COLA: Cross-city Mobility Transformer for Human Trajectory Simulation

Author:

Wang Yu1ORCID,Zheng Tongya2ORCID,Liang Yuxuan3ORCID,Liu Shunyu1ORCID,Song Mingli4ORCID

Affiliation:

1. Zhejiang University, Hangzhou, China

2. Zhejiang University & Hangzhou City University, Hangzhou, China

3. Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China

4. Zhejiang University & Shanghai Institute for Advanced Study of Zhejiang University, Hangzhou, China

Funder

The advanced computing resources provided by the Supercomputing Center of Hangzhou City University

Ningbo Natural Science Foundation

Guangzhou-HKUST (GZ) Joint Funding Program

Zhejiang Province High-Level Talents Special Support Program Leading Talent of Technological Innovation of Ten-Thousands Talents Program

National Natural Science Foundation of China

Zhejiang Province Pioneering Soldier and Leading Goose R&D Project

The Starry Night Science Fund of Zhejiang University Shanghai Institute for Advanced Study

Publisher

ACM

Reference51 articles.

1. Bike flow prediction with multi-graph convolutional networks

2. Di Chai Leye Wang Junxue Zhang Liu Yang Shuowei Cai Kai Chen and Qiang Yang. 2022. Practical Lossless Federated Singular Vector Decomposition over Billion-Scale Data. In ACM Knowledge Discovery and Data Mining.

3. Serina Chang, Emma Pierson, Pang Wei Koh, Jaline Gerardin, Beth Redbird, David Grusky, and Jure Leskovec. 2021. Mobility network models of COVID-19 explain inequities and inform reopening. Nature, Vol. 589, 7840 (2021), 82--87.

4. SMOTE: Synthetic Minority Over-sampling Technique

5. Bias and debias in recommender system: A survey and future directions;Chen Jiawei;ACM Transactions on Information Systems,2023

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