Yu Bai - RankMe

47 papers A* 1A 5C 1Misc 2Journal 17Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Tensortrim: dynamic tensor-train decomposition for efficient neural network compression. Int. J. Mach. Learn. Cybern. Shiyi Luo, Mingshuo Liu, Yunduan Lou, Pu Sun, Yifeng Yu, Shangping Ren, Yu Bai
2024	J	`jnl`	An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design. CoRR Mingshuo Liu, Shiyi Luo, Kevin Han, Bo Yuan, Ronald F. DeMara, Yu Bai
2024	J	`jnl`	Collaboration of AI, big data, and blockchain in Internet of Things (IoT): Emerging trends and perspectives. Internet Things Yunchuan Sun, Yu Bai, Zhangbing Zhou
2024	—	`conf`	Educational Tool-spaces for Convolutional Neural Network FPGA Design Space Exploration Using High-Level Synthesis. ACM Great Lakes Symposium on VLSI Richard C. Yarnell, Mousam Hossain, Raul Graterol, Ayush Pindoria, Sujan Ghimire, Muhtasim Alam Chowdhury, Soheil Salehi, Yu Bai, Ronald F. DeMara
2024	—	`conf`	Innovative Applications of AI and 3D Printing in Digital Dentistry: Enhancing Accuracy and Efficiency in Dental Care. IIKI Giovanni Martinez, Kevin Huang, Yunduan Lou, Yu Bai
2024	J	`jnl`	Swin-MSP: A Shifted Windows Masked Spectral Pretraining Model for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Rui Tian, Danqing Liu, Yu Bai, Yu Jin, Guanliang Wan, Yanhui Guo
2023	J	`jnl`	Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train. Internet Things Mingshuo Liu, Miao Yin, Kevin Han, Ronald F. DeMara, Bo Yuan, Yu Bai
2023	—	`conf`	Locality-sensing Fast Neural Network (LFNN): An Efficient Neural Network Acceleration Framework via Locality Sensing for Real-time Videos Queries. ISQED Xiaotian Ma, Jiaqi Tang, Yu Bai
2022	—	`conf`	Hardware Oriented Strip-wise Optimization (HOSO) Framework for Efficient Deep Neural Network. SOCC Xiaotian Ma, Kevin Han, Yucheng Yang, Ronald F. DeMara, Yu Bai
2021	—	`conf`	An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design. ASAP Mingshuo Liu, Shiyi Luo, Kevin Han, Bo Yuan, Ronald F. DeMara, Yu Bai
2021	—	`conf`	An Efficient Video Prediction Recurrent Network using Focal Loss and Decomposed Tensor Train for Imbalance Dataset. ACM Great Lakes Symposium on VLSI Mingshuo Liu, Kevin Han, Shiyi Luo, Mingze Pan, Mousam Hossain, Bo Yuan, Ronald F. DeMara, Yu Bai
2021	J	`jnl`	Low-Energy Acceleration of Binarized Convolutional Neural Networks Using a Spin Hall Effect Based Logic-in-Memory Architecture. IEEE Trans. Emerg. Top. Comput. Ashkan Samiee, Payal Borulkar, Ronald F. DeMara, Peiyi Zhao, Yu Bai
2020	—	`conf`	Supervised Sentiment Analysis of Twitter Handle of President Trump with Data Visualization Technique. CCWC Kalyan Sahu, Yu Bai, Yoonsuk Choi
2019	Misc	`conf`	Compressing Deep Neural Networks Using Toeplitz Matrix: Algorithm Design and Fpga Implementation. ICASSP Siyu Liao, Ashkan Samiee, Chunhua Deng, Yu Bai, Bo Yuan
2019	J	`jnl`	Energy Efficient Mobile Service Computing With Differential Spintronic-C-Elements: A Logic-in-Memory Asynchronous Computing Paradigm. IEEE Access Ashkan Samiee, Yunchuan Sun, Ronald F. DeMara, Yoonsuk Choi, Yu Bai
2019	J	`jnl`	High Efficient Deep Feature Extraction and Classification of Spectral-Spatial Hyperspectral Image Using Cross Domain Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yanhui Guo, Han Cao, Jianjun Bai, Yu Bai
2019	J	`jnl`	Hyperspectral image classification with SVM and guided filter. EURASIP J. Wirel. Commun. Netw. Yanhui Guo, Xijie Yin, Xuechen Zhao, Dongxin Yang, Yu Bai
2019	J	`jnl`	Information, knowledge, and semantics for interacting with Internet-of-Things. Comput. Networks Yunchuan Sun, Xiuzhen Cheng, Yu Bai, Jiguo Yu
2019	—	`conf`	Multimodal Biometrics for Enhanced IoT Security. CCWC Oscar Olazabal, Mikhail I. Gofman, Yu Bai, Yoonsuk Choi, Noel Sandico, Sinjini Mitra, Kevin Pham
2019	J	`jnl`	Robust and Large-Scale Convolution through Stochastic-Based Processing without Multipliers. IEEE Trans. Emerg. Top. Comput. Mohammed Alawad, Yu Bai, Ronald F. DeMara, Mingjie Lin
2019	—	`ch.`	Security, Privacy, and Usability Challenges in Selfie Biometrics. Selfie Biometrics Mikhail I. Gofman, Sinjini Mitra, Yu Bai, Yoonsuk Choi
2018	J	`jnl`	An Adaptive SVR for High-Frequency Stock Price Forecasting. IEEE Access Yanhui Guo, Siming Han, Chuanhe Shen, Ying Li, Xijie Yin, Yu Bai
2018	J	`jnl`	Clockless Spintronic Logic: A Robust and Ultra-Low Power Computing Paradigm. IEEE Trans. Computers Yu Bai, Ronald F. DeMara, Jia Di, Mingjie Lin
2018	—	`conf`	FRLDM: Empowering K-nearest Neighbor (KNN) through FPGA-based Reduced-rank Local Distance Metric. IEEE BigData Ashkan Samiee, Yinjie Huang, Yu Bai
2018	—	`conf`	Leveraging Spintronic Devices for Efficient Approximate Logic and Stochastic Neural Networks. ACM Great Lakes Symposium on VLSI Shaahin Angizi, Zhezhi He, Yu Bai, Jie Han, Mingjie Lin, Ronald F. DeMara, Deliang Fan
2018	—	`conf`	Performance evaluation of ternary computation in SRAM design using graphene nanoribbon field effect transistors. CCWC Divya Geethakumari Anil, Yu Bai, Yoonsuk Choi
2018	J	`jnl`	Spectral-Spatial HyperspectralImage Classification With K-Nearest Neighbor and Guided Filter. IEEE Access Yanhui Guo, Han Cao, Siming Han, Yunchuan Sun, Yu Bai
2018	J	`jnl`	Stochastic-Based Synapse and Soft-Limiting Neuron with Spintronic Devices for Low Power and Robust Artificial Neural Networks. IEEE Trans. Multi Scale Comput. Syst. Yu Bai, Deliang Fan, Mingjie Lin
2017	—	`conf`	A Spin-Orbit Torque based Cellular Neural Network (CNN) Architecture. ACM Great Lakes Symposium on VLSI Yu Bai, X. Sharon Hu, Ronald F. DeMara, Mingjie Lin
2017	J	`jnl`	CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-CirculantWeight Matrices. CoRR Caiwen Ding, Siyu Liao, Yanzhi Wang, Zhe Li, Ning Liu, Youwei Zhuo, Chao Wang, Xuehai Qian, Yu Bai, Geng Yuan, Xiaolong Ma, Yipeng Zhang, Jian Tang, Qinru Qiu, Xue Lin, Bo Yuan
2017	A*	`conf`	CirCNN: accelerating and compressing deep neural networks using block-circulant weight matrices. MICRO Caiwen Ding, Siyu Liao, Yanzhi Wang, Zhe Li, Ning Liu, Youwei Zhuo, Chao Wang, Xuehai Qian, Yu Bai, Geng Yuan, Xiaolong Ma, Yipeng Zhang, Jian Tang, Qinru Qiu, Xue Lin, Bo Yuan
2017	—	`conf`	High efficient reconfigurable PUF through spin hall-induced coupled-oscillators. MWSCAS Azadeh Famili, Yoonsuk Choi, Yu Bai
2017	—	`conf`	K-Nearest Neighbor combined with guided filter for hyperspectral image classification. IIKI Yanhui Guo, Siming Han, Ying Li, Cuifen Zhang, Yu Bai
2016	—	`conf`	Artificial Haze Immune Algorithm for Image Processing. IIKI Yanhui Guo, Lin Meng, Xiaobing Tang, Yufeng Shi, Han Cao, Yu Bai
2016	A	`conf`	Stochastic-Based Spin-Programmable Gate Array with Emerging MTJ Device Technology (Abstract Only). FPGA Yu Bai, Mingjie Lin
2016	—	`conf`	Ultra-Robust Null Convention Logic Circuit with Emerging Domain Wall Devices. ACM Great Lakes Symposium on VLSI Yu Bai, Bo Hu, Weidong Kuang, Mingjie Lin
2015	A	`conf`	Energy-Efficient Discrete Signal Processing with Field Programmable Analog Arrays (FPAAs). FPGA Yu Bai, Mingjie Lin
2015	—	`conf`	Universal Random Number Generation with Field-Programmable Analog Array and Magnetic Tunneling Junction (MTJ) Devices. CIT/IUCC/DASC/PICom Yu Bai, Mingjie Lin
2014	A	`conf`	Energy-efficient multiplier-less discrete convolver through probabilistic domain transformation. FPGA Mohammed Alawad, Yu Bai, Ronald F. DeMara, Mingjie Lin
2014	A	`conf`	Optimally mitigating BTI-induced FPGA device aging with discriminative voltage scaling (abstract only). FPGA Yu Bai, Mohammed Alawad, Mingjie Lin
2014	—	`conf`	Stochastically computing discrete Fourier transform with reconfigurable digital fabric. ReConFig Yu Bai, Mingjie Lin
2013	Misc	`conf`	Boosting Memory Performance of Many-Core FPGA Device through Dynamic Precedence Graph. FCCM Yu Bai, Abigail Fuentes-Rivera, Michael Riera, Mohammed Alawad, Mingjie Lin
2013	A	`conf`	Exploiting algorithmic-level memory parallelism in distributed logic-memory architecture through hardware-assisted dynamic graph (abstract only). FPGA Yu Bai, Abigail Fuentes-Rivera, Mingjie Lin, Mike Riera
2013	—	`conf`	Improving memory performance in reconfigurable computing architecture through hardware-assisted dynamic graph. ReConFig Yu Bai, Mohammed Alawad, Michael Riera, Mingjie Lin
2012	J	`jnl`	Selectively Fortifying Reconfigurable Computing Device to Achieve Higher Error Resilience. J. Electr. Comput. Eng. Mingjie Lin, Yu Bai, John Wawrzynek
2011	C	`conf`	Design of Asynchronous Circuits on FPGAs for Soft Error Tolerance. DSD Yu Bai, Weidong Kuang
2011	—	`conf`	Discriminatively Fortified Computing with Reconfigurable Digital Fabric. HASE Mingjie Lin, Yu Bai, John Wawrzynek