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Xiucheng Li
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Learning dynamics and heterogeneity of spatial-temporal graph data for traffic forecasting
S Guo, Y Lin, H Wan, X Li, G Cong
IEEE Transactions on Knowledge and Data Engineering 34 (11), 5415-5428, 2021
3442021
AirCloud: A cloud-based air-quality monitoring system for everyone
Y Cheng, X Li, Z Li, S Jiang, Y Li, J Jia, X Jiang
Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems …, 2014
3182014
Deep representation learning for trajectory similarity computation
X Li, K Zhao, G Cong, CS Jensen, W Wei
2018 IEEE 34th international conference on data engineering (ICDE), 617-628, 2018
2522018
Inf2vec: Latent representation model for social influence embedding
S Feng, G Cong, A Khan, X Li, Y Liu, YM Chee
2018 IEEE 34th International Conference on Data Engineering (ICDE), 941-952, 2018
792018
Learning travel time distributions with deep generative model
X Li, G Cong, A Sun, Y Cheng
The World Wide Web Conference, 1017-1027, 2019
782019
Robust road network representation learning: When traffic patterns meet traveling semantics
Y Chen, X Li, G Cong, Z Bao, C Long, Y Liu, AK Chandran, R Ellison
Proceedings of the 30th ACM International Conference on Information …, 2021
412021
Spatial transition learning on road networks with deep probabilistic models
X Li, G Cong, Y Cheng
2020 IEEE 36th International Conference on Data Engineering (ICDE), 349-360, 2020
332020
Discovering pollution sources and propagation patterns in urban area
X Li, Y Cheng, G Cong, L Chen
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
312017
Fine-grained air quality monitoring based on gaussian process regression
Y Cheng, X Li, Z Li, S Jiang, X Jiang
Neural Information Processing: 21st International Conference, ICONIP 2014 …, 2014
262014
Multivariate time-series imputation with disentangled temporal representations
S Liu, X Li, G Cong, Y Chen, Y Jiang
The Eleventh international conference on learning representations, 2023
152023
Similar trajectory search with spatio-temporal deep representation learning
DA Tedjopurnomo, X Li, Z Bao, G Cong, F Choudhury, AK Qin
ACM Transactions on Intelligent Systems and Technology (TIST) 12 (6), 1-26, 2021
142021
Points-of-interest relationship inference with spatial-enriched graph neural networks
Y Chen, X Li, G Cong, C Long, Z Bao, S Liu, W Gu, F Zhang
arXiv preprint arXiv:2202.13686, 2022
112022
Finding dynamic co-evolving zones in spatial-temporal time series data
Y Cheng, X Li, Y Li
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2016
62016
Sinkhorn collaborative filtering
X Li, JY Chin, Y Chen, G Cong
Proceedings of the web conference 2021, 582-592, 2021
32021
PGeoTopic: A Distributed Solution for Mining Geographical Topic Models
K Zhao, G Cong, X Li
IEEE Transactions on Knowledge and Data Engineering 34 (2), 881-893, 2020
22020
SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting
Y Jiang, X Li, Y Chen, S Liu, W Kong, AF Lentzakis, G Cong
arXiv preprint arXiv:2406.12282, 2024
2024
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