- Cross|city Mobility Transformer for Human Trajectory Simulation🔍
- Publications🔍
- Tongya Zheng🔍
- uctb/ST|Paper🔍
- HuMob Challenge 2023🔍
- Activity Trajectory Generation via Modeling Spatiotemporal Dynamics🔍
- Modeling and generating human mobility trajectories using ...🔍
- Human Trajectory Completion with Transformers🔍
Cross|city Mobility Transformer for Human Trajectory Simulation
Cross-city Mobility Transformer for Human Trajectory Simulation
Title:COLA: Cross-city Mobility Transformer for Human Trajectory Simulation ... Abstract:Human trajectory data produced by daily mobile devices ...
Cross-city Mobility Transformer for Human Trajectory Simulation
To address these challenges, we have tailored a Cross-city mObiLity trAnsformer (COLA) with a dedicated model-agnostic transfer framework by ...
Cross-city Mobility Transformer for Human Trajectory Simulation
Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, and Mingli Song. 2024. COLA: Cross-city Mobility Transformer for Human Trajectory Simulation.
(PDF) [WWW 2024] COLA: Cross-city Mobility Transformer for ...
PDF | On Mar 9, 2024, Yu Wang and others published [WWW 2024] COLA: Cross-city Mobility Transformer for Human Trajectory Simulation | Find, ...
Cross-city Mobility Transformer for Human Trajectory Simulation
A Cross-city mObiLity trAnsformer with a dedicated model-agnostic transfer framework that leverages a lightweight yet effective post-hoc ...
Cross-city Mobility Transformer for Human Trajectory Simulation
"COLA: Cross-city Mobility Transformer for Human Trajectory Simulation Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song"
Publications ; COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. Yu Wang, Tongya Zheng, Yuxuan Liang ; NuwaDynamics: Discovering and Updating ...
Tongya Zheng - Google Scholar
2022. COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. Y Wang, T Zheng, Y Liang, S Liu, M Song. WWW, 2024, 2024. 8, 2024. Contrastive ...
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, and Mingli Song. In The Web Conference ...
uctb/ST-Paper: Spatio-Temporal Prediction Paper List - GitHub
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. Yu Wang (Zhejiang University, Hangzhou), Tongya Zheng, Yuxuan Liang, Shunyu Liu ...
COLA: Cross-city Mobility Transformer for Human Trajectory ...
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. Yu Wang ,. Tongya Zheng ,. Yuxuan Liang ,. Shunyu Liu ,. Mingli Song. MLAIPREmbodied AIAI ...
HuMob Challenge 2023 - MIT Connection Science
Modeling and generating human mobility trajectories using transformer with day encoding (Team #32, KDDIdbcg) Akihiro Kobayashi, KDDI Research, Japan; Naoto ...
Activity Trajectory Generation via Modeling Spatiotemporal Dynamics
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation · Yu WangTongya ZhengYuxuan LiangShunyu LiuMingli Song. Computer Science, Engineering. The ...
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. Y Wang, T Zheng, Y Liang, S Liu, M Song. International World Wide Web Conference (WWW), ...
Modeling and generating human mobility trajectories using ...
Download Citation | On Nov 13, 2023, Akihiro Kobayashi and others published Modeling and generating human mobility trajectories using transformer with day ...
COLA: Cross-city Mobility Transformer for Human Trajectory ...
Exploring cross-city mobility transfer challenges and proposing COLA for human trajectory simulation.
Human Trajectory Completion with Transformers - Auburn University
With the detailed and accurate human mobility trajectory reported, individual contact information can be accessible and contact tracing will be ...
Practical Synthetic Human Trajectories Generation Based on ...
In this situation, researchers seek to generate synthetic trajectories by simulating human mobility that retains useful information to support downstream ...
SIMULATING CONTINUOUS-TIME HUMAN MOBILITY ...
... city-wise mobility trajectory data of high quality in practice due to ... To better understand human mobility behaviors, learning to simulate realistic mobile ...
Learning Daily Human Mobility with a Transformer-Based Model
Moreover, generative models could be applied for forecasting mobility patterns, given various urban factors (e.g., land use) as input. Conventional modeling ...