Meng Zhang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Gaussian Process

Recent Advances

Convolutional Neural Networks

Top Venues

Sci. China Inf. Sci.

Publications

Guoqing Li, Jingwei Zhang, Meng Zhang, Tuo Li, Tinghuan Chen, Jun Yang
An analysis of TinyML@ICCAD for implementing AI on low-power microprocessor. Sci. China Inf. Sci. 67 (4) (2024)
Jingwei Zhang, Meng Zhang, Xinye Cao, Guoqing Li
Uint-Packing: Multiply Your DNN Accelerator Performance via Unsigned Integer DSP Packing. DAC (2023)
Hirunima Jayasekara, Qianru Zhang, Chau Yuen, Meng Zhang, Chia-wei Woo, Jenny Chen Ni Low
Detecting Anomalous Solder Joints in Multi-sliced PCB X-ray Images: A Deep Learning Based Approach. SN Comput. Sci. 4 (3) (2023)
Meng Zhang, Fei Liu, Dongpeng Weng
Speeding-up and compression convolutional neural networks by low-rank decomposition without fine-tuning. J. Real Time Image Process. 20 (4) (2023)
Guoqing Li, Jingwei Zhang, Meng Zhang, Henk Corporaal
An Efficient FPGA Implementation for Real-Time and Low-Power UAV Object Detection. ISCAS (2022)
Tinghuan Chen, Bin Duan, Qi Sun, Meng Zhang, Guoqing Li, Hao Geng, Qianru Zhang, Bei Yu
An Efficient Sharing Grouped Convolution via Bayesian Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Guoqing Li, Meng Zhang, Yu Zhang, Ruixia Wu, Dongpeng Weng
Efficient channel expansion and pyramid depthwise-pointwise-depthwise neural networks. Appl. Intell. 52 (11) (2022)
Guoqing Li, Meng Zhang, Jingwei Zhang, Qianru Zhang
OGCNet: Overlapped group convolution for deep convolutional neural networks. Knowl. Based Syst. 253 (2022)
Guoqing Li, Jingwei Zhang, Meng Zhang, Ruixia Wu, Xinye Cao, Wenzhao Liu
Efficient depthwise separable convolution accelerator for classification and UAV object detection. Neurocomputing 490 (2022)
Yingxiang Sun, Samith Abeywickrama, Lahiru Jayasinghe, Chau Yuen, Jiajia Chen, Meng Zhang
Micro-Doppler Signature-Based Detection, Classification, and Localization of Small UAV With Long Short-Term Memory Neural Network. IEEE Trans. Geosci. Remote. Sens. 59 (8) (2021)
Guoqing Li, Meng Zhang, Jiaojie Li, Feng Lv, Guodong Tong
Efficient densely connected convolutional neural networks. Pattern Recognit. 109 (2021)
Jinan Fan, Qianru Zhang, Jialei Zhu, Meng Zhang, Zhou Yang, Hanxiang Cao
Robust deep auto-encoding Gaussian process regression for unsupervised anomaly detection. Neurocomputing 376 (2020)
Ran Liu, Chau Yuen, Tri-Nhut Do, Meng Zhang, Yong Liang Guan, U-Xuan Tan
Cooperative positioning for emergency responders using self IMU and peer-to-peer radios measurements. Inf. Fusion 56 (2020)
Guoqing Li, Meng Zhang, Qianru Zhang, Ziyang Chen, Wenzhao Liu, Jiaojie Li, Xuzhao Shen, Jianjun Li, Zhenyu Zhu, Chau Yuen
PSDNet and DPDNet: Efficient channel expansion, Depthwise-Pointwise-Depthwise Inverted Bottleneck Block. CoRR (2019)
Hua Fu, Samith Abeywickrama, Chau Yuen, Meng Zhang
A Robust Phase-Ambiguity-Immune DOA Estimation Scheme for Antenna Array. IEEE Trans. Veh. Technol. 68 (7) (2019)
Qianru Zhang, Meng Zhang, Tinghuan Chen, Zhifei Sun, Yuzhe Ma, Bei Yu
Recent advances in convolutional neural network acceleration. Neurocomputing 323 (2019)
Lahiru Jayasinghe, Nipun Wijerathne, Chau Yuen, Meng Zhang
Feature Learning and Analysis for Cleanliness Classification in Restrooms. IEEE Access 7 (2019)
Billy Pik Lik Lau, Marakkalage Sumudu Hasala, Yuren Zhou, Naveed Ul Hassan, Chau Yuen, Meng Zhang, U-Xuan Tan
A survey of data fusion in smart city applications. Inf. Fusion 52 (2019)
Qianru Zhang, Meng Zhang, Tinghuan Chen, Jinan Fan, Zhou Yang, Guoqing Li
Electricity Theft Detection Using Generative Models. ICTAI (2018)
Kannan Thirugnanam, See Gim Kerk, Chau Yuen, Nian Liu, Meng Zhang
Energy Management for Renewable Microgrid in Reducing Diesel Generators Usage With Multiple Types of Battery. IEEE Trans. Ind. Electron. 65 (8) (2018)
Qianru Zhang, Meng Zhang, Tinghuan Chen, Zhifei Sun, Yuzhe Ma, Bei Yu
Recent Advances in Convolutional Neural Network Acceleration. CoRR (2018)
Zhifei Sun, Tinghuan Chen, You Tong, Meng Zhang
Blind Equalization of Constant Modulus Signals Based on Gaussian Process for Classification. Wirel. Pers. Commun. 97 (4) (2017)
Xiumin Wang, Xiaoming Chen, Chau Yuen, Weiwei Wu, Meng Zhang, Cheng Zhan
Delay-cost tradeoff for virtual machine migration in cloud data centers. J. Netw. Comput. Appl. 78 (2017)
Meng Zhang, Tinghuan Chen, Xuchao Shi, Peng Cao
Image Arbitrary-Ratio Down- and Up-Sampling Scheme Exploiting DCT Low Frequency Components and Sparsity in High Frequency Components. IEICE Trans. Inf. Syst. (2) (2016)