Lei Wang - Homepage

Lei Wang 王磊

Senior Algorithm Engineer, Alibaba DAMO Academy

wlei@whu.edu.cn

I'm currently a senior algorithm engineer at Alibaba DAMO Academy. I received my Ph.D. from LIESMARS of Wuhan Univeristy, advised by Prof. Shan Jie. Before that, I did my bachelor's degree in School of Mathematics and Statistics of Wuhan University. 3D understanding (point cloud semantic segmentation, 3D object detection and 3D model generation), machine learning and computer vision.

[CV] [Github] [Google scholar]

Publications

	Graph attention convolution for point cloud semantic segmentation Lei Wang, Yuchun Huang, Yaolin Hou, Shenman Zhang, Jie Shan CVPR 2019 [Paper] [Code]
	Learning geometry-image representation for 3D point cloud generation Lei Wang, Yuxuan Liu, Shenman Zhang, Jixing Yan, Pengjie Tao Arxiv 2020 [Paper]
	MSNet: Multi-Scale Convolutional Network for Point Cloud Classification Lei Wang, Yuchun Huang, Jie Shan, Liu He Remote Sensing 2018 [Paper] [Dataset]
	Remote Sensing Image Super-resolution using Sparse Representation and Coupled Sparse AutoEncoder Zhenfeng Shao, Lei Wang, Zhongyuan Wan, Juan Deng IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2019 [Paper]
	Hyperspectral Imagery Further Unmixing Based on Analysis of Variance Lei Wang, Zhenfeng Shao LEMCS 2015 [Paper]
	Building Façades in Open LiDAR Data Using Ground Images Shenman Zhang, Pengjie Tao, Lei Wang, Yaolin Hou, Zhihua Hu Remote Sensing 2019 [Paper]
	Stacked sparse autoencoder modeling using the synergy of airborne LiDAR and satellite optical and sar data to map forest above-ground biomass Zhenfeng Shao, Linjing Zhang, Lei Wang IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2017 [Paper]
	Fuzzy autoencode based cloud detection for remote sensing imagery Zhenfeng Shao, Juan Deng, Lei Wang Remote Sensing 2017 [Paper]
	Super-Resolution for “Jilin-1” Satellite Video Imagery via a Convolutional Network Aoran Xiao, Zhongyuan Wang, Lei Wang, Yexian Ren Sensors 2018 [Paper]

Awards

The Second Prize of the 15th China Post-Graduate Mathematical Contest in Modeling (2018)

The National Endeavor Fellowship and the Second Prize Scholarship (2011-2015)

The Second Prize in American College Mathematical Modeling Competition (2014)

Patents

一种多模态数据融合的红绿灯推理系统
China Invention Patent, 2022

一种无标注数据上的目标检测模型自学习和进化系统
China Invention Patent, 2021

联合深度学习与语义概率的不透水面提取方法及系统
China Invention Patent, 201810809896.6 [Granted]

Method and system for reconstructing super-resolution image
USA Invention Patent, 20170293825AI [Granted]

基于模糊自编码网络的遥感影像云检测方法
China Invention Patent, 201610571631.8 [Granted]

Activities

Reviewer for IEEE Transactions on Image Processing(TIP), IEEE Transactions on Multimedia(TMM), IEEE Transactions on Geoscience and Remote Sensing(TGRS), etc.