Huaxiu Yao
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Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
H Yao, F Wu, J Ke, X Tang, Y Jia, S Lu, P Gong, J Ye, Z Li
AAAI Conference on Artificial Intelligence (AAAI), 2018
1882018
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction
H Yao, X Tang, H Wei, G Zheng, Z Li
AAAI Conference on Artificial Intelligence (AAAI), 2019
75*2019
Intellilight: A reinforcement learning approach for intelligent traffic light control
H Wei, G Zheng, H Yao, Z Li
ACM SIGKDD International Conference on Knowledge Discovery & Data Mining …, 2018
712018
Orderliness predicts academic performance: Behavioural analysis on campus lifestyle
Y Cao, J Gao, D Lian, Z Rong, J Shi, Q Wang, Y Wu, H Yao, T Zhou
Journal of the Royal Society Interface 15 (146), 2018
222018
Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction
H Yao, Y Liu, Y Wei, X Tang, Z Li
The World Wide Web Conference (WWW), 2181-2191, 2019
122019
Transferring Robustness for Graph Neural Network Against Poisoning Attacks
X Tang, Y Li, Y Sun, H Yao, P Mitra, S Wang
ACM International Conference on Web Search and Data Mining (WSDM), 2020
8*2020
Non-Stationary Model for Crime Rate Inference Using Modern Urban Data
H Wang, H Yao, D Kifer, C Graif, Z Li
IEEE Transactions on Big Data 5 (2), 180-194, 2017
82017
Hierarchically Structured Meta-learning
H Yao, Y Wei, J Huang, Z Li
International Conference on Machine Learning (ICML), 7045-7054, 2019
72019
Predicting Academic Performance via Semi-supervised Learning with Constructed Campus Social Network
H Yao, M Nie, H Su, H Xia, D Lian
International Conference on Database Systems for Advanced Applications, 597-609, 2017
72017
Graph Few-shot Learning via Knowledge Transfer
H Yao, C Zhang, Y Wei, M Jiang, S Wang, J Huang, NV Chawla, Z Li
AAAI Conference on Artificial Intelligence (AAAI), 2020
42020
Representation learning for large-scale dynamic networks
Y Yu, H Yao, H Wang, X Tang, Z Li
International Conference on Database Systems for Advanced Applications, 526-541, 2018
42018
Few-Shot Knowledge Graph Completion
C Zhang, H Yao, C Huang, M Jiang, Z Li, NV Chawla
AAAI Conference on Artificial Intelligence (AAAI), 2020
32020
Joint Modeling of Dense and Incomplete Trajectories for Citywide Traffic Volume Inference
X Tang, B Gong, Y Yu, H Yao, Y Li, H Xie, X Wang
The World Wide Web Conference (WWW), 1806-1817, 2019
22019
Predicting Academic Performance for College Students: A Campus Behavior Perspective
H Yao, D Lian, Y Cao, Y Wu, T Zhou
ACM Transactions on Intelligent Systems and Technology (TIST) 10 (3), 21, 2019
22019
Automated Relational Meta-learning
H Yao, X Wu, Z Tao, Y Li, B Ding, R Li, Z Li
International Conference on Learning Representations (ICLR), 2020
12020
Transferable Neural Processes for Hyperparameter Optimization
Y Wei, P Zhao, H Yao, J Huang
arXiv preprint arXiv:1909.03209, 2019
12019
Learning with Small Data
Z Li, H Yao, F Ma
ACM International Conference on Web Search and Data Mining (WSDM tutorial …, 2020
2020
MetaLight: Value-based Meta-reinforcement Learning for Traffic Signal Control
X Zang, H Yao, G Zheng, N Xu, K Xu, Z Li
AAAI Conference on Artificial Intelligence (AAAI), 2020
2020
Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values
X Tang, H Yao, Y Sun, C Aggarwal, P Mitra, S Wang
AAAI Conference on Artificial Intelligence (AAAI), 2020
2020
Targeted Source Detection for Environmental Data
G Zheng, M Liu, T Wen, H Wang, H Yao, SL Brantley, Z Li
arXiv preprint arXiv:1908.11056, 2019
2019
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Artiklar 1–20