Fengbo Ren

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 58

Top Topics

Convolutional Neural Network

Compressive Sensing

Top Venues

IEEE Trans. Biomed. Circuits Syst.

Publications

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) (2024)
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)
Zifan Yu, Suya You, Fengbo Ren
Frequency-domain Learning for Volumetric-based 3D Data Perception. CoRR (2023)
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)
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)
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)
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. CoRR (2023)
Zifan Yu, Meida Chen, Zhikang Zhang, Suya You, Fengbo Ren
TransUPR: A Transformer-based Uncertain Point Refiner for LiDAR Point Cloud Semantic Segmentation. CoRR (2023)
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)
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)
Zhikang Zhang, Jonathan Zhao, Fengbo Ren
An Experimental Study on Transferring Data-Driven Image Compressive Sensing to Bioelectric Signals. ICASSP (2022)
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 (2022)
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 (2022)
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 (2021)
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) (2021)
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 (2021)
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)
Saman Biookaghazadeh, Fengbo Ren, Ming Zhao
Characterizing Loop Acceleration in Heterogeneous Computing. CLOUD (2021)
Jonathan Zhao, Matthew Westerham, Mark Lakatos-Toth, Zhikang Zhang, Avi Moskoff, Fengbo Ren
OpenICS: Open Image Compressive Sensing Toolbox and Benchmark. CoRR (2021)
Jonathan Zhao, Mark Lakatos-Toth, Matthew Westerham, Zhikang Zhang, Avi Moskoff, Fengbo Ren
OpenICS: Open image compressive sensing toolbox and benchmark. Softw. Impacts 9 (2021)
Yixing Li, Shuai Zhang, Xichuan Zhou, Fengbo Ren
Build a compact binary neural network through bit-level sensitivity and data pruning. Neurocomputing 398 (2020)
Kai Xu, Minghai Qin, Fei Sun, Yuhao Wang, Yen-Kuang Chen, Fengbo Ren
Learning in the Frequency Domain. CVPR (2020)
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 (2020)
Masudul Hassan Quraishi, Erfan Bank Tavakoli, Fengbo Ren
A Survey of System Architectures and Techniques for FPGA Virtualization. CoRR (2020)
Kai Xu, Minghai Qin, Fei Sun, Yuhao Wang, Yen-Kuang Chen, Fengbo Ren
Learning in the Frequency Domain. CoRR (2020)
Yixing Li, Fengbo Ren
BNN Pruning: Pruning Binary Neural Network Guided by Weight Flipping Frequency. ISQED (2020)
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 (2020)
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) (2020)
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)
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) (2020)
Xichuan Zhou, Yicong Peng, Chunqiao Long, Fengbo Ren, Cong Shi
MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time. ICML (2020)
Xichuan Zhou, Yicong Peng, Chunqiao Long, Fengbo Ren, Cong Shi
MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time. CoRR (2020)
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)
Yixing Li, Akshay Dua, Fengbo Ren
Light-Weight RetinaNet for Object Detection on Edge Devices. WF-IoT (2020)
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) (2019)
Yixing Li, Fengbo Ren
Light-Weight RetinaNet for Object Detection. CoRR (2019)
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) (2019)
Kai Xu, Zhikang Zhang, Fengbo Ren
LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction. ECCV (10) (2018)
Saman Biookaghazadeh, Ming Zhao, Fengbo Ren
Are FPGAs Suitable for Edge Computing? HotEdge (2018)
Yixing Li, Fengbo Ren
Build a Compact Binary Neural Network through Bit-level Sensitivity and Data Pruning. CoRR (2018)
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) (2018)
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)
Saman Biookaghazadeh, Fengbo Ren, Ming Zhao
Are FPGAs Suitable for Edge Computing? CoRR (2018)
Kai Xu, Fengbo Ren
CSVideoNet: A Real-Time End-to-End Learning Framework for High-Frame-Rate Video Compressive Sensing. WACV (2018)
Kai Xu, Zhikang Zhang, Fengbo Ren
LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction. CoRR (2018)
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)
Kai Xu, Yixing Li, Fengbo Ren
A data-driven compressive sensing framework tailored for energy-efficient wearable sensing. ICASSP (2017)
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 (2017)
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) (2017)
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)
Kai Xu, Yixing Li, Fengbo Ren
A Data-Driven Compressive Sensing Framework Tailored For Energy-Efficient Wearable Sensing. CoRR (2016)
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) (2016)
Zichuan Liu, Yixing Li, Fengbo Ren, Hao Yu
A Binary Convolutional Encoder-decoder Network for Real-time Natural Scene Text Processing. CoRR (2016)
Kai Xu, Yixing Li, Fengbo Ren
An energy-efficient compressive sensing framework incorporating online dictionary learning for long-term wireless health monitoring. ICASSP (2016)
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 (10) (2016)
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)
Kai Xu, Yixing Li, Fengbo Ren
An Energy-Efficient Compressive Sensing Framework Incorporating Online Dictionary Learning for Long-term Wireless Health Monitoring. CoRR (2016)
Kai Xu, Fengbo Ren
CSVideoNet: A Recurrent Convolutional Neural Network for Compressive Sensing Video Reconstruction. CoRR (2016)
Fengbo Ren, Dejan Markovic
18.5 A configurable 12-to-237KS/s 12.8mW sparse-approximation engine for mobile ExG data aggregation. ISSCC (2015)
Richard Dorrance, Fengbo Ren, Dejan Markovic
A scalable sparse matrix-vector multiplication kernel for energy-efficient sparse-blas on FPGAs. FPGA (2014)
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) (2014)
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) (2014)
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)
Fengbo Ren, Richard Dorrance, Wenyao Xu, Dejan Markovic
A single-precision compressive sensing signal reconstruction engine on FPGAs. FPL (2013)
Xiaoyi Zhang, Ming-Chun Huang, Fengbo Ren, Wenyao Xu, Nan Guan, Wang Yi
Proper Running Posture Guide: A Wearable Biomechanics Capture System. BODYNETS (2013)
Xiaoyi Zhang, Wenyao Xu, Ming-Chun Huang, Navid Amini, Fengbo Ren
See UV on Your Skin: An Ultraviolet Sensing and Visualization System. BODYNETS (2013)
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. (11) (2013)
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)
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)
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)