An Efficient CNN Accelerator Achieving High PE Utilization Using a Dense-/Sparse-Aware Redundancy Reduction Method and Data-Index Decoupling Workflow.

[BibT_eX]

[DOI]

Yishuo Meng

Chen Yang

IEEE Trans. Very Large Scale Integr. Syst., October, 2023

Frequency inception based graph neural network for relation prediction in knowledge graphs.

[BibT_eX]

[DOI]

FeiFei Wei

Kuizhi Mei

Knowl. Based Syst., October, 2023

DRGN: a dynamically reconfigurable accelerator for graph neural networks.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., July, 2023

A Noise-Driven Heterogeneous Stochastic Computing Multiplier for Heuristic Precision Improvement in Energy-Efficient DNNs.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., February, 2023

UAV Obstacle Avoidance by Human-in-the-Loop Reinforcement in Arbitrary 3D Environment.

[BibT_eX]

[DOI]

CoRR, 2023

Cascaded Bilinear Mapping Collaborative Hybrid Attention Modality Fusion Model.

[BibT_eX]

[DOI]

Jiayu Zhao

Kuizhi Mei

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

ExpoNAS: Using Exposure-based Candidate Exclusion to Reduce NAS Space for Heterogeneous Pipeline of CNNs.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

2022

A Sparse CNN Accelerator for Eliminating Redundant Computations in Intra- and Inter-Convolutional/Pooling Layers.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2022

Structure-based graph convolutional networks with frequency filter.

[BibT_eX]

[DOI]

FeiFei Wei

Mingzhu Ping

Kuizhi Mei

Pattern Recognit. Lett., 2022

Semi-supervised regression with manifold: A Bayesian deep kernel learning approach.

[BibT_eX]

[DOI]

Lu Xu

Chen Hu

Kuizhi Mei

Neurocomputing, 2022

SDF-SLAM: A Deep Learning Based Highly Accurate SLAM Using Monocular Camera Aiming at Indoor Map Reconstruction With Semantic and Depth Fusion.

[BibT_eX]

[DOI]

IEEE Access, 2022

2021

Integrating Part of Speech Guidance for Image Captioning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Improve Regression Network on Depth Hand Pose Estimation With Auxiliary Variable.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

A Survey of Machine Learning and Deep Learning Based DGA Detection Techniques.

[BibT_eX]

[DOI]

Amr M. H. Saeed

Danghui Wang

Hamas A. M. Alnedhari

Kuizhi Mei

Jihe Wang

Proceedings of the Smart Computing and Communication - 6th International Conference, 2021

A Hop-Parity-Involved Task Schedule for Lightweight Racetrack-Buffer in Energy-Efficient NoCs.

[BibT_eX]

[DOI]

Proceedings of the Smart Computing and Communication - 6th International Conference, 2021

Colorful Reconstruction from Solid-State-LiDAR and Monocular Version.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

Attention Residual Network with 3D convolutional neural network for 3D Human Pose Estimation.

[BibT_eX]

[DOI]

Jianyu Yan

Kuizhi Mei

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

A Low-cost and Robust Mapping and Relocalization Method Base on Lidar Inertial Odometry.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

A Survey of Stochastic Computing in Energy-Efficient DNNs On-Edge.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

A Heterogeneous Stochastic Computing Multiplier for Universally Accurate and Energy-Efficient DNNs.

[BibT_eX]

[DOI]

Scene-Perception Graph Convolutional Networks for Human Action Prediction.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

A Light-Weight Stereo Matching Network with Color Guidance Refinement.

[BibT_eX]

[DOI]

Proceedings of the Cognitive Systems and Signal Processing - 5th International Conference, 2020

An Efficient System for Predicting Hand-Object Contact Probability Based on RGB Image Sequences.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Advanced Computational Intelligence, 2020

AutoGesNet: Auto Gesture Recognition Network Based on Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Advanced Computational Intelligence, 2020

2019

Exploiting Mid-Level Semantics for Large-Scale Complex Video Classification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Learning multi-layer coarse-to-fine representations for large-scale image classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

A Novel Compression Algorithm for Hardware-Oriented Gradient Boosting Decision Tree Classification Model.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Methodologies - 15th International Conference, 2019

Deep Conditional Variational Estimation for Depth-Based Hand Poses.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Collaborative Implementation of Hardware-Oriented GBDT Compress Algorithm Based on DSP+FPGA.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on ASIC, 2019

2018

Hierarchical and Parallel Pipelined Heterogeneous SoC for Embedded Vision Processing.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

From Text to Video: Exploiting Mid-Level Semantics for Large-Scale Video Classification.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Automatic Parallelization for Binary on Multi-core Platforms.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Computer Science and Application Engineering, 2018

2016

Improving the Area Efficiency of ACO-Based Routing by Directional Pheromone in Large-Scale NoCs.

[BibT_eX]

[DOI]

Yuhai Li

Kuizhi Mei

Yuehu Liu

Microprocess. Microsystems, 2016

Hierarchical learning of large-margin metrics for large-scale image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2016

2015

Coarse-grained Dynamically Reconfigurable Processor for Vision Pre-Processing.

[BibT_eX]

[DOI]

Bin Zhang

Kuizhi Mei

Nanning Zheng

J. Signal Process. Syst., 2015

Hierarchical Classification of Large-Scale Patient Records for Automatic Treatment Stratification.

[BibT_eX]

[DOI]

Kuizhi Mei

Jinye Peng

Ling Gao

Naiquan (Nigel) Zheng

Jianping Fan

IEEE J. Biomed. Health Informatics, 2015

Training more discriminative multi-class classifiers for hand detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Cost-sensitive learning of hierarchical tree classifiers for large-scale image classification and novel category detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Matrix computing coprocessor for an embedded system.

[BibT_eX]

[DOI]

Bin Zhang

Kuizhi Mei

Jizhong Zhao

Microprocess. Microsystems, 2015

A real-time hand detection system based on multi-feature.

[BibT_eX]

[DOI]

Neurocomputing, 2015

A high-efficient floating point coprocessor for SPARC Leon2 embedded processor.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE 11th International Conference on ASIC, 2015

2014

Learning group-based dictionaries for discriminative image representation.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Design of write merging and read prefetching buffer in DRAM controller for embedded processor.

[BibT_eX]

[DOI]

Chen Zhao

Kuizhi Mei

Nanning Zheng

Microprocess. Microsystems, 2014

LDBR: Low-deflection bufferless router for cost-sensitive network-on-chip design.

[BibT_eX]

[DOI]

Microprocess. Microsystems, 2014

A distributed approach for large-scale classifier training and image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Application-driven dynamic bandwidth allocation for two-layer network-on-chip design.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2014

Task-Driven Image Retrieval Using Geographic Information.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

2013

Reconfigurable Processor for Binary Image Processing.

[BibT_eX]

[DOI]

Bin Zhang

Kuizhi Mei

Nanning Zheng

IEEE Trans. Circuits Syst. Video Technol., 2013

A virtual touch event method using scene recognition for digital television.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., 2013

Training inter-related classifiers for automatic image classification and annotation.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Interactive Poisson Photometric Propagation for Facial Composite.

[BibT_eX]

[DOI]

J. Multim., 2013

Constructing Hierarchical Visual Tree for Discriminative Image Representation and Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2013, 2013

REPAIR: A Reliable Partial-Redundancy-Based Router in NoC.

[BibT_eX]

[DOI]

Lei Xie

Kuizhi Mei

Yuhai Li

Proceedings of the IEEE Eighth International Conference on Networking, 2013

Parallelization and Optimization of SIFT on GPU Using CUDA.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

2012

R+S: An application-specific hybrid on-chip network based on self-adaptive optimization for communication.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Intelligent Signal Processing and Communications Systems, 2012

2011

Analytical Drain Current Modeling of Dual-Material Surrounding-Gate MOSFETs.

[BibT_eX]