Zipei Fan
Orcid: 0000-0002-1442-1530
According to our database1,
Zipei Fan
authored at least 62 papers
between 2012 and 2024.
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Bibliography
2024
Forecasting Citywide Crowd Transition Process via Convolutional Recurrent Neural Networks.
IEEE Trans. Mob. Comput., May, 2024
PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval.
CoRR, 2024
2023
IEEE Trans. Knowl. Data Eng., November, 2023
EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control.
IEEE Trans. Vis. Comput. Graph., August, 2023
Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor Localization.
IEEE Internet Things J., August, 2023
World Wide Web (WWW), July, 2023
IEEE Trans. Knowl. Data Eng., July, 2023
Missing Road Condition Imputation Using a Multi-View Heterogeneous Graph Network From GPS Trajectory.
IEEE Trans. Intell. Transp. Syst., May, 2023
IEEE Trans. Knowl. Data Eng., 2023
IEEE Internet Things J., 2023
ACM Comput. Surv., 2023
Metapopulation Graph Neural Networks: Deep Metapopulation Epidemic Modeling with Human Mobility.
CoRR, 2023
CoRR, 2023
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Graph Encoding based Hybrid Vision Transformer for Automatic Road Network Extraction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE Global Communications Conference, 2023
Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
ACM Trans. Spatial Algorithms Syst., September, 2022
ACM Trans. Intell. Syst. Technol., 2022
IEEE Internet Things J., 2022
Will you go where you search? A deep learning framework for estimating user search-and-go behavior.
Neurocomputing, 2022
CoRR, 2022
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction (Extended abstract).
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
Exploring intercity regional similarity using worldwide location-based social network data (demo paper).
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
Heterogeneous Hypergraph Neural Network for Friend Recommendation with Human Mobility.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Yahoo! Bousai Crowd Data: A Large-Scale Crowd Density and Flow Dataset in Tokyo and Osaka.
Proceedings of the IEEE International Conference on Big Data, 2022
2021
The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting.
ACM Trans. Knowl. Discov. Data, 2021
Trans. Data Sci., 2021
FedVoting: A Cross-Silo Boosting Tree Construction Method for Privacy-Preserving Long-Term Human Mobility Prediction.
Sensors, 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021
Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
2020
Trajectory fingerprint: one-shot human trajectory identification using Siamese network.
CCF Trans. Pervasive Comput. Interact., 2020
DualSIN: Dual Sequential Interaction Network for Human Intentional Mobility Prediction.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019
VLUC: An Empirical Benchmark for Video-Like Urban Computing on Citywide Crowd and Traffic Prediction.
CoRR, 2019
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019
2018
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018
A Context-Aware Nonnegative Matrix Factorization Framework for Traffic Accident Risk Estimation via Heterogeneous Data.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018
DeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Outbound behavior analysis through social network data: A case study of Chinese people in Japan.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Comparative Perspective of Human Behavior Patterns to Uncover Ownership Bias among Mobile Phone Users.
ISPRS Int. J. Geo Inf., 2016
A Collaborative Filtering Approach to Citywide Human Mobility Completion from Sparse Call Records.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016
2015
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
2014
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014
2012
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012