Lei Gong

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 94

Top Venues

CODES+ISSS

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

CLUSTER

IEEE Trans. Computers

Publications

Lei Gong, Yu Zhang, Yingqing Xia, Yanyong Zhang, Jianmin Ji
SDAC: A Multimodal Synthetic Dataset for Anomaly and Corner Case Detection in Autonomous Driving. AAAI (2024)
Yutong Chen, Zhang Wen, Chao Wang, Lei Gong, Zhongchao Yi
PriorNet: A Novel Lightweight Network with Multidimensional Interactive Attention for Efficient Image Dehazing. CoRR (2024)
Yingxue Gao, Teng Wang, Lei Gong, Chao Wang, Yiqing Hu, Yi Yang, Zhongming Liu, Xi Li, Xuehai Zhou
Enhancing Graph Random Walk Acceleration via Efficient Dataflow and Hybrid Memory Architecture. IEEE Trans. Computers 73 (3) (2024)
Kai Ming Ting, Zongyou Liu, Lei Gong, Hang Zhang, Ye Zhu
A new distributional treatment for time series anomaly detection. VLDB J. 33 (3) (2024)
Lei Gong, Changsheng Zhu
The Influence of PID Controller Parameters on Polarity Switching Control for Unbalance Compensation of Active Magnetic Bearings Rotor Systems. IEEE Trans. Ind. Electron. 71 (8) (2024)
Lei Gong, Hang Zhang, Zongyou Liu, Kai Ming Ting, Yang Cao, Ye Zhu
Local Subsequence-Based Distribution for Time Series Clustering. PAKDD (1) (2024)
Youying Wang, Shuqin Zhang, Lei Gong, Qian Huang
Making it safe: linking healthcare workers' social media use to task performance during public health crises. Ind. Manag. Data Syst. 124 (2) (2024)
Yunji Qin, Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou
Enhancing Long Sequence Input Processing in FPGA-Based Transformer Accelerators through Attention Fusion. ACM Great Lakes Symposium on VLSI (2024)
Lei Gong, Zhiying Liu, Shuqin Zhang, Zihao Jiang
Does Open Innovation Promote Innovation Efficiency in Chinese Universities? IEEE Trans. Engineering Management 71 (2024)
Lei Gong, Wenxuan Tu, Sihang Zhou, Long Zhao, Zhe Liu, Xinwang Liu
Deep Fusion Clustering Network With Reliable Structure Preservation. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Lei Gong, Yanhui Chen
Machine Learning-enhanced loT and Wireless Sensor Networks for predictive analysis and maintenance in wind turbine systems. Int. J. Intell. Networks 5 (2024)
Zheyuan Zou, Lei Gong, Chao Wang, Xuehai Zhou
DataMaster: A GNN-based Data Type Optimizer for Dataflow Design in FPGA. FCCM (2023)
Jize Pang, Lei Gong, Chao Wang, Xuehai Zhou
Sparse-HeteroCL: From Sparse Tensor Algebra to Highly Customized Accelerators on FPGAs. CCGridW (2023)
Zhixin Pang, Jiali Yu, Jiazhang Wu, Bisen Liu, Chunxiao Wang, Zhang Yi, Qingyu Huang, Lei Gong
Continuous attractors of fuzzy coupled recurrent neural networks. Int. J. Comput. Math. 100 (4) (2023)
Haoran Li, Lei Gong, Chao Wang, Xuehai Zhou
A flexible dataflow CNN accelerator on FPGA. CCGridW (2023)
Xuan Wang, Lei Gong, Jing Cao, Wenqi Lou, Weiya Wang, Chao Wang, Xuehai Zhou
hAP: A Spatial-von Neumann Heterogeneous Automata Processor with Optimized Resource and IO Overhead on FPGA. FPGA (2023)
Lei Gong, Chao Wang, Haojun Xia, Xianglan Chen, Xi Li, Xuehai Zhou
Enabling Fast and Memory-Efficient Acceleration for Pattern Matching Workloads: The Lightweight Automata Processing Engine. IEEE Trans. Computers 72 (4) (2023)
Wenbin Teng, Lei Gong, Chao Wang, Xuehai Zhou
Enabling Elastic Resource Management in Cloud FPGAs via A Multi-layer Collaborative Approach. FCCM (2023)
Qiaochu Liang, Lei Gong, Chao Wang, Xuehai Zhou, Xi Li
Work-in-Progress: NAPMAE: Generalized Data-Efficient Neural Architecture Predictor with Masked Autoencoder. CODES+ISSS (2023)
Yingxue Gao, Teng Wang, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou
FastRW: A Dataflow-Efficient and Memory-Aware Accelerator for Graph Random Walk on FPGAs. DATE (2023)
Han Gong, Lei Gong, Tianbing Ma, Zhicheng Sun, Liang Li
AHY-SLAM: Toward Faster and More Accurate Visual SLAM in Dynamic Scenes Using Homogenized Feature Extraction and Object Detection Method. Sensors 23 (9) (2023)
Yingxue Gao, Lei Gong, Chao Wang, Teng Wang, Xi Li, Xuehai Zhou
Algorithm/Hardware Co-Optimization for Sparsity-Aware SpMM Acceleration of GNNs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Yalin Nie, Lei Gong, Zeyu Sun
Energy-Saving Strategy Based on Image Super-Resolution for Wireless Image Sensor Networks Assisted by Cloud. Int. J. Pattern Recognit. Artif. Intell. 37 (8) (2023)
Wenqi Lou, Jiaming Qian, Lei Gong, Xuan Wang, Chao Wang, Xuehai Zhou
NAF: Deeper Network/Accelerator Co-Exploration for Customizing CNNs on FPGA. DATE (2023)
Qiaochu Liang, Lei Gong, Chao Wang, Xuehai Zhou, Xi Li
NeuralMAE: Data-Efficient Neural Architecture Predictor with Masked Autoencoder. PRCV (8) (2023)
Tiejian Zhang, Xinwang Liu, Lei Gong, Siwei Wang, Xin Niu, Li Shen
Late Fusion Multiple Kernel Clustering With Local Kernel Alignment Maximization. IEEE Trans. Multim. 25 (2023)
Lei Gong, Xianmou Xue, Tongbao Wang, Teng Wu, Hui Zhang, Zhiqin Meng
Machining Hole Feature Recognition Method and Application for Manufacturability Check. ICVARS (2022)
Zihan Wang, Mengying Zhao, Lei Gong, Chao Wang
WGeod: A General and Efficient FPGA Accelerator for Object Detection. ISPA/BDCloud/SocialCom/SustainCom (2022)
Yingxue Gao, Lei Gong, Chao Wang, Xuehai Zhou
Work-in-Progress: HeteroRW: A Generalized and Efficient Framework for Random Walks in Graph Analysis. CODES+ISSS (2022)
Lei Gong, Sihang Zhou, Wenxuan Tu, Xinwang Liu
Attributed Graph Clustering with Dual Redundancy Reduction. IJCAI (2022)
Yunji Qin, Lei Gong, Zhendong Zheng, Chao Wang
Work-in-Progress: BloCirNN: An Efficient Software/hardware Codesign Approach for Neural Network Accelerators with Block-Circulant Matrix. CODES+ISSS (2022)
Teng Wang, Lei Gong, Chao Wang, Yang Yang, Yingxue Gao
Multi-clusters: An Efficient Design Paradigm of NN Accelerator Architecture Based on FPGA. NPC (2022)
Huang Wei, Lei Gong, Qin Luo, Tian Lei
Cluster Analysis of Trip Purpose Based on Residents' Travel Characteristic. ICITE (2022)
Lei Gong, Da-Han Wang, Yun Wu, Haili Ye, Chenyan Zhu
Interactive Semantic Segmentation With Weak Supervision. ICCAI (2022)
Wenqi Lou, Lei Gong, Chao Wang, Zidong Du, Xuehai Zhou
OctCNN: A High Throughput FPGA Accelerator for CNNs Using Octave Convolution Algorithm. IEEE Trans. Computers 71 (8) (2022)
Teng Wang, Lei Gong, Chao Wang, Yang Yang, Yingxue Gao, Xuehai Zhou, Huaping Chen
ViA: A Novel Vision-Transformer Accelerator Based on FPGA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Yang Yang, Chao Wang, Lei Gong, Min Wu, Xuehai Zhou
Conv-inheritance: A hardware-efficient method to compress convolutional neural networks for edge applications. Neurocomputing 487 (2022)
Yingxue Gao, Lei Gong, Chao Wang, Teng Wang, Xuehai Zhou
SDMA: An Efficient and Flexible Sparse-Dense Matrix-Multiplication Architecture for GNNs. FPL (2022)
Nicholas Majeske, Xuesong Zhang, McKailey Sabaj, Lei Gong, Chen Zhu, Ariful Azad
Inductive predictions of hydrologic events using a Long Short-Term Memory network and the Soil and Water Assessment Tool. Environ. Model. Softw. 152 (2022)
Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou
Neural Network Instruction Set Extension and Code Mapping Mechanism. Int. J. Softw. Informatics 11 (2) (2021)
Lei Gong, Chao Wang, Xi Li, Xuehai Zhou
Improving HW/SW Adaptability for Accelerating CNNs on FPGAs Through A Dynamic/Static Co-Reconfiguration Approach. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Chao Wang, Lei Gong, Xi Li, Qi Yu, Aili Wang, Patrick Hung, Xuehai Zhou
SOLAR: Services-Oriented Deep Learning Architectures-Deep Learning as a Service. IEEE Trans. Serv. Comput. 14 (1) (2021)
Haojun Xia, Lei Gong, Chao Wang, Xianglan Chen, Xuehai Zhou
LAP: A Lightweight Automata Processor for Pattern Matching Tasks. DATE (2021)
Chao Wang, Lei Gong, Shiming Lei, Haijie Fang, Xi Li, Aili Wang, Xuehai Zhou
GenSeq+: A Scalable High-Performance Accelerator for Genome Sequencing. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (4) (2021)
Lei Gong, Chang-sheng Zhu
Four-Factor Polarity Switching Control for Synchronous Vibration Suppression of Active Magnetic Bearings Rigid Rotors System in the Full Rotational Speed Range. IEEE Trans. Ind. Electron. 68 (12) (2021)
Lei Gong, Chang-sheng Zhu
Synchronous Vibration Control for Magnetically Suspended Rotor System Using a Variable Angle Compensation Algorithm. IEEE Trans. Ind. Electron. 68 (8) (2021)
Xiaorui Zhu, Lei Gong, Zongwei Zhu, Xuehai Zhou
Vapor: A GPU Sharing Scheduler with Communication and Computation Pipeline for Distributed Deep Learning. ISPA/BDCloud/SocialCom/SustainCom (2021)
Chao Wang, Lihui Jin, Lei Gong, Chongchong Xu, Yahui Hu, Luchao Tan, Xuehai Zhou
Tinker: A Middleware for Deploying Multiple NN-Based Applications on a Single Machine. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (7) (2021)
Donghui Shan, Tian Lei, Xiaohong Yin, Qin Luo, Lei Gong
Extracting Key Traffic Parameters from UAV Video with On-Board Vehicle Data Validation. Sensors 21 (16) (2021)
Lei Gong, Chang-sheng Zhu
Vibration Suppression for Magnetically Levitated High-Speed Motors Based on Polarity Switching Tracking Filter and Disturbance Observer. IEEE Trans. Ind. Electron. 68 (6) (2021)
Xing Guo, Yu Zhang, Lei Gong, Yanyong Zhang
3D Object Detection on Voxels in Spherical Coordinate System. BigCom (2021)
Xuan Wang, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou
UH-JLS: A Parallel Ultra-High Throughput JPEG-LS Encoding Architecture for Lossless Image Compression. ICCD (2021)
Songsong Li, Lei Gong, Teng Wang, Chao Wang, Xuehai Zhou
FEAS: A Faster Event-driven Accelerator Supporting Inhibitory Spiking Neural Network. PAAP (2021)
Chao Wang, Lei Gong, Fahui Jia, Xuehai Zhou
An FPGA Based Accelerator for Clustering Algorithms With Custom Instructions. IEEE Trans. Computers 70 (5) (2021)
Haobo Li, Ratan Dey, Lei Gong, Chao Wang
Chameleon: Image Style Transfer Based on Image Classification Networks. HPCC/DSS/SmartCity (2020)
Weilong Chen, Qin Luo, Wei Li, Lei Gong
Optimization of Capacity Utilization of High-Speed Railway Network. ICITE (2020)
Guoqiang Wang, Lei Gong, Yajun Pang, Nianfeng Shi
Dimensionality Reduction Using Discriminant Collaborative Locality Preserving Projections. Neural Process. Lett. 51 (1) (2020)
Lei Gong, Shunhong Wang, Yu Zhang, Yanyong Zhang, Jianmin Ji
Lightweight Map-Enhanced 3D Object Detection and Tracking for Autonomous Driving. Internetware (2020)
Lei Gong, Meng Wang, Chang-sheng Zhu
Immersion and Invariance Manifold Adaptive Control of the DC-Link Voltage in Flywheel Energy Storage System Discharge. IEEE Access 8 (2020)
Jennifer R. Dierauer, Chen Zhu, Lei Gong, Alan Walsh, Sudhakar Pamidighantam, Jun Wang, Marcus Christie, Eroma Abeysinghe
FutureWater Indiana: A science gateway for spatio-temporal modeling of water in Wabash basin with a focus on climate change. PEARC (2020)
Chao Wang, Lei Gong, Xiang Ma, Xi Li, Xuehai Zhou
WooKong: A Ubiquitous Accelerator for Recommendation Algorithms With Custom Instruction Sets on FPGA. IEEE Trans. Computers 69 (7) (2020)
Lei Gong, Chao Wang, Xi Li, Xuehai Zhou
WiderFrame: An Automatic Customization Framework for Building CNN Accelerators on FPGAs: Work-in-Progress. CODES+ISSS (2020)
Yang Cai, Qin Luo, Wei Li, Lei Gong
Optimize Train Operation Plan of Urban Rail Transit Including Temporal Variation of Passenger Ridership During the Day. ICITE (2020)
Xuan Wang, Chao Wang, Jing Cao, Lei Gong, Xuehai Zhou
WinoNN: Optimizing FPGA-Based Convolutional Neural Network Accelerators Using Sparse Winograd Algorithm. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Yang Yang, Chao Wang, Lei Gong, Xuehai Zhou
ConvCloud: An Adaptive Convolutional Neural Network Accelerator on Cloud FPGAs. FPGA (2020)
Chao Wang, Lei Gong, Xi Li, Xuehai Zhou
A Ubiquitous Machine Learning Accelerator With Automatic Parallelization on FPGA. IEEE Trans. Parallel Distributed Syst. 31 (10) (2020)
Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou
OctCNN: An Energy-Efficient FPGA Accelerator for CNNs using Octave Convolution Algorithm. CLUSTER (2020)
Teng Wang, Lei Gong, Chao Wang, Xuehai Zhou, Huaping Chen
Design Exploration of Multi-FPGAs for Accelerating Deep Learning. CLUSTER (2019)
Xujin Pu, Lei Gong, Guanghua Han
A feasible incentive contract between a manufacturer and his fairness-sensitive retailer engaged in strategic marketing efforts. J. Intell. Manuf. 30 (1) (2019)
Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou
RV-CNN: Flexible and Efficient Instruction Set for CNNs Based on RISC-V Processors. APPT (2019)
Yang Yang, Chao Wang, Lei Gong, Xuehai Zhou
FPNet: Customized Convolutional Neural Network for FPGA Platforms. FPT (2019)
Lihui Jin, Chao Wang, Lei Gong, Chongchong Xu, Yahui Hu, Luchao Tan, Xuehai Zhou
Furion: alleviating overheads for deep learning framework on single machine (work-in-progress). CODES+ISSS (2018)
Chongchong Xu, Chao Wang, Lei Gong, Lihui Jin, Xi Li, Xuehai Zhou
Domino: Graph Processing Services on Energy-Efficient Hardware Accelerator. ICWS (2018)
Lei Gong, Yu Tian
Threat Modeling for Cyber Range: An Ontology-Based Approach. CSPS (3) (2018)
Fan Sun, Chao Wang, Lei Gong, Yiwei Zhang, Chongchong Xu, Yuntao Lu, Xi Li, Xuehai Zhou
UniCNN: A Pipelined Accelerator Towards Uniformed Computing for CNNs. Int. J. Parallel Program. 46 (4) (2018)
Yuntao Lu, Chao Wang, Lei Gong, Xuehai Zhou
SparseNN: A Performance-Efficient Accelerator for Large-Scale Sparse Neural Networks. Int. J. Parallel Program. 46 (4) (2018)
Lei Gong, Chao Wang, Xi Li, Huaping Chen, Xuehai Zhou
MALOC: A Fully Pipelined FPGA Accelerator for Convolutional Neural Networks With All Layers Mapped on Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Dong Li, Lei Gong
Sensor Alignment for Ballistic Trajectory Estimation via Sparse Regularization. Inf. 9 (10) (2018)
Chongchong Xu, Chao Wang, Yiwei Zhang, Lei Gong, Xi Li, Xuehai Zhou
Domino: An Asynchronous and Energy-efficient Accelerator for Graph Processing: (Abstract Only). FPGA (2018)
Chao Wang, Yuming Cheng, Lei Gong, Bo Wan, Aili Wang, Xi Li, Xuehai Zhou
FPGA Based Big Data Accelerator Design in Teaching Computer Architecture and Organization. CyPhy (2017)
Yiwei Zhang, Chao Wang, Lei Gong, Yuntao Lu, Fan Sun, Chongchong Xu, Xi Li, Xuehai Zhou
A Power-Efficient Accelerator Based on FPGAs for LSTM Network. CLUSTER (2017)
Chao Wang, Jinhong Zhou, Lei Gong, Xi Li, Aili Wang, Xuehai Zhou
xFilter: A Temporal Locality Accelerator for Intrusion Detection System Services. ICWS (2017)
Chongchong Xu, Chao Wang, Lei Gong, Yuntao Lu, Fan Sun, Yiwei Zhang, Xi Li, Xuehai Zhou
OmniGraph: A Scalable Hardware Accelerator for Graph Processing. CLUSTER (2017)
Fan Sun, Chao Wang, Lei Gong, Chongchong Xu, Yiwei Zhang, Yuntao Lu, Xi Li, Xuehai Zhou
A High-Performance Accelerator for Large-Scale Convolutional Neural Networks. ISPA/IUCC (2017)
Fan Sun, Chao Wang, Lei Gong, Chongchong Xu, Yiwei Zhang, Yuntao Lu, Xi Li, Xuehai Zhou
A Power-Efficient Accelerator for Convolutional Neural Networks. CLUSTER (2017)
Lei Gong, Chao Wang, Xi Li, Huaping Chen, Xuehai Zhou
A power-efficient and high performance FPGA accelerator for convolutional neural networks: work-in-progress. CODES+ISSS (2017)
Chongchong Xu, Jinhong Zhou, Yuntao Lu, Fan Sun, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou
Evaluation and Trade-offs of Graph Processing for Cloud Services. ICWS (2017)
Yuntao Lu, Lei Gong, Chongchong Xu, Fan Sun, Yiwei Zhang, Chao Wang, Xuehai Zhou
A high-performance FPGA accelerator for sparse neural networks: work-in-progress. CASES (2017)
Chao Wang, Haijie Fang, Shiming Lei, Lei Gong, Aili Wang, Xi Li, Xuehai Zhou
GenServ: Genome Sequencing Services on Scalable Energy Efficient Accelerators. ICWS (2017)
Yiwei Zhang, Chao Wang, Lei Gong, Yuntao Lu, Fan Sun, Chongchong Xu, Xi Li, Xuehai Zhou
Implementation and Optimization of the Accelerator Based on FPGA Hardware for LSTM Network. ISPA/IUCC (2017)
Chao Wang, Lei Gong, Qi Yu, Xi Li, Yuan Xie, Xuehai Zhou
DLAU: A Scalable Deep Learning Accelerator Unit on FPGA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (3) (2017)
Xujin Pu, Lei Gong, Xiaohua Han
Consumer free riding: Coordinating sales effort in a dual-channel supply chain. Electron. Commer. Res. Appl. 22 (2017)
Chao Wang, Wenqi Lou, Lei Gong, Lihui Jin, Luchao Tan, Yahui Hu, Xi Li, Xuehai Zhou
Reconfigurable Hardware Accelerators: Opportunities, Trends, and Challenges. CoRR (2017)
Chao Wang, Qi Yu, Lei Gong, Xi Li, Yuan Xie, Xuehai Zhou
DLAU: A Scalable Deep Learning Accelerator Unit on FPGA. CoRR (2016)
Masahiro Araki, Ryo Kanamori, Lei Gong, Takayuki Morikawa
Impacts of Seasonal Factors on Travel Behavior: Basic Analysis of GPS Trajectory Data for 8 Months. ICServ (2015)
Junfeng Xiao, Rose Qingyang Hu, Yi Qian, Lei Gong, Bo Wang
Expanding LTE network spectrum with cognitive radios: From concept to implementation. IEEE Wirel. Commun. 20 (2) (2013)
Lei Gong, Lu Tian, Fulian Zhang
Application information flow non-interference transmission model. EMEIT (2011)
Jiuyong Zhang, Chuanqing Xu, Lei Gong, Dehui Yuan
The mathematical model based on the battle of Berlin. FSKD (2011)
Chuanqing Xu, Lei Gong, Dehui Yuan, Shengyun Yang
A new method in the long-term mortality related With heart valve replacement. FSKD (2010)
Yuebin Bai, Lei Gong
Link availability prediction with radio irregularity coverage for mobile multi-hop networks. IEEE Commun. Lett. 14 (6) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lei Gong