Hai Huang

AST-GNN: An attention-based spatio-temporal graph neural network for Interaction-aware pedestrian trajectory prediction

Hao Zhou, Dongchun Ren, Huaxia Xia et al. · Neurocomputing · 2021 · 180 citations

Graph Neural Network, Spatiotemporal Diagnostics, Machine Learning +6

A generative statistical approach to automatic 3D building roof reconstruction from laser scanning data

Hai Huang, Claus Brenner, Monika Sester · ISPRS Journal of Photogrammetry and Remote Sensing · 2013 · 155 citations

Geometric Modeling, Built Environment, Generative Statistical Approach +14

BAS$^{4}$Net: Boundary-Aware Semi-Supervised Semantic Segmentation Network for Very High Resolution Remote Sensing Images

Xian Sun, Aijun Shi, Hai Huang et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 116 citations · Full text

Remote Sensing Images, Convolutional Neural Network, Engineering +18

Asymptotic Properties of Stochastic Approximations with Constant Coefficients

Harold J. Kushner, Hai Huang · SIAM Journal on Control and Optimization · 1981 · 113 citations

Evaluation of vehicle interior sound quality using a continuous restricted Boltzmann machine-based DBN

Hai Huang, Ren X. Li, Ming Yang et al. · Mechanical Systems and Signal Processing · 2016 · 94 citations

Speech Recognition, Sound Quality, Audio Analysis +4