure and Front Collision Warning System on an FPGA, IEEE High Performance Extreme Computing Conference (HPEC), 2014.

  37. James Kingsley, Zhilu Chen, Jeffrey Bibeau, Luis Vidali, Xinming Huang, Erkan Tuzel, A GPU Accelerated Virtual Scanning Confocal Microscope, IEEE High Performance Extreme Computing Conference (HPEC), 2014.

  38. Jin Zhao, Xinming Huang, An Efficient Real-Time FPGA Implementation for Object Detection, IEEE International New Circuits and Systems Conference (NEWCAS), pp. 313-316, 2014.

  39. Zhilu Chen, Jing Wang, Haibo He, Xinming Huang, A Fast Deep Learning System Using GPU, IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1552-1555, 2014.

  40. Wei Wang, Zhilu Chen, Xinming Huang, Accelerating Leveled Fully Homomorphic Encryption Using GPU, IEEE International Symposium on Circuits and Systems (ISCAS), pp. 2800-2803, 2014.

  41. Yanjie Peng, Xinming Huang, Performance Comparison of Hybrid Partial Response Detectors Over Frequency-Selective Fading Channels, IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1716-1719, 2014.

  42. Yanjie Peng, Andrew Klein, Xinming Huang, Hybrid DFSF-BP Equalization for ATSC DTV Receivers,  IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1712-1715, 2014.

  43. Zhiqiang Cui, Zhongfeng Wang, Xinming Huang, Multilevel Error Correction Scheme for MLC Flash Memory, IEEE International Symposium on Circuits and Systems (ISCAS), pp. 201-204, 2014.

  44. Jin Zhao, Sichao Zhu, Xinming Huang, Real-Time Traffic Sign Detection Using SURF Features on FPGA, IEEE High Performance Extreme Computing Conference (HPEC), 2013.

  45. Wei Wang, Xinming Huang, An FPGA Co-Processor for Adaptive Lane Departure Warning System, IEEE International Symposium on Circuits and Systems (ISCAS), 2013.

  46. Wei Wang, Xinming Huang, A Novel Fast Modular Multiplier Architecture for 8,192-bit RSA Cryposystem, IEEE High Performance Extreme Computing Conference (HPEC), 2013.

  47. Zhilu Chen, James Kingsley, Xinming Huang, Erkan Tüzel, Accelerating a Novel Particle-based Fluid Simulation on the GPU, IEEE High Performance Extreme Computing Conference (HPEC), 2013.

  48. Wei Wang, Xinming Huang, An FPGA Co-Processor for Adaptive Lane Departure Warning System, IEEE International Symposium on Circuits and Systems (ISCAS), 2013.

  49. Wei Wang, Xinming Huang, FPGA Implementation of a Large-number Multiplier for Fully Homomorphic Encryption, IEEE International Symposium on Circuits and Systems (ISCAS), 2013.

  50. Wei Wang, Yin Hu, Lianmu Chen, Xinming Huang, Berk Sunar,Accelerating Fully Homomorphic Encryption Using GPU, IEEE High Performance Extreme Computing Conference (HPEC), 2012

  51. Yanjie Peng, Kai Zhang, Andrew G. Klein, Xinming Huang, Design and implementation of a belief propagation detector for sparse channels, IEEE Intl. Conf. on Application-Specific Systems, Architectures and Processors (ASAP), 2011.

  52. Wenxuan Guo, Xinming Huang, On throughput enhancement of multi-hop wireless networks using interference alignment, IEEE Wireless and Optical Communications Conference (WOCC), 2011.

  53. Yanjie Peng, Kai Zhang, Andrew G. Klein, Xinming Huang, Complexity and performance tradeoffs of near-optimal detectors for cooperative ISI channels, Military Communications Conference (MILCOM), October 2010.

  54. Kai Zhang, Xinming Huang, A Low-Complexity Rate-Compatible LDPC Decoder, 43rd Asilomar Conference on Signals, Systems and Computers, 2009.

  55. Wenxuan Guo, Xinming Huang, Kai Zhang, Joint Optimization of Antenna Orientation and Spectrum Allocation for Cognitive Radio Networks, In 43rd Asilomar Conference on Signals, Systems and Computers, 2009.

  56. Wenxuan Guo, Xinming Huang, Maximizing Throughput for Overlaid Cognitive Radio Networks, IEEE Military Communications Conference (MILCOM), 2009.

  57. Yanjie Peng, Andrew G. Klein, Xinming Huang, Detector Design for Half-Duplex Relay Networks in ISI Channels, IEEE Military Communications Conference (MILCOM), 2009.

  58. Yong-Eun Kim, Dong-Hyun Seo, Jin-Gyun Chung, Xinming Huang, Efficient Sound Source Localization Method Using Region Selection, IEEE International Symposium on Industrial Electronics (ISIE), 2009.

  59. Kai Zhang, Xinming Huang, An Area-Efficient LDPC Decoder Architecture and Implementation for CMMB Systems, IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP), 2009.

  60. Cao Liang, Xinming Huang, Mapping Parallel FFT Algorithm onto SmartCell Coarse-Grained Reconfigurable Architecture, IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP), 2009.

  61. Yanjie Peng, Andrew G. Klein, Xinming Huang, Design of a Maximum-Likelihood Detector for Cooperative Communications in Intersymbol Interference Channels, ACM Great Lakes Symposium on VLSI (GLSVLSI), 2009.

  62. Andy G. Klein, Xinming Huang, A Cold Startup Strategy for Blind Adaptive M-PPM Equalization, Asilomar Conf. on Signals, Systems, and Computers, 2008.

  63. Kai Zhang, Xinming Huang, Soft Decoder Architecture of LT Codes, IEEE Workshop on Signal Processing systems (SiPS), 2008.

  64. Cao Liang, Xinming Huang, SmartCell: A Power-Efficient Reconfigurable Architecture for Data Streaming Applications, IEEE Workshop on Signal Processing systems (SiPS), 2008.

  65. Wenxuan Guo, Xinming Huang, Relay Management for Mobile Users in Disaster Area Wireless Network, International Conference on Wireless Algorithms, Systems and Applications (WASA), 2008.

  66. Xinming Huang, SmartCell Architecture, Design and Performance Analysis for Reconfigurable Embedded Computing, IEEE High Performance Embedded Computing Workshop (HPEC), 2008.

  67. Kai Zhang, Xinming Huang, A High SFDR Direct Digital Synthesizer with Frequency Error Free Output, IEEE International Symposium on Circuits and Systems (ISCAS), 2008.

  68. Youjian Liu, Mahesh K. Varanasi, Xinming Huang, Power Scheduling for MIMO Relay Channels Employing Rateless Codes, IEEE International Conference on Communications (ICC), 2008.

  69. Wenxuan Guo, Xinming Huang, Optimal Relay Node Association for Two-Tiered Wireless Networks, IEEE Global Telecommunications Conference (Globecom), 2007.

  70. Xinming Huang, SmartCell: A Coarse-Grained Reconfigurable Architecture for High Performance and Low Power Embedded Computing, IEEE High Performance Embedded Computing Workshop (HPEC), 2007.

  71. Wenxuan Guo, Xinming Huang, Relaying Packets in a Two-tiered Wireless Network Using Binary Integer Programming, 2nd International Conference on Wireless Algorithms, Systems and Applications (WASA), 2007.

  72. Cao Liang, Xinming Huang, A Fault Tolerant and Energy Efficient Routing Protocol for Urban Sensor Networks, ACM International Conference on Scalable Information Systems (Infoscale), 2007.

  73. Cao Liang, Xinming Huang, A Fault-Tolerant Fully Adaptive Routing Algorithm for Collaborative Computing in Wireless Mesh Networks, SPIE Defense, Security and Sensing Conferences, vol. 6576, 2007.

  74. Cao Liang, Jing Ma, Xinming Huang, An FPGA Based Co-Design Architecture for MIMO Lattice Decoders, Engineering Reconfigurable System Architecture Conference (ERSA), 2006.

  75. Xin-Ming Huang, Jing Deng, Jing Ma, Fault Tolerant Routing For Wireless Sensor Grid Networks, IEEE Sensors Applications Symposium (SAS), 2006.

  76. Cao Liang, Jing Ma, Xinming Huang, A Hardware/Software Co-Design Architecture for Lattice Decoding Algorithms, IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2006.

  77. Jing Ma, Xinming Huang, A SoPC Architecture of MIMO Sphere Decoder for Mobile Communications, Engineering Reconfigurable System Architecture Conference (ERSA), 2005.

  78. Xinming Huang, Jing Ma, An Application-Specific Routing Protocol for Meshed Wireless Sensor Networks, International Conference on Wireless Networks (ICWN), 2005.

  79. Jing Ma, Xinming Huang, A System-on-Programmable Chip Approach for MIMO Sphere Decoder, IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2005.

  80. Jing Ma, Cao Liang, Xinming Huang, A Comparison of Lattice Decoding Algorithms in Hardware Implementation, SPIE Defense, Security and Sensing Conferences, vol. 5819, 2005.

  81. Jing Ma, Xinming Huang, Swapna Kura, A High Data Rate Universal Lattice Decoder on FPGA, SPIE Defense, Security and Sensing Conferences, vol. 5819, 2005.

  82. Lawrence E. LeBlanc, Xin-Ming Huang, Jing Ma, A Geographical Multi-hop Routing Protocol for Street-Based Networks, SPIE Defense, Security and Sensing Conferences, vol. 5820, pp. 54-62, 2005.

  83. Xin-Ming Huang, Jing Ma, A Cluster-Based Routing Algorithm for Wireless Sensor Networks, SPIE Defense, Security and Sensing Conferences, vol. 5820, pp. 45-53, 2005.

  84. Xin-Ming Huang, Jing Ma, Node Collaboration Techniques for Wireless Sensor Networks, (Invited Paper), SPIE Defense, Security and Sensing Conferences, vol. 5818, pp. 115-126, 2005.

  85. Jing Ma, Xinming Huang, Design of a Lattice Decoder for MIMO Systems in FPGA, IEEE Workshop on Signal Processing Systems (SiPS), pp. 22-29, 2004.

  86. Jing Ma, Xinmig Huang, Design and Implementation of a Lattice Decoder for MIMO Systems, IEEE Radio and Wireless Conference (RAWCON), pp. 383-386, 2004.

  87. Xin-Ming Huang, Jing Ma, A FPGA-Based Accelerator for Multi-physics Modeling, Engineering Reconfigurable System Architecture Conference (ERSA), pp. 209-212, 2004.

  88. Xin-Ming Huang, Jing Ma, Jing Li, Application of Shadow Memory Method in C-Based Modeling for Wireless ASIC Co-Verification, IEEE 13th North Atlantic Test Workshop (NATW), pp. 78-84, 2004. (Significant Contribution Award)

  89. Xin-Ming Huang, Jing Ma, Accelerate Multi-physics Modeling Using FPGA, SPIE Defense, Security and Sensing Conferences, vol. 5439, pp. 249-260, 2004.

  90. Xin-Ming Huang, Jing Ma, Lawrence E. LeBlanc, Wireless Sensor Network for Streetlight Monitoring and Control, SPIE Defense, Security and Sensing Conferences, vol. 5440, pp.313-321, 2004.

  91. Jing Ma, Xin-Ming Huang, Design and Implementation of a Real-time Image Noise Canceller, Visual Information Processing Conferences, vol. 5438, pp. 273-281, 2004.