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2020 – today
- 2024
[j15]Erfan Bank Tavakoli
, Michael Riera, Masudul Hassan Quraishi, Fengbo Ren:
FSpGEMM: A Framework for Accelerating Sparse General Matrix-Matrix Multiplication Using Gustavson's Algorithm on FPGAs. IEEE Trans. Very Large Scale Integr. Syst. 32(4): 633-644 (2024)- [c33]Zifan Yu, Erfan Bank Tavakoli, Meida Chen, Suya You, Raghuveer Rao, Sanjeev Agarwal, Fengbo Ren:
Tokenmotion: Motion-Guided Vision Transformer for Video Camouflaged Object Detection VIA Learnable Token Selection. ICASSP 2024: 2875-2879 - 2023
- [c32]Zhikang Zhang, Bruno Machado Trindade, Michael Green, Zifan Yu, Christopher Pawlowicz, Fengbo Ren:
Automatic Error Detection in Integrated Circuits Image Segmentation: A Data-Driven Approach. ICASSP 2023: 1-5 - [c31]Zhikang Zhang, Zifan Yu, Suya You, Raghuveer Rao, Sanjeev Agarwal, Fengbo Ren:
Enhanced Low-Resolution LiDAR-Camera Calibration via Depth Interpolation and Supervised Contrastive Learning. ICASSP 2023: 1-5 - [c30]Zifan Yu, Meida Chen, Zhikang Zhang, Suya You, Raghuveer Rao, Sanjeev Agarwal, Fengbo Ren:
TransUPR: A Transformer-based Plug-and-Play Uncertain Point Refiner for LiDAR Point Cloud Semantic Segmentation. IROS 2023: 5864-5869 - [i21]Zifan Yu, Meida Chen, Zhikang Zhang, Suya You, Fengbo Ren:
TransUPR: A Transformer-based Uncertain Point Refiner for LiDAR Point Cloud Semantic Segmentation. CoRR abs/2302.08594 (2023) - [i20]Zifan Yu, Suya You, Fengbo Ren:
Frequency-domain Learning for Volumetric-based 3D Data Perception. CoRR abs/2302.08595 (2023) - 2022
- [c29]Meida Chen, Qingyong Hu, Zifan Yu, Hugues Thomas, Andrew Feng, Yu Hou, Kyle McCullough, Fengbo Ren, Lucio Soibelman:
STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud Dataset. BMVC 2022: 429 - [c28]Zhikang Zhang, Jonathan Zhao, Fengbo Ren:
An Experimental Study on Transferring Data-Driven Image Compressive Sensing to Bioelectric Signals. ICASSP 2022: 1191-1195 - [c27]Zifan Yu, Bruno Machado Trindade, Michael Green, Zhikang Zhang, Pullela Sneha, Erfan Bank Tavakoli, Christopher Pawlowicz, Fengbo Ren:
A Data-Driven Approach for Automated Integrated Circuit Segmentation of Scan Electron Microscopy Images. ICIP 2022: 2851-2855 - [i19]Zhikang Zhang, Bruno Machado Trindade, Michael Green, Zifan Yu, Christopher Pawlowicz, Fengbo Ren:
Automatic Error Detection in Integrated Circuits Image Segmentation: A Data-driven Approach. CoRR abs/2211.03927 (2022) - [i18]Zhikang Zhang, Zifan Yu, Suya You, Raghuveer Rao, Sanjeev Agarwal, Fengbo Ren:
Enhanced Low-resolution LiDAR-Camera Calibration Via Depth Interpolation and Supervised Contrastive Learning. CoRR abs/2211.03932 (2022) - 2021
- [j14]Jonathan Zhao, Mark Lakatos-Toth, Matthew Westerham, Zhikang Zhang, Avi Moskoff, Fengbo Ren:
OpenICS: Open image compressive sensing toolbox and benchmark. Softw. Impacts 9: 100081 (2021) - [j13]Masudul Hassan Quraishi, Erfan Bank Tavakoli, Fengbo Ren:
A Survey of System Architectures and Techniques for FPGA Virtualization. IEEE Trans. Parallel Distributed Syst. 32(9): 2216-2230 (2021) - [c26]Saman Biookaghazadeh, Fengbo Ren, Ming Zhao:
Characterizing Loop Acceleration in Heterogeneous Computing. CLOUD 2021: 445-455 - [c25]Erfan Bank Tavakoli, Michael Riera, Masudul Hassan Quraishi, Fengbo Ren:
FSCHOL: An OpenCL-based HPC Framework for Accelerating Sparse Cholesky Factorization on FPGAs. SBAC-PAD 2021: 209-220 - [i17]Jonathan Zhao, Matthew Westerham, Mark Lakatos-Toth, Zhikang Zhang, Avi Moskoff, Fengbo Ren:
OpenICS: Open Image Compressive Sensing Toolbox and Benchmark. CoRR abs/2103.00652 (2021) - [i16]Michael Riera, Masudul Hassan Quraishi, Erfan Bank Tavakoli, Fengbo Ren:
FLASH 1.0: A Software Framework for Rapid Parallel Deployment and Enhancing Host Code Portability in Heterogeneous Computing. CoRR abs/2106.13645 (2021) - [i15]Erfan Bank-Tavakoli, Michael Riera, Masudul Hassan Quraishi, Fengbo Ren:
FSpGEMM: An OpenCL-based HPC Framework for Accelerating General Sparse Matrix-Matrix Multiplication on FPGAs. CoRR abs/2112.10037 (2021) - 2020
- [j12]Yixing Li, Shuai Zhang, Xichuan Zhou, Fengbo Ren:
Build a compact binary neural network through bit-level sensitivity and data pruning. Neurocomputing 398: 45-54 (2020) - [j11]Jun Zhou, Ying Wei, Chao Wang, Fengbo Ren, Li Huang:
Guest Editorial: Special Section on AI-Based Biomedical Circuits and Systems. IEEE Trans. Biomed. Circuits Syst. 14(2): 142-144 (2020) - [j10]Ying Wei, Jun Zhou, Yin Wang, Yinggang Liu, Qingsong Liu, Jiansheng Luo, Chao Wang, Fengbo Ren, Li Huang:
A Review of Algorithm & Hardware Design for AI-Based Biomedical Applications. IEEE Trans. Biomed. Circuits Syst. 14(2): 145-163 (2020) - [c24]Kai Xu, Minghai Qin, Fei Sun, Yuhao Wang, Yen-Kuang Chen, Fengbo Ren:
Learning in the Frequency Domain. CVPR 2020: 1737-1746 - [c23]Akshay Dua, Yixing Li, Fengbo Ren:
Systolic-CNN: An OpenCL-defined Scalable Run-time-flexible FPGA Accelerator Architecture for Accelerating Convolutional Neural Network Inference in Cloud/Edge Computing. FCCM 2020: 231 - [c22]Zhikang Zhang, Kai Xu, Fengbo Ren:
Cra: A Generic Compression Ratio Adapter for End-To-End Data-Driven Image Compressive Sensing Reconstruction Frameworks. ICASSP 2020: 1439-1443 - [c21]Xichuan Zhou, Yicong Peng, Chunqiao Long, Fengbo Ren, Cong Shi:
MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time. ICML 2020: 11503-11512 - [c20]Yixing Li, Fengbo Ren:
BNN Pruning: Pruning Binary Neural Network Guided by Weight Flipping Frequency. ISQED 2020: 306-311 - [c19]Yixing Li, Akshay Dua, Fengbo Ren:
Light-Weight RetinaNet for Object Detection on Edge Devices. WF-IoT 2020: 1-6 - [i14]Kai Xu, Minghai Qin, Fei Sun, Yuhao Wang, Yen-Kuang Chen, Fengbo Ren:
Learning in the Frequency Domain. CoRR abs/2002.12416 (2020) - [i13]Xichuan Zhou, Yicong Peng, Chunqiao Long, Fengbo Ren, Cong Shi:
MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time. CoRR abs/2006.16007 (2020) - [i12]Masudul Hassan Quraishi, Erfan Bank Tavakoli, Fengbo Ren:
A Survey of System Architectures and Techniques for FPGA Virtualization. CoRR abs/2011.09073 (2020) - [i11]Michael Riera, Erfan Bank Tavakoli, Masudul Hassan Quraishi, Fengbo Ren:
HALO 1.0: A Hardware-agnostic Accelerator Orchestration Framework for Enabling Hardware-agnostic Programming with True Performance Portability for Heterogeneous HPC. CoRR abs/2011.10896 (2020) - [i10]Akshay Dua, Yixing Li, Fengbo Ren:
Systolic-CNN: An OpenCL-defined Scalable Run-time-flexible FPGA Accelerator Architecture for Accelerating Convolutional Neural Network Inference in Cloud/Edge Computing. CoRR abs/2012.03177 (2020)
2010 – 2019
- 2019
- [j9]Yujie Feng, Fan Yang, Xichuan Zhou, Yanli Guo, Fang Tang, Fengbo Ren, Jishun Guo, Shuiwang Ji:
A Deep Learning Approach for Targeted Contrast-Enhanced Ultrasound Based Prostate Cancer Detection. IEEE ACM Trans. Comput. Biol. Bioinform. 16(6): 1794-1801 (2019) - [j8]Yixing Li, Zichuan Liu, Wenye Liu, Yu Jiang, Yongliang Wang, Wang Ling Goh, Hao Yu, Fengbo Ren:
A 34-FPS 698-GOP/s/W Binarized Deep Neural Network-Based Natural Scene Text Interpretation Accelerator for Mobile Edge Computing. IEEE Trans. Ind. Electron. 66(9): 7407-7416 (2019) - [i9]Yixing Li, Fengbo Ren:
Light-Weight RetinaNet for Object Detection. CoRR abs/1905.10011 (2019) - 2018
- [j7]Yixing Li, Zichuan Liu, Kai Xu, Hao Yu, Fengbo Ren:
A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks. ACM J. Emerg. Technol. Comput. Syst. 14(2): 18:1-18:16 (2018) - [c18]Zichuan Liu, Yixing Li, Fengbo Ren, Wang Ling Goh, Hao Yu:
SqueezedText: A Real-Time Scene Text Recognition by Binary Convolutional Encoder-Decoder Network. AAAI 2018: 7194-7201 - [c17]Kai Xu, Zhikang Zhang, Fengbo Ren:
LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction. ECCV (10) 2018: 491-507 - [c16]Saman Biookaghazadeh, Ming Zhao, Fengbo Ren:
Are FPGAs Suitable for Edge Computing? HotEdge 2018 - [c15]Kai Xu, Fengbo Ren:
CSVideoNet: A Real-Time End-to-End Learning Framework for High-Frame-Rate Video Compressive Sensing. WACV 2018: 1680-1688 - [i8]Yixing Li, Fengbo Ren:
Build a Compact Binary Neural Network through Bit-level Sensitivity and Data Pruning. CoRR abs/1802.00904 (2018) - [i7]Saman Biookaghazadeh, Fengbo Ren, Ming Zhao:
Are FPGAs Suitable for Edge Computing? CoRR abs/1804.06404 (2018) - [i6]Kai Xu, Zhikang Zhang, Fengbo Ren:
LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction. CoRR abs/1807.09388 (2018) - 2017
- [j6]Yuhao Wang, Xin Li, Kai Xu, Fengbo Ren, Hao Yu:
Data-Driven Sampling Matrix Boolean Optimization for Energy-Efficient Biomedical Signal Acquisition by Compressive Sensing. IEEE Trans. Biomed. Circuits Syst. 11(2): 255-266 (2017) - [c14]Yixing Li, Zichuan Liu, Kai Xu, Hao Yu, Fengbo Ren:
A 7.663-TOPS 8.2-W Energy-efficient FPGA Accelerator for Binary Convolutional Neural Networks (Abstract Only). FPGA 2017: 290-291 - [c13]Wenwen Li, Bin Zhou, Chia-Yu Hsu, Yixing Li, Fengbo Ren:
Recognizing terrain features on terrestrial surface using a deep learning model: an example with crater detection. GeoAI@SIGSPATIAL 2017: 33-36 - [c12]Kai Xu, Yixing Li, Fengbo Ren:
A data-driven compressive sensing framework tailored for energy-efficient wearable sensing. ICASSP 2017: 861-865 - [i5]Yixing Li, Zichuan Liu, Kai Xu, Hao Yu, Fengbo Ren:
A 7.663-TOPS 8.2-W Energy-efficient FPGA Accelerator for Binary Convolutional Neural Networks. CoRR abs/1702.06392 (2017) - 2016
- [j5]Fengbo Ren, Dejan Markovic:
A Configurable 12-237 kS/s 12.8 mW Sparse-Approximation Engine for Mobile Data Aggregation of Compressively Sampled Physiological Signals. IEEE J. Solid State Circuits 51(1): 68-78 (2016) - [j4]Boyu Hu, Fengbo Ren, Zuow-Zun Chen, Xicheng Jiang, Mau-Chung Frank Chang:
An 8-Bit Compressive Sensing ADC With 4-GS/s Equivalent Speed Utilizing Self-Timed Pipeline SAR-Binary-Search. IEEE Trans. Circuits Syst. II Express Briefs 63-II(10): 934-938 (2016) - [c11]Kai Xu, Yixing Li, Fengbo Ren:
An energy-efficient compressive sensing framework incorporating online dictionary learning for long-term wireless health monitoring. ICASSP 2016: 804-808 - [c10]Hantao Huang, Hao Yu, Cheng Zhuo, Fengbo Ren:
A Compressive-sensing based Testing Vehicle for 3D TSV Pre-bond and Post-bond Testing Data. ISPD 2016: 19-25 - [i4]Kai Xu, Yixing Li, Fengbo Ren:
An Energy-Efficient Compressive Sensing Framework Incorporating Online Dictionary Learning for Long-term Wireless Health Monitoring. CoRR abs/1606.01557 (2016) - [i3]Zichuan Liu, Yixing Li, Fengbo Ren, Hao Yu:
A Binary Convolutional Encoder-decoder Network for Real-time Natural Scene Text Processing. CoRR abs/1612.03630 (2016) - [i2]Kai Xu, Yixing Li, Fengbo Ren:
A Data-Driven Compressive Sensing Framework Tailored For Energy-Efficient Wearable Sensing. CoRR abs/1612.04887 (2016) - [i1]Kai Xu, Fengbo Ren:
CSVideoNet: A Recurrent Convolutional Neural Network for Compressive Sensing Video Reconstruction. CoRR abs/1612.05203 (2016) - 2015
- [c9]Fengbo Ren, Dejan Markovic:
18.5 A configurable 12-to-237KS/s 12.8mW sparse-approximation engine for mobile ExG data aggregation. ISSCC 2015: 1-3 - 2014
- [b1]Fengbo Ren:
A Scalable VLSI Architecture for Real-Time and Energy-Efficient Sparse Approximation in Compressive Sensing Systems. University of California, Los Angeles, USA, 2014 - [j3]Fengbo Ren, Chenxin Zhang, Liang Liu, Wenyao Xu, Viktor Öwall, Dejan Markovic:
A Square-Root-Free Matrix Decomposition Method for Energy-Efficient Least Square Computation on Embedded Systems. IEEE Embed. Syst. Lett. 6(4): 73-76 (2014) - [j2]Lerong Cheng, Wenyao Xu, Fengbo Ren, Fang Gong, Puneet Gupta, Lei He:
Statistical timing and power analysis of VLSI considering non-linear dependence. Integr. 47(4): 487-498 (2014) - [c8]Richard Dorrance, Fengbo Ren, Dejan Markovic:
A scalable sparse matrix-vector multiplication kernel for energy-efficient sparse-blas on FPGAs. FPGA 2014: 161-170 - 2013
- [j1]Fengbo Ren, Henry Park, Chih-Kong Ken Yang, Dejan Markovic:
Reference Calibration of Body-Voltage Sensing Circuit for High-Speed STT-RAMs. IEEE Trans. Circuits Syst. I Regul. Pap. 60-I(11): 2932-2939 (2013) - [c7]Xiaoyi Zhang, Wenyao Xu, Ming-Chun Huang, Navid Amini, Fengbo Ren:
See UV on Your Skin: An Ultraviolet Sensing and Visualization System. BODYNETS 2013: 22-28 - [c6]Xiaoyi Zhang, Ming-Chun Huang, Fengbo Ren, Wenyao Xu, Nan Guan, Wang Yi:
Proper Running Posture Guide: A Wearable Biomechanics Capture System. BODYNETS 2013: 83-89 - [c5]Fengbo Ren, Richard Dorrance, Wenyao Xu, Dejan Markovic:
A single-precision compressive sensing signal reconstruction engine on FPGAs. FPL 2013: 1-4 - [c4]Wenyao Xu, Ming-Chun Huang, Jason J. Liu, Fengbo Ren, Xinchen Shen, Xiao Liu, Majid Sarrafzadeh:
mCOPD: mobile phone based lung function diagnosis and exercise system for COPD. PETRA 2013: 45:1-45:8 - 2012
- [c3]Fengbo Ren, Henry Park, Richard Dorrance, Yuta Toriyama, Chih-Kong Ken Yang, Dejan Markovic:
A body-voltage-sensing-based short pulse reading circuit for spin-torque transfer RAMs (STT-RAMs). ISQED 2012: 275-282 - 2011
- [c2]Richard Dorrance, Fengbo Ren, Yuta Toriyama, Amr Amin Hafez, Chih-Kong Ken Yang, Dejan Markovic:
Scalability and design-space analysis of a 1T-1MTJ memory cell. NANOARCH 2011: 32-36 - [c1]Henry Park, Richard Dorrance, Amr Amin Hafez, Fengbo Ren, Dejan Markovic, Chih-Kong Ken Yang:
Analysis of STT-RAM cell design with multiple MTJs per access. NANOARCH 2011: 53-58
Coauthor Index
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