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Jilin Hu
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Stochastic weight completion for road networks using graph convolutional networks
J Hu, C Guo, B Yang, CS Jensen
2019 IEEE 35th international conference on data engineering (ICDE), 1274-1285, 2019
1112019
Stochastic origin-destination matrix forecasting using dual-stage graph convolutional, recurrent neural networks
J Hu, B Yang, C Guo, CS Jensen, H Xiong
2020 IEEE 36th International conference on data engineering (ICDE), 1417-1428, 2020
982020
Learning to route with sparse trajectory sets
C Guo, B Yang, J Hu, C Jensen
2018 IEEE 34th International Conference on Data Engineering (ICDE), 1073-1084, 2018
912018
PACE: a PAth-CEntric paradigm for stochastic path finding
B Yang, J Dai, C Guo, CS Jensen, J Hu
The VLDB Journal 27, 153-178, 2018
912018
Path cost distribution estimation using trajectory data
J Dai, B Yang, C Guo, CS Jensen, J Hu
Proceedings of the VLDB Endowment 10 (3), 85-96, 2016
842016
Risk-aware path selection with time-varying, uncertain travel costs: a time series approach
J Hu, B Yang, C Guo, CS Jensen
The VLDB Journal 27, 179-200, 2018
722018
Context-aware, preference-based vehicle routing
C Guo, B Yang, J Hu, CS Jensen, L Chen
The VLDB Journal 29, 1149-1170, 2020
552020
Enabling time-dependent uncertain eco-weights for road networks
Y Ma, B Yang, CS Jensen
Proceedings of Workshop on Managing and Mining Enriched Geo-Spatial Data, 1-6, 2014
542014
Evolutionary clustering of moving objects
T Li, L Chen, CS Jensen, TB Pedersen, Y Gao, J Hu
2022 IEEE 38th International Conference on Data Engineering (ICDE), 2399-2411, 2022
522022
Unsupervised path representation learning with curriculum negative sampling
SB Yang, C Guo, J Hu, J Tang, B Yang
arXiv preprint arXiv:2106.09373, 2021
462021
Sequence labeling with meta-learning
J Li, P Han, X Ren, J Hu, L Chen, S Shang
IEEE Transactions on Knowledge and Data Engineering 35 (3), 3072-3086, 2021
342021
Tfb: Towards comprehensive and fair benchmarking of time series forecasting methods
X Qiu, J Hu, L Zhou, X Wu, J Du, B Zhang, C Guo, A Zhou, CS Jensen, ...
arXiv preprint arXiv:2403.20150, 2024
25*2024
Balenas: Differentiable architecture search via the bayesian learning rule
M Zhang, S Pan, X Chang, S Su, J Hu, GR Haffari, B Yang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
232022
Lightpath: Lightweight and scalable path representation learning
SB Yang, J Hu, C Guo, B Yang, CS Jensen
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
222023
Weakly-supervised temporal path representation learning with contrastive curriculum learning
SB Yang, C Guo, J Hu, B Yang, J Tang, CS Jensen
2022 IEEE 38th International Conference on Data Engineering (ICDE), 2873-2885, 2022
212022
Semantic driven attention network with attribute learning for unsupervised person re-identification
S Xu, L Luo, J Hu, B Yang, S Hu
Knowledge-Based Systems 252, 109354, 2022
162022
Origin-destination travel time oracle for map-based services
Y Lin, H Wan, J Hu, S Guo, B Yang, Y Lin, CS Jensen
Proceedings of the ACM on Management of Data 1 (3), 1-27, 2023
152023
Residual memory inference network for regression tracking with weighted gradient harmonized loss
H Zhang, J Zhang, G Nie, J Hu, WJC Zhang
Information Sciences 597, 105-124, 2022
152022
A real time dual-camera surveillance system based on tracking-learning-detection algorithm
J Hu, S Hu, Z Sun
2013 25th Chinese Control and Decision Conference (CCDC), 886-891, 2013
152013
Soup: spatial-temporal demand forecasting and competitive supply in transportation
B Zheng, Q Hu, L Ming, J Hu, L Chen, K Zheng, CS Jensen
IEEE Transactions on Knowledge and Data Engineering 35 (2), 2034-2047, 2021
142021
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