Dongchun Ren

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

CORE: Consistent Representation Learning for Face Forgery Detection

Yunsheng Ni, Depu Meng, Changqian Yu et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2022 · 88 citations

Different Augmentations, Machine Learning, Engineering +19

GANet: Goal Area Network for Motion Forecasting

Mingkun Wang, Xinge Zhu, Changqian Yu et al. · 2023 · 85 citations

Artificial Intelligence, Engineering, Machine Learning +21

StarNet: Pedestrian Trajectory Prediction using Deep Neural Network in Star Topology

Yanliang Zhu, Deheng Qian, Dongchun Ren et al. · 2019 · 84 citations

Artificial Intelligence, Geometric Learning, Crowd Simulation +17

Efficient sequential feature selection based on adaptive eigenspace model

Nannan Gu, Mingyu Fan, Liang Du et al. · Neurocomputing · 2015 · 43 citations

Adaptive Eigenspace Model, Engineering, Data Science +7