Meng Zhang

According to our database, Meng Zhang authored at least 29 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fast Constraints Tuning via Transfer Learning and Multiobjective Optimization.

Meng Zhang, Zheng Zhang, Yifan Niu, Jiayi Li, Zewei Chen, Guoqing Li, Yajun Ha, Tinghuan Chen

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., September, 2024

An analysis of TinyML@ICCAD for implementing AI on low-power microprocessor.

Guoqing Li, Jingwei Zhang, Meng Zhang, Tuo Li, Tinghuan Chen, Jun Yang

Sci. China Inf. Sci., 2024

2023

Speeding-up and compression convolutional neural networks by low-rank decomposition without fine-tuning.

Meng Zhang, Fei Liu, Dongpeng Weng

J. Real Time Image Process., August, 2023

Detecting Anomalous Solder Joints in Multi-sliced PCB X-ray Images: A Deep Learning Based Approach.

Hirunima Jayasekara, Qianru Zhang, Chau Yuen, Meng Zhang, Chia-wei Woo, Jenny Chen Ni Low

SN Comput. Sci., May, 2023

Uint-Packing: Multiply Your DNN Accelerator Performance via Unsigned Integer DSP Packing.

Jingwei Zhang, Meng Zhang, Xinye Cao, Guoqing Li

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

An Efficient Sharing Grouped Convolution via Bayesian Learning.

Tinghuan Chen, Bin Duan, Qi Sun, Meng Zhang, Guoqing Li, Hao Geng, Qianru Zhang, Bei Yu

IEEE Trans. Neural Networks Learn. Syst., 2022

OGCNet: Overlapped group convolution for deep convolutional neural networks.

Guoqing Li, Meng Zhang, Jingwei Zhang, Qianru Zhang

Knowl. Based Syst., 2022

Efficient binary 3D convolutional neural network and hardware accelerator.

Guoqing Li, Meng Zhang, Qianru Zhang, Zhijian Lin

J. Real Time Image Process., 2022

SCWC: Structured channel weight sharing to compress convolutional neural networks.

Guoqing Li, Meng Zhang, Jiuyang Wang, Dongpeng Weng, Henk Corporaal

Inf. Sci., 2022

Efficient depthwise separable convolution accelerator for classification and UAV object detection.

Guoqing Li, Jingwei Zhang, Meng Zhang, Ruixia Wu, Xinye Cao, Wenzhao Liu

Neurocomputing, 2022

Efficient channel expansion and pyramid depthwise-pointwise-depthwise neural networks.

Guoqing Li, Meng Zhang, Yu Zhang, Ruixia Wu, Dongpeng Weng

Appl. Intell., 2022

An Efficient FPGA Implementation for Real-Time and Low-Power UAV Object Detection.

Guoqing Li, Jingwei Zhang, Meng Zhang, Henk Corporaal

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

A fast parameter tuning framework via transfer learning and multi-objective bayesian optimization.

Zheng Zhang, Tinghuan Chen, Jiaxin Huang, Meng Zhang

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2021

Micro-Doppler Signature-Based Detection, Classification, and Localization of Small UAV With Long Short-Term Memory Neural Network.

Yingxiang Sun, Samith Abeywickrama, Lahiru Jayasinghe, Chau Yuen, Jiajia Chen, Meng Zhang

IEEE Trans. Geosci. Remote. Sens., 2021

Efficient densely connected convolutional neural networks.

Guoqing Li, Meng Zhang, Jiaojie Li, Feng Lv, Guodong Tong

Pattern Recognit., 2021

2020

Cooperative positioning for emergency responders using self IMU and peer-to-peer radios measurements.

Ran Liu, Chau Yuen, Tri-Nhut Do, Meng Zhang, Yong Liang Guan, U-Xuan Tan

Inf. Fusion, 2020

Robust deep auto-encoding Gaussian process regression for unsupervised anomaly detection.

Jinan Fan, Qianru Zhang, Jialei Zhu, Meng Zhang, Zhou Yang, Hanxiang Cao

Neurocomputing, 2020

Deep Learning Based Defect Detection for Solder Joints on Industrial X-Ray Circuit Board Images.

Qianru Zhang, Meng Zhang, Chinthaka Gamanayake, Chau Yuen, Zehao Geng, Hirunima Jayasekaraand, Xuewen Zhang, Chia-wei Woo, Jenny Chen Ni Low, Xiang Liu

Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020

2019

A Robust Phase-Ambiguity-Immune DOA Estimation Scheme for Antenna Array.

Hua Fu, Samith Abeywickrama, Chau Yuen, Meng Zhang

IEEE Trans. Veh. Technol., 2019

A survey of data fusion in smart city applications.

Billy Pik Lik Lau, Marakkalage Sumudu Hasala, Yuren Zhou, Naveed Ul Hassan, Chau Yuen, Meng Zhang, U-Xuan Tan

Inf. Fusion, 2019

Recent advances in convolutional neural network acceleration.

Qianru Zhang, Meng Zhang, Tinghuan Chen, Zhifei Sun, Yuzhe Ma, Bei Yu

Neurocomputing, 2019

PSDNet and DPDNet: Efficient channel expansion, Depthwise-Pointwise-Depthwise Inverted Bottleneck Block.

Guoqing Li, Meng Zhang, Qianru Zhang, Ziyang Chen, Wenzhao Liu, Jiaojie Li, Xuzhao Shen, Jianjun Li, Zhenyu Zhu, Chau Yuen

CoRR, 2019

Feature Learning and Analysis for Cleanliness Classification in Restrooms.

Lahiru Jayasinghe, Nipun Wijerathne, Chau Yuen, Meng Zhang

IEEE Access, 2019

Radio Spectrum Occupancy Measurement from 30MHz-1030MHz in Pakistan.

Mohammad Daniyal Zulfiqar, Khalid Ismail, Naveed Ul Hassan, Sajjad Hussain, Meng Zhang

Proceedings of the UK/China Emerging Technologies, 2019

2018

Energy Management for Renewable Microgrid in Reducing Diesel Generators Usage With Multiple Types of Battery.

Kannan Thirugnanam, See Gim Kerk, Chau Yuen, Nian Liu, Meng Zhang

IEEE Trans. Ind. Electron., 2018

Electricity Theft Detection Using Generative Models.

Qianru Zhang, Meng Zhang, Tinghuan Chen, Jinan Fan, Zhou Yang, Guoqing Li

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

2017

Blind Equalization of Constant Modulus Signals Based on Gaussian Process for Classification.

Zhifei Sun, Tinghuan Chen, You Tong, Meng Zhang

Wirel. Pers. Commun., 2017

Delay-cost tradeoff for virtual machine migration in cloud data centers.

Xiumin Wang, Xiaoming Chen, Chau Yuen, Weiwei Wu, Meng Zhang, Cheng Zhan

J. Netw. Comput. Appl., 2017

2016

Image Arbitrary-Ratio Down- and Up-Sampling Scheme Exploiting DCT Low Frequency Components and Sparsity in High Frequency Components.

Meng Zhang, Tinghuan Chen, Xuchao Shi, Peng Cao

IEICE Trans. Inf. Syst., 2016