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Can Rong
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PMF: A privacy-preserving human mobility prediction framework via federated learning
J Feng, C Rong, F Sun, D Guo, Y Li
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
1902020
Context-aware spatial-temporal neural network for citywide crowd flow prediction via modeling long-range spatial dependency
J Feng, Y Li, Z Lin, C Rong, F Sun, D Guo, D Jin
ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (3), 1-21, 2021
222021
Deep learning models for population flow generation from aggregated mobility data
C Rong, J Feng, Y Li
Adjunct Proceedings of the 2019 ACM International Joint Conference on …, 2019
172019
GODDAG: generating origin-destination flow for new cities via domain adversarial training
C Rong, J Feng, J Ding
IEEE Transactions on Knowledge and Data Engineering 35 (10), 10048-10057, 2023
142023
Inferring origin-destination flows from population distribution
C Rong, T Li, J Feng, Y Li
IEEE Transactions on Knowledge and Data Engineering 35 (1), 603-613, 2021
142021
An interdisciplinary survey on origin-destination flows modeling: Theory and techniques
C Rong, J Ding, Y Li
ACM Computing Surveys 57 (1), 1-49, 2024
132024
Causal learning empowered OD prediction for urban planning
J Zeng, G Zhang, C Rong, J Ding, J Yuan, Y Li
Proceedings of the 31st ACM International Conference on Information …, 2022
122022
Complexity-aware large scale origin-destination network generation via diffusion model
C Rong, J Ding, Z Liu, Y Li
arXiv preprint arXiv:2306.04873, 2023
82023
Origin-Destination Network Generation via Gravity-Guided GAN
C Rong, H Wang, Y Li
arXiv preprint arXiv:2306.03390, 2023
82023
Multi-scale simulation of complex systems: a perspective of integrating knowledge and data
H Wang, H Yan, C Rong, Y Yuan, F Jiang, Z Han, H Sui, D Jin, Y Li
ACM Computing Surveys 56 (12), 1-38, 2024
62024
City-wide origin-destination matrix generation via graph denoising diffusion
C Rong, J Ding, Z Liu, Y Li
arXiv preprint arXiv:2306.04873 1, 2023
42023
MOSS: A Large-scale Open Microscopic Traffic Simulation System
J Zhang, W Ao, J Yan, C Rong, D Jin, W Wu, Y Li
arXiv preprint arXiv:2405.12520, 2024
22024
Learning to Generate Temporal Origin-destination Flow Based-on Urban Regional Features and Traffic Information
C Rong, Z Liu, J Ding, Y Li
ACM Transactions on Knowledge Discovery from Data 18 (6), 1-17, 2024
22024
A large-scale benchmark dataset for commuting origin-destination matrix generation
C Rong, J Ding, Y Liu, Y Li
arXiv preprint arXiv:2407.15823, 2024
12024
One Fits All: General Mobility Trajectory Modeling via Masked Conditional Diffusion
Q Long, C Rong, H Wang, Y Li
arXiv preprint arXiv:2501.13347, 2025
2025
A Diffusive Data Augmentation Framework for Reconstruction of Complex Network Evolutionary History
E Xu, C Rong, J Ding, Y Li
arXiv preprint arXiv:2501.06485, 2025
2025
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