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Viewing Publication 1 - 99 from 99

2024

Enhancing Graph Random Walk Acceleration via Efficient Dataflow and Hybrid Memory ArchitectureYingxue Gao, Teng Wang, Lei Gong, Chao Wang, Yiqing Hu, Yi Yang, Zhongming Liu, Xi Li, Xuehai Zhou. TC, 73(3):887-901, March 2024. [doi]

Local Subsequence-Based Distribution for Time Series ClusteringLei Gong, Hang Zhang, Zongyou Liu, Kai Ming Ting, Yang Cao, Ye Zhu 0002. pakdd 2024: 259-270 [doi]

SDAC: A Multimodal Synthetic Dataset for Anomaly and Corner Case Detection in Autonomous DrivingLei Gong, Yu Zhang 0086, Yingqing Xia, Yanyong Zhang, Jianmin Ji. AAAI 2024: 1914-1922 [doi]

Machine Learning-enhanced loT and Wireless Sensor Networks for predictive analysis and maintenance in wind turbine systemsLei Gong, Yanhui Chen. ijin, 5:133-144, 2024. [doi]

The Influence of PID Controller Parameters on Polarity Switching Control for Unbalance Compensation of Active Magnetic Bearings Rotor SystemsLei Gong, Changsheng Zhu. tie, 71(8):8324-8338, August 2024. [doi]

A new distributional treatment for time series anomaly detectionKai Ming Ting, Zongyou Liu, Lei Gong, Hang Zhang, Ye Zhu 0002. vldb, 33(3):753-780, May 2024. [doi]

Making it safe: linking healthcare workers' social media use to task performance during public health crisesYouying Wang, Shuqin Zhang, Lei Gong, Qian Huang 0001. imds, 124(2):761-785, 2024. [doi]

2023

Algorithm/Hardware Co-Optimization for Sparsity-Aware SpMM Acceleration of GNNsYingxue Gao, Lei Gong, Chao Wang 0003, Teng Wang, Xi Li 0003, Xuehai Zhou. tcad, 42(12):4763-4776, December 2023. [doi]

FastRW: A Dataflow-Efficient and Memory-Aware Accelerator for Graph Random Walk on FPGAsYingxue Gao, Teng Wang, Lei Gong, Chao Wang 0003, Xi Li, Xuehai Zhou. date 2023: 1-6 [doi]

Enabling Fast and Memory-Efficient Acceleration for Pattern Matching Workloads: The Lightweight Automata Processing EngineLei Gong, Chao Wang 0003, Haojun Xia, Xianglan Chen, Xi Li 0003, Xuehai Zhou. TC, 72(4):1011-1025, April 2023. [doi]

AHY-SLAM: Toward Faster and More Accurate Visual SLAM in Dynamic Scenes Using Homogenized Feature Extraction and Object Detection MethodHan Gong, Lei Gong, Tianbing Ma, Zhicheng Sun 0003, Liang Li. sensors, 23(9):4241, 2023. [doi]

A flexible dataflow CNN accelerator on FPGAHaoran Li, Lei Gong, Chao Wang 0003, Xuehai Zhou. ccgrid 2023: 302-304 [doi]

NeuralMAE: Data-Efficient Neural Architecture Predictor with Masked AutoencoderQiaochu Liang, Lei Gong, Chao Wang 0003, Xuehai Zhou, Xi Li 0003. prcv 2024: 142-154 [doi]

Work-in-Progress: NAPMAE: Generalized Data-Efficient Neural Architecture Predictor with Masked AutoencoderQiaochu Liang, Lei Gong, Chao Wang, Xuehai Zhou, Xi Li 0003. codesisss 2023: 48-49 [doi]

NAF: Deeper Network/Accelerator Co-Exploration for Customizing CNNs on FPGAWenqi Lou, Jiaming Qian, Lei Gong, Xuan Wang, Chao Wang 0003, Xuehai Zhou. date 2023: 1-6 [doi]

Energy-Saving Strategy Based on Image Super-Resolution for Wireless Image Sensor Networks Assisted by CloudYalin Nie, Lei Gong, Zeyu Sun. ijprai, 37(8), June 2023. [doi]

Sparse-HeteroCL: From Sparse Tensor Algebra to Highly Customized Accelerators on FPGAsJize Pang, Lei Gong, Chao Wang 0003, Xuehai Zhou. ccgrid 2023: 290-292 [doi]

Continuous attractors of fuzzy coupled recurrent neural networksZhixin Pang, Jiali Yu, Jiazhang Wu, Bisen Liu, Chunxiao Wang, Zhang Yi, Qingyu Huang, Lei Gong. ijcm, 100(4):909-926, April 2023. [doi]

Enabling Elastic Resource Management in Cloud FPGAs via A Multi-layer Collaborative ApproachWenbin Teng, Lei Gong, Chao Wang 0003, Xuehai Zhou. fccm 2023: 242-244 [doi]

hAP: A Spatial-von Neumann Heterogeneous Automata Processor with Optimized Resource and IO Overhead on FPGAXuan Wang, Lei Gong, Jing Cao, Wenqi Lou, Weiya Wang, Chao Wang, Xuehai Zhou. fpga 2023: 185-196 [doi]

Late Fusion Multiple Kernel Clustering With Local Kernel Alignment MaximizationTiejian Zhang, Xinwang Liu, Lei Gong, Siwei Wang, Xin Niu, Li Shen. tmm, 25:993-1007, 2023. [doi]

DataMaster: A GNN-based Data Type Optimizer for Dataflow Design in FPGAZheyuan Zou, Lei Gong, Chao Wang 0003, Xuehai Zhou. fccm 2023: 247-249 [doi]

2022

Conv-inheritance: A hardware-efficient method to compress convolutional neural networks for edge applicationsYang Yang 0080, Chao Wang 0003, Lei Gong, Min Wu, Xuehai Zhou. ijon, 487:172-180, 2022. [doi]

SDMA: An Efficient and Flexible Sparse-Dense Matrix-Multiplication Architecture for GNNsYingxue Gao, Lei Gong, Chao Wang, Teng Wang, Xuehai Zhou. fpl 2022: 307-312 [doi]

Work-in-Progress: HeteroRW: A Generalized and Efficient Framework for Random Walks in Graph AnalysisYingxue Gao, Lei Gong, Chao Wang 0003, Xuehai Zhou. codesisss 2022: 9-10 [doi]

Interactive Semantic Segmentation With Weak SupervisionLei Gong, Da-Han Wang, Yun Wu, Haili Ye, Chenyan Zhu. iccai 2022: 505-510 [doi]

Attributed Graph Clustering with Dual Redundancy ReductionLei Gong, Sihang Zhou, Wenxuan Tu, Xinwang Liu. IJCAI 2022: 3015-3021 [doi]

Machining Hole Feature Recognition Method and Application for Manufacturability CheckLei Gong, Xianmou Xue, Tongbao Wang, Teng Wu, Hui Zhang, Zhiqin Meng. icvars 2022: 76-84 [doi]

OctCNN: A High Throughput FPGA Accelerator for CNNs Using Octave Convolution AlgorithmWenqi Lou, Lei Gong, Chao Wang 0003, Zidong Du, Xuehai Zhou. TC, 71(8):1847-1859, 2022. [doi]

Inductive predictions of hydrologic events using a Long Short-Term Memory network and the Soil and Water Assessment ToolNicholas Majeske, Xuesong Zhang, McKailey Sabaj, Lei Gong, Chen Zhu, Ariful Azad. envsoft, 152:105400, 2022. [doi]

Work-in-Progress: BloCirNN: An Efficient Software/hardware Codesign Approach for Neural Network Accelerators with Block-Circulant MatrixYunji Qin, Lei Gong, Zhendong Zheng, Chao Wang 0003. codesisss 2022: 7-8 [doi]

WGeod: A General and Efficient FPGA Accelerator for Object DetectionZihan Wang, Mengying Zhao, Lei Gong, Chao Wang. bdcloud 2022: 730-738 [doi]

Multi-clusters: An Efficient Design Paradigm of NN Accelerator Architecture Based on FPGATeng Wang, Lei Gong, Chao Wang 0003, Yang Yang 0080, Yingxue Gao. npc 2022: 143-154 [doi]

ViA: A Novel Vision-Transformer Accelerator Based on FPGATeng Wang, Lei Gong, Chao Wang 0003, Yang Yang 0080, Yingxue Gao, Xuehai Zhou, Huaping Chen 0001. tcad, 41(11):4088-4099, 2022. [doi]

Cluster Analysis of Trip Purpose Based on Residents' Travel CharacteristicHuang Wei, Lei Gong, Qin Luo, Tian Lei. icite 2022: 574-579 [doi]

2021

GenSeq+: A Scalable High-Performance Accelerator for Genome SequencingChao Wang 0003, Lei Gong, Shiming Lei, Haijie Fang, Xi Li 0003, Aili Wang 0003, Xuehai Zhou. tcbb, 18(4):1512-1523, 2021. [doi]

Tinker: A Middleware for Deploying Multiple NN-Based Applications on a Single MachineChao Wang 0003, Lihui Jin, Lei Gong, Chongchong Xu, Yahui Hu, Luchao Tan, Xuehai Zhou. tcad, 40(7):1495-1499, 2021. [doi]

An FPGA Based Accelerator for Clustering Algorithms With Custom InstructionsChao Wang 0003, Lei Gong, Fahui Jia, Xuehai Zhou. TC, 70(5):725-732, 2021. [doi]

SOLAR: Services-Oriented Deep Learning Architectures-Deep Learning as a ServiceChao Wang 0003, Lei Gong, Xi Li 0003, Qi Yu, Aili Wang 0003, Patrick Hung, Xuehai Zhou. tsc, 14(1):262-273, 2021. [doi]

Improving HW/SW Adaptability for Accelerating CNNs on FPGAs Through A Dynamic/Static Co-Reconfiguration ApproachLei Gong, Chao Wang 0003, Xi Li 0003, Xuehai Zhou. tpds, 32(7):1854-1865, 2021. [doi]

Four-Factor Polarity Switching Control for Synchronous Vibration Suppression of Active Magnetic Bearings Rigid Rotors System in the Full Rotational Speed RangeLei Gong, Chang-sheng Zhu. tie, 68(12):11870-11880, 2021. [doi]

Synchronous Vibration Control for Magnetically Suspended Rotor System Using a Variable Angle Compensation AlgorithmLei Gong, Chang-sheng Zhu. tie, 68(8):6547-6559, 2021. [doi]

Vibration Suppression for Magnetically Levitated High-Speed Motors Based on Polarity Switching Tracking Filter and Disturbance ObserverLei Gong, Chang-sheng Zhu. tie, 68(6):4667-4678, 2021. [doi]

3D Object Detection on Voxels in Spherical Coordinate SystemXing Guo, Yu Zhang, Lei Gong, Yanyong Zhang. bigcom 2021: 286-293 [doi]

FEAS: A Faster Event-driven Accelerator Supporting Inhibitory Spiking Neural NetworkSongsong Li, Lei Gong, Teng Wang, Chao Wang, Xuehai Zhou. paap 2021: 14-18 [doi]

Neural Network Instruction Set Extension and Code Mapping MechanismWenqi Lou, Chao Wang 0003, Lei Gong, Xuehai Zhou. ijsi, 11(2):243-258, 2021. [doi]

Extracting Key Traffic Parameters from UAV Video with On-Board Vehicle Data ValidationDonghui Shan, Tian Lei, Xiaohong Yin, Qin Luo, Lei Gong. sensors, 21(16):5620, 2021. [doi]

UH-JLS: A Parallel Ultra-High Throughput JPEG-LS Encoding Architecture for Lossless Image CompressionXuan Wang, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou. iccd 2021: 335-343 [doi]

LAP: A Lightweight Automata Processor for Pattern Matching TasksHaojun Xia, Lei Gong, Chao Wang, Xianglan Chen, Xuehai Zhou. date 2021: 844-849 [doi]

Vapor: A GPU Sharing Scheduler with Communication and Computation Pipeline for Distributed Deep LearningXiaorui Zhu, Lei Gong, Zongwei Zhu, Xuehai Zhou. ispa 2021: 108-116 [doi]

2020

A Ubiquitous Machine Learning Accelerator With Automatic Parallelization on FPGAChao Wang 0003, Lei Gong, Xi Li 0003, Xuehai Zhou. tpds, 31(10):2346-2359, 2020. [doi]

WooKong: A Ubiquitous Accelerator for Recommendation Algorithms With Custom Instruction Sets on FPGAChao Wang 0003, Lei Gong, Xiang Ma, Xi Li, Xuehai Zhou. TC, 69(7):1071-1082, 2020. [doi]

Optimize Train Operation Plan of Urban Rail Transit Including Temporal Variation of Passenger Ridership During the DayYang Cai, Qin Luo, Wei Li 0122, Lei Gong. icite 2020: 508-512 [doi]

Optimization of Capacity Utilization of High-Speed Railway NetworkWeilong Chen, Qin Luo, Wei Li 0122, Lei Gong. icite 2020: 224-228 [doi]

FutureWater Indiana: A science gateway for spatio-temporal modeling of water in Wabash basin with a focus on climate changeJennifer R. Dierauer, Chen Zhu, Lei Gong, Alan Walsh, Sudhakar Pamidighantam, Jun Wang, Marcus Christie, Eroma Abeysinghe. xsede 2020: 252-261 [doi]

WiderFrame: An Automatic Customization Framework for Building CNN Accelerators on FPGAs: Work-in-ProgressLei Gong, Chao Wang, Xi Li 0003, Xuehai Zhou. codes 2020: 5-7 [doi]

Immersion and Invariance Manifold Adaptive Control of the DC-Link Voltage in Flywheel Energy Storage System DischargeLei Gong, Meng Wang, Chang-sheng Zhu. access, 8:144489-144502, 2020. [doi]

Lightweight Map-Enhanced 3D Object Detection and Tracking for Autonomous DrivingLei Gong, ShunHong Wang, Yu Zhang, Yanyong Zhang, Jianmin Ji. internetware 2020: 165-174 [doi]

Chameleon: Image Style Transfer Based on Image Classification NetworksHaobo Li, Ratan Dey, Lei Gong, Chao Wang 0003. hpcc 2020: 772-777 [doi]

OctCNN: An Energy-Efficient FPGA Accelerator for CNNs using Octave Convolution AlgorithmWenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou. cluster 2020: 410-411 [doi]

Dimensionality Reduction Using Discriminant Collaborative Locality Preserving ProjectionsGuoqiang Wang, Lei Gong, Yajun Pang, Nianfeng Shi. npl, 51(1):611-638, 2020. [doi]

WinoNN: Optimizing FPGA-Based Convolutional Neural Network Accelerators Using Sparse Winograd AlgorithmXuan Wang, Chao Wang 0003, Jing Cao, Lei Gong, Xuehai Zhou. tcad, 39(11):4290-4302, 2020. [doi]

ConvCloud: An Adaptive Convolutional Neural Network Accelerator on Cloud FPGAsYang Yang, Chao Wang, Lei Gong, Xuehai Zhou. fpga 2020: 313 [doi]

2019

2018

Threat Modeling for Cyber Range: An Ontology-Based ApproachLei Gong, Yu Tian. csps 2020: 1055-1062 [doi]

MALOC: A Fully Pipelined FPGA Accelerator for Convolutional Neural Networks With All Layers Mapped on ChipLei Gong, Chao Wang, Xi Li 0003, Huaping Chen, Xuehai Zhou. tcad, 37(11):2601-2612, 2018. [doi]

Furion: alleviating overheads for deep learning framework on single machine (work-in-progress)Lihui Jin, Chao Wang, Lei Gong, Chongchong Xu, Yahui Hu, Luchao Tan, Xuehai Zhou. codes 2018: 14 [doi]

Sensor Alignment for Ballistic Trajectory Estimation via Sparse RegularizationDong Li, Lei Gong. information, 9(10):255, 2018. [doi]

SparseNN: A Performance-Efficient Accelerator for Large-Scale Sparse Neural NetworksYuntao Lu, Chao Wang, Lei Gong, Xuehai Zhou. ijpp, 46(4):648-659, 2018. [doi]

UniCNN: A Pipelined Accelerator Towards Uniformed Computing for CNNsFan Sun, Chao Wang, Lei Gong, YiWei Zhang, Chongchong Xu, Yuntao Lu, Xi Li 0003, Xuehai Zhou. ijpp, 46(4):776-787, 2018. [doi]

Domino: Graph Processing Services on Energy-Efficient Hardware AcceleratorChongchong Xu, Chao Wang, Lei Gong, Lihui Jin, Xi Li, Xuehai Zhou. icws 2018: 274-281 [doi]

Domino: An Asynchronous and Energy-efficient Accelerator for Graph Processing: (Abstract Only)Chongchong Xu, Chao Wang, YiWei Zhang, Lei Gong, Xi Li, Xuehai Zhou. fpga 2018: 289 [doi]

2017

A power-efficient and high performance FPGA accelerator for convolutional neural networks: work-in-progressLei Gong, Chao Wang, Xi Li 0003, Huaping Chen, Xuehai Zhou. codes 2017: [doi]

A high-performance FPGA accelerator for sparse neural networks: work-in-progressYuntao Lu, Lei Gong, Chongchong Xu, Fan Sun, YiWei Zhang, Chao Wang, Xuehai Zhou. cases 2017: [doi]

Consumer free riding: Coordinating sales effort in a dual-channel supply chainXujin Pu, Lei Gong, Xiaohua Han. ecra, 22:1-12, 2017. [doi]

A Power-Efficient Accelerator for Convolutional Neural NetworksFan Sun, Chao Wang, Lei Gong, Chongchong Xu, YiWei Zhang, Yuntao Lu, Xi Li, Xuehai Zhou. cluster 2017: 631-632 [doi]

A High-Performance Accelerator for Large-Scale Convolutional Neural NetworksFan Sun, Chao Wang, Lei Gong, Chongchong Xu, YiWei Zhang, Yuntao Lu, Xi Li, Xuehai Zhou. ispa 2017: 622-629 [doi]

xFilter: A Temporal Locality Accelerator for Intrusion Detection System ServicesChao Wang, Jinhong Zhou, Lei Gong, Xi Li, Aili Wang, Xuehai Zhou. icws 2017: 373-380 [doi]

FPGA Based Big Data Accelerator Design in Teaching Computer Architecture and OrganizationChao Wang, Yuming Cheng, Lei Gong, Bo Wan, Aili Wang, Xi Li, Xuehai Zhou. CyPhy 2019: 145-158 [doi]

GenServ: Genome Sequencing Services on Scalable Energy Efficient AcceleratorsChao Wang, Haijie Fang, Shiming Lei, Lei Gong, Aili Wang, Xi Li, Xuehai Zhou. icws 2017: 814-817 [doi]

DLAU: A Scalable Deep Learning Accelerator Unit on FPGAChao Wang, Lei Gong, Qi Yu, Xi Li, Yuan Xie, Xuehai Zhou. tcad, 36(3):513-517, 2017. [doi]

OmniGraph: A Scalable Hardware Accelerator for Graph ProcessingChongchong Xu, Chao Wang, Lei Gong, Yuntao Lu, Fan Sun, YiWei Zhang, Xi Li, Xuehai Zhou. cluster 2017: 623-624 [doi]

Evaluation and Trade-offs of Graph Processing for Cloud ServicesChongchong Xu, Jinhong Zhou, Yuntao Lu, Fan Sun, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou. icws 2017: 420-427 [doi]

Implementation and Optimization of the Accelerator Based on FPGA Hardware for LSTM NetworkYiWei Zhang, Chao Wang, Lei Gong, Yuntao Lu, Fan Sun, Chongchong Xu, Xi Li, Xuehai Zhou. ispa 2017: 614-621 [doi]

A Power-Efficient Accelerator Based on FPGAs for LSTM NetworkYiWei Zhang, Chao Wang, Lei Gong, Yuntao Lu, Fan Sun, Chongchong Xu, Xi Li, Xuehai Zhou. cluster 2017: 629-630 [doi]

2015

Impacts of Seasonal Factors on Travel Behavior: Basic Analysis of GPS Trajectory Data for 8 MonthsMasahiro Araki, Ryo Kanamori, Lei Gong, Takayuki Morikawa. icserv 2017: 377-384 [doi]

2013

Expanding LTE network spectrum with cognitive radios: From concept to implementationJunfeng Xiao, Rose Qingyang Hu, Yi Qian, Lei Gong, Bo Wang. wc, 20(2):12-19, 2013. [doi]

2011

Application information flow non-interference transmission modelLei Gong, Lu Tian, Fulian Zhang. emeit 2011: 2306-2309 [doi]

The mathematical model based on the battle of BerlinJiuyong Zhang, Chuanqing Xu, Lei Gong, Dehui Yuan. fskd 2011: 2133-2136 [doi]

2010

Link availability prediction with radio irregularity coverage for mobile multi-hop networksYuebin Bai, Lei Gong. icl, 14(6):518-520, 2010. [doi]

Research on the Application Security Isolation ModelLei Gong, Yong Zhao, Jianhua Liao. eforensics 2011: 294-300 [doi]

A new method in the long-term mortality related With heart valve replacementChuanqing Xu, Lei Gong, Dehui Yuan, Shengyun Yang. fskd 2010: 2155-2158 [doi]

2008

Application of clustering structure in the hierarchical spectrum sharing network based on cognitive radioLei Gong, Jie Chen, Wanbin Tang, Shaoqian Li. crowncom 2011: 1-5 [doi]

Link Availability Prediction in Ad Hoc NetworksLei Gong, Yuebin Bai, Ming Chen, Depei Qian. icpads 2008: 423-428 [doi]

2007

Improving Networks Application-awareness with PoliciesYujun Chen, Yuebin Bai, Chao Li, Lei Gong. skg 2007: 588-589 [doi]

A QoS Oriented Network Service Architecture for Grid ApplicationsChao Li, Yuebin Bai, Yujun Chen, Shujuan Liu, Lei Gong, Depei Qian. fgcn 2007: 356-361 [doi]

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