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Predicting Human Mobility With Semantic Motivation via Multi-Task Attentional Recurrent Networks 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 5, 页码: 2360-2374
作者:  Feng, Jie;  Li, Yong;  Yang, Zeyu;  Qiu, Qiang;  Jin, Depeng
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
Trajectory  Semantics  Predictive models  Task analysis  Recurrent neural networks  Adaptation models  Context modeling  Neural network  attention  human mobility  
Augmented Multi-Component Recurrent Graph Convolutional Network for Traffic Flow Forecasting 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2022, 卷号: 11, 期号: 2, 页码: 17
作者:  Zhang, Chi;  Zhou, Hong-Yu;  Qiu, Qiang;  Jian, Zhichun;  Zhu, Daoye;  Cheng, Chengqi;  He, Liesong;  Liu, Guoping;  Wen, Xiang;  Hu, Runbo
收藏  |  浏览/下载：21/0  |  提交时间：2022/12/07
traffic flow forecasting  spatial-temporal prediction  graph convolutional networks  augmented multi-component  
Geographic Optimal Transport for Heterogeneous Data: Fusing Remote Sensing and Social Media 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 8, 页码: 6935-6945
作者:  Liu, Zhenjie;  Qiu, Qiang;  Li, Jun;  Wang, Lizhe;  Plaza, Antonio
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
Remote sensing  Geology  Social networking (online)  Earth  Artificial satellites  Satellites  Indexes  Data fusion  geolocation alignment  remote sensing  representation alignment  social media  
Roulette: A Pruning Framework to Train a Sparse Neural Network From Scratch 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 51134-51145
作者:  Zhong, Qiaoling;  Zhang, Zhibin;  Qiu, Qiang;  Cheng, Xueqi
收藏  |  浏览/下载：34/0  |  提交时间：2021/12/01
Network pruning  inference acceleration  model compression  multiple GPUs