Scalability and design-space analysis of a 1T-1MTJ memory cell. - Richard Dorrance; Fengbo Ren; Yuta Toriyama; Amr Amin Hafez; Chih-Kong Ken Yang; Dejan Markovic (NANOARCH, 2011)

Analysis of STT-RAM cell design with multiple MTJs per access. - Henry Park; Richard Dorrance; Amr Amin Hafez; Fengbo Ren; Dejan Markovic; Chih-Kong Ken Yang (NANOARCH, 2011)

A body-voltage-sensing-based short pulse reading circuit for spin-torque transfer RAMs (STT-RAMs). - Fengbo Ren; Henry Park; Richard Dorrance; Yuta Toriyama; Chih-Kong Ken Yang; Dejan Markovic (ISQED, 2012)

Proper Running Posture Guide: A Wearable Biomechanics Capture System. - Xiaoyi Zhang 006; Ming-Chun Huang; Fengbo Ren; Wenyao Xu; Nan Guan; Wang Yi 001 (BODYNETS, 2013)

See UV on Your Skin: An Ultraviolet Sensing and Visualization System. - Xiaoyi Zhang 006; Wenyao Xu; Ming-Chun Huang; Navid Amini; Fengbo Ren (BODYNETS, 2013)

A single-precision compressive sensing signal reconstruction engine on FPGAs. - Fengbo Ren; Richard Dorrance; Wenyao Xu; Dejan Markovic (FPL, 2013)

mCOPD: mobile phone based lung function diagnosis and exercise system for COPD. - Wenyao Xu; Ming-Chun Huang; Jason J. Liu; Fengbo Ren; Xinchen Shen; Xiao Liu; Majid Sarrafzadeh (PETRA, 2013)

Reference Calibration of Body-Voltage Sensing Circuit for High-Speed STT-RAMs. - Fengbo Ren; Henry Park; Chih-Kong Ken Yang; Dejan Markovic (IEEE Trans. Circuits Syst. I Regul. Pap., 2013)

A scalable sparse matrix-vector multiplication kernel for energy-efficient sparse-blas on FPGAs. - Richard Dorrance; Fengbo Ren; Dejan Markovic (FPGA, 2014)

A Square-Root-Free Matrix Decomposition Method for Energy-Efficient Least Square Computation on Embedded Systems. - Fengbo Ren; Chenxin Zhang; Liang Liu 002; Wenyao Xu; Viktor Öwall; Dejan Markovic (IEEE Embed. Syst. Lett., 2014)

Statistical timing and power analysis of VLSI considering non-linear dependence. - Lerong Cheng; Wenyao Xu; Fengbo Ren; Fang Gong; Puneet Gupta 001; Lei He 001 (Integr., 2014)

A Scalable VLSI Architecture for Real-Time and Energy-Efficient Sparse Approximation in Compressive Sensing Systems - Fengbo Ren (2014)

18.5 A configurable 12-to-237KS/s 12.8mW sparse-approximation engine for mobile ExG data aggregation. - Fengbo Ren; Dejan Markovic (ISSCC, 2015)

An energy-efficient compressive sensing framework incorporating online dictionary learning for long-term wireless health monitoring. - Kai Xu 007; Yixing Li; Fengbo Ren (ICASSP, 2016)

A Compressive-sensing based Testing Vehicle for 3D TSV Pre-bond and Post-bond Testing Data. - Hantao Huang; Hao Yu 001; Cheng Zhuo; Fengbo Ren (ISPD, 2016)

A Binary Convolutional Encoder-decoder Network for Real-time Natural Scene Text Processing. - Zichuan Liu; Yixing Li; Fengbo Ren; Hao Yu 001 (CoRR, 2016)

CSVideoNet: A Recurrent Convolutional Neural Network for Compressive Sensing Video Reconstruction. - Kai Xu 007; Fengbo Ren (CoRR, 2016)

A Configurable 12-237 kS/s 12.8 mW Sparse-Approximation Engine for Mobile Data Aggregation of Compressively Sampled Physiological Signals. - Fengbo Ren; Dejan Markovic (IEEE J. Solid State Circuits, 2016)

An 8-Bit Compressive Sensing ADC With 4-GS/s Equivalent Speed Utilizing Self-Timed Pipeline SAR-Binary-Search. - Boyu Hu; Fengbo Ren; Zuow-Zun Chen; Xicheng Jiang; Mau-Chung Frank Chang (IEEE Trans. Circuits Syst. II Express Briefs, 2016)

A 7.663-TOPS 8.2-W Energy-efficient FPGA Accelerator for Binary Convolutional Neural Networks (Abstract Only). - Yixing Li; Zichuan Liu; Kai Xu 007; Hao Yu 001; Fengbo Ren (FPGA, 2017)

Recognizing terrain features on terrestrial surface using a deep learning model: an example with crater detection. - Wenwen Li 002; Bin Zhou; Chia-Yu Hsu 001; Yixing Li; Fengbo Ren (GeoAI@SIGSPATIAL, 2017)

A data-driven compressive sensing framework tailored for energy-efficient wearable sensing. - Kai Xu 007; Yixing Li; Fengbo Ren (ICASSP, 2017)

A 7.663-TOPS 8.2-W Energy-efficient FPGA Accelerator for Binary Convolutional Neural Networks. - Yixing Li; Zichuan Liu; Kai Xu 007; Hao Yu 001; Fengbo Ren (CoRR, 2017)

Data-Driven Sampling Matrix Boolean Optimization for Energy-Efficient Biomedical Signal Acquisition by Compressive Sensing. - Yuhao Wang 002; Xin Li 001; Kai Xu 007; Fengbo Ren; Hao Yu 001 (IEEE Trans. Biomed. Circuits Syst., 2017)

SqueezedText: A Real-Time Scene Text Recognition by Binary Convolutional Encoder-Decoder Network. - Zichuan Liu; Yixing Li; Fengbo Ren; Wang Ling Goh; Hao Yu 001 (AAAI, 2018)

LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction. - Kai Xu 007; Zhikang Zhang; Fengbo Ren (ECCV (10), 2018)

Are FPGAs Suitable for Edge Computing? - Saman Biookaghazadeh; Ming Zhao 002; Fengbo Ren (HotEdge, 2018)

CSVideoNet: A Real-Time End-to-End Learning Framework for High-Frame-Rate Video Compressive Sensing. - Kai Xu 007; Fengbo Ren (WACV, 2018)

Build a Compact Binary Neural Network through Bit-level Sensitivity and Data Pruning. - Yixing Li; Fengbo Ren (CoRR, 2018)

A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks. - Yixing Li; Zichuan Liu; Kai Xu 007; Hao Yu 001; Fengbo Ren (ACM J. Emerg. Technol. Comput. Syst., 2018)

Light-Weight RetinaNet for Object Detection. - Yixing Li; Fengbo Ren (CoRR, 2019)

A Deep Learning Approach for Targeted Contrast-Enhanced Ultrasound Based Prostate Cancer Detection. - Yujie Feng; Fan Yang 021; Xichuan Zhou; Yanli Guo; Fang Tang; Fengbo Ren; Jishun Guo; Shuiwang Ji (IEEE ACM Trans. Comput. Biol. Bioinform., 2019)

A 34-FPS 698-GOP/s/W Binarized Deep Neural Network-Based Natural Scene Text Interpretation Accelerator for Mobile Edge Computing. - Yixing Li; Zichuan Liu; Wenye Liu; Yu Jiang 004; Yongliang Wang; Wang Ling Goh; Hao Yu 001; Fengbo Ren (IEEE Trans. Ind. Electron., 2019)

Learning in the Frequency Domain. - Kai Xu 007; Minghai Qin; Fei Sun; Yuhao Wang 002; Yen-Kuang Chen; Fengbo Ren (CVPR, 2020)

Systolic-CNN: An OpenCL-defined Scalable Run-time-flexible FPGA Accelerator Architecture for Accelerating Convolutional Neural Network Inference in Cloud/Edge Computing. - Akshay Dua; Yixing Li; Fengbo Ren (FCCM, 2020)

Cra: A Generic Compression Ratio Adapter for End-To-End Data-Driven Image Compressive Sensing Reconstruction Frameworks. - Zhikang Zhang; Kai Xu 007; Fengbo Ren (ICASSP, 2020)

MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time. - Xichuan Zhou; Yicong Peng; Chunqiao Long; Fengbo Ren; Cong Shi 003 (ICML, 2020)

BNN Pruning: Pruning Binary Neural Network Guided by Weight Flipping Frequency. - Yixing Li; Fengbo Ren (ISQED, 2020)

Light-Weight RetinaNet for Object Detection on Edge Devices. - Yixing Li; Akshay Dua; Fengbo Ren (WF-IoT, 2020)

HALO 1.0: A Hardware-agnostic Accelerator Orchestration Framework for Enabling Hardware-agnostic Programming with True Performance Portability for Heterogeneous HPC. - Michael Riera; Erfan Bank Tavakoli; Masudul Hassan Quraishi; Fengbo Ren (CoRR, 2020)

Build a compact binary neural network through bit-level sensitivity and data pruning. - Yixing Li; Shuai Zhang; Xichuan Zhou; Fengbo Ren (Neurocomputing, 2020)

A Review of Algorithm & Hardware Design for AI-Based Biomedical Applications. - Ying Wei 004; Jun Zhou 017; Yin Wang; Yinggang Liu; Qingsong Liu; Jiansheng Luo; Chao Wang 016; Fengbo Ren; Li Huang (IEEE Trans. Biomed. Circuits Syst., 2020)

Guest Editorial: Special Section on AI-Based Biomedical Circuits and Systems. - Jun Zhou 017; Ying Wei 004; Chao Wang 016; Fengbo Ren; Li Huang (IEEE Trans. Biomed. Circuits Syst., 2020)

Characterizing Loop Acceleration in Heterogeneous Computing. - Saman Biookaghazadeh; Fengbo Ren; Ming Zhao 002 (CLOUD, 2021)

FSCHOL: An OpenCL-based HPC Framework for Accelerating Sparse Cholesky Factorization on FPGAs. - Erfan Bank Tavakoli; Michael Riera; Masudul Hassan Quraishi; Fengbo Ren (SBAC-PAD, 2021)

FLASH 1.0: A Software Framework for Rapid Parallel Deployment and Enhancing Host Code Portability in Heterogeneous Computing. - Michael Riera; Masudul Hassan Quraishi; Erfan Bank Tavakoli; Fengbo Ren (CoRR, 2021)

FSpGEMM: An OpenCL-based HPC Framework for Accelerating General Sparse Matrix-Matrix Multiplication on FPGAs. - Erfan Bank-Tavakoli; Michael Riera; Masudul Hassan Quraishi; Fengbo Ren (CoRR, 2021)

OpenICS: Open image compressive sensing toolbox and benchmark. - Jonathan Zhao; Mark Lakatos-Toth; Matthew Westerham; Zhikang Zhang; Avi Moskoff; Fengbo Ren (Softw. Impacts, 2021)

A Survey of System Architectures and Techniques for FPGA Virtualization. - Masudul Hassan Quraishi; Erfan Bank Tavakoli; Fengbo Ren (IEEE Trans. Parallel Distributed Syst., 2021)

STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud Dataset. - Meida Chen; Qingyong Hu; Zifan Yu; Hugues Thomas; Andrew Feng; Yu Hou; Kyle McCullough; Fengbo Ren; Lucio Soibelman (BMVC, 2022)

An Experimental Study on Transferring Data-Driven Image Compressive Sensing to Bioelectric Signals. - Zhikang Zhang; Jonathan Zhao; Fengbo Ren (ICASSP, 2022)

A Data-Driven Approach for Automated Integrated Circuit Segmentation of Scan Electron Microscopy Images. - Zifan Yu; Bruno Machado Trindade; Michael Green; Zhikang Zhang; Pullela Sneha; Erfan Bank Tavakoli; Christopher Pawlowicz; Fengbo Ren (ICIP, 2022)

Automatic Error Detection in Integrated Circuits Image Segmentation: A Data-Driven Approach. - Zhikang Zhang; Bruno Machado Trindade; Michael Green; Zifan Yu; Christopher Pawlowicz; Fengbo Ren (ICASSP, 2023)

Enhanced Low-Resolution LiDAR-Camera Calibration via Depth Interpolation and Supervised Contrastive Learning. - Zhikang Zhang; Zifan Yu; Suya You; Raghuveer Rao; Sanjeev Agarwal; Fengbo Ren (ICASSP, 2023)

TransUPR: A Transformer-based Plug-and-Play Uncertain Point Refiner for LiDAR Point Cloud Semantic Segmentation. - Zifan Yu; Meida Chen; Zhikang Zhang; Suya You; Raghuveer Rao; Sanjeev Agarwal; Fengbo Ren (IROS, 2023)

TransUPR: A Transformer-based Uncertain Point Refiner for LiDAR Point Cloud Semantic Segmentation. - Zifan Yu; Meida Chen; Zhikang Zhang; Suya You; Fengbo Ren (CoRR, 2023)

Frequency-domain Learning for Volumetric-based 3D Data Perception. - Zifan Yu; Suya You; Fengbo Ren (CoRR, 2023)

Tokenmotion: Motion-Guided Vision Transformer for Video Camouflaged Object Detection VIA Learnable Token Selection. - Zifan Yu; Erfan Bank Tavakoli; Meida Chen; Suya You; Raghuveer Rao; Sanjeev Agarwal; Fengbo Ren (ICASSP, 2024)

FSpGEMM: A Framework for Accelerating Sparse General Matrix-Matrix Multiplication Using Gustavson's Algorithm on FPGAs. - Erfan Bank Tavakoli; Michael Riera; Masudul Hassan Quraishi; Fengbo Ren (IEEE Trans. Very Large Scale Integr. Syst., 2024)

SAF: Scalable Acceleration Framework for dynamic and flexible scaling of FPGAs. - Masudul Hassan Quraishi; Michael Riera; Fengbo Ren; Aman Arora 001; Aviral Shrivastava (CoRR, 2025)