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Hao Miao
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Year
Multi-task adversarial spatial-temporal networks for crowd flow prediction
S Wang, H Miao, H Chen, Z Huang
Proceedings of the 29th ACM international conference on information …, 2020
792020
Spatio-temporal knowledge transfer for urban crowd flow prediction via deep attentive adaptation networks
S Wang, H Miao, J Li, J Cao
IEEE Transactions on Intelligent Transportation Systems 23 (5), 4695-4705, 2021
582021
Multivariate correlation-aware spatio-temporal graph convolutional networks for multi-scale traffic prediction
S Wang, M Zhang, H Miao, Z Peng, PS Yu
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (3), 1-22, 2022
522022
Traffic accident risk prediction via multi-view multi-task spatio-temporal networks
S Wang, J Zhang, J Li, H Miao, J Cao
IEEE Transactions on Knowledge and Data Engineering 35 (12), 12323-12336, 2021
412021
MBA-STNet: Bayes-enhanced discriminative multi-task learning for flow prediction
H Miao, J Shen, J Cao, J Xia, S Wang
IEEE Transactions on Knowledge and Data Engineering 35 (7), 7164-7177, 2022
392022
A unified replay-based continuous learning framework for spatio-temporal prediction on streaming data
H Miao, Y Zhao, C Guo, B Yang, K Zheng, F Huang, J Xie, CS Jensen
arXiv preprint arXiv:2404.14999, 2024
272024
Multi-Channel Pooling Graph Neural Networks
J Du, S Wang, H Miao, J Zhang
Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021
252021
Autostl: Automated spatio-temporal multi-task learning
Z Zhang, X Zhao, H Miao, C Zhang, H Zhao, J Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4902-4910, 2023
202023
Deep learning based origin-destination prediction via contextual information fusion
H Miao, Y Fei, S Wang, F Wang, D Wen
Multimedia Tools and Applications, 1-17, 2022
182022
Task assignment with federated preference learning in spatial crowdsourcing
J Liu, L Deng, H Miao, Y Zhao, K Zheng
Proceedings of the 31st ACM International Conference on Information …, 2022
152022
Fine-grained urban flow inference with incomplete data
J Li, S Wang, J Zhang, H Miao, J Zhang, SY Philip
IEEE Transactions on Knowledge and Data Engineering 35 (6), 5851-5864, 2022
152022
Mt-stnets: Multi-task spatial-temporal networks for multi-scale traffic prediction
S Wang, M Zhang, H Miao, PS Yu
Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021
112021
LightTR: A Lightweight Framework for Federated Trajectory Recovery
Z Liu, H Miao, Y Zhao, C Liu, K Zheng, H Li
arXiv preprint arXiv:2405.03409, 2024
102024
Generative-free urban flow imputation
S Wang, J Li, H Miao, J Zhang, J Zhu, J Wang
Proceedings of the 31st ACM International Conference on Information …, 2022
92022
PeFAD: a parameter-efficient federated framework for time series anomaly detection
R Xu, H Miao, S Wang, PS Yu, J Wang
Proceedings of the 30th ACM SIGKDD conference on knowledge discovery and …, 2024
72024
TimeCMA: Towards LLM-Empowered Time Series Forecasting via Cross-Modality Alignment
C Liu, Q Xu, H Miao, S Yang, L Zhang, C Long, Z Li, R Zhao
arXiv preprint arXiv:2406.01638, 2024
72024
Task assignment with efficient federated preference learning in spatial crowdsourcing
H Miao, X Zhong, J Liu, Y Zhao, X Zhao, W Qian, K Zheng, CS Jensen
IEEE Transactions on Knowledge and Data Engineering, 2023
72023
Multi-Task Adversarial Learning for Semi-Supervised Trajectory-User Linking
S Zhang, S Wang, X Wang, S Zhang, H Miao, J Zhu
62022
Personalized Location-Preference Learning for Federated Task Assignment in Spatial Crowdsourcing
X Zhong, H Miao, D Qiu, Y Zhao, K Zheng
Proceedings of the 32nd ACM International Conference on Information and …, 2023
52023
Resisting tul attack: balancing data privacy and utility on trajectory via collaborative adversarial learning
Y Lun, H Miao, J Shen, R Wang, X Wang, S Wang
GeoInformatica 28 (3), 381-401, 2024
42024
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Articles 1–20