MoveFM-R: Advancing Mobility Foundation Models via Language-driven Semantic Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Meng, Fanjin, Yuan, Yuan, Ding, Jingtao, Feng, Jie, Han, Chonghua, Li, Yong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MoveGPT: Scaling Mobility Foundation Models with Spatially-Aware Mixture of Experts
by: Han, Chonghua, et al.
Published: (2025)
by: Han, Chonghua, et al.
Published: (2025)
UniMove: A Unified Model for Multi-city Human Mobility Prediction
by: Han, Chonghua, et al.
Published: (2025)
by: Han, Chonghua, et al.
Published: (2025)
Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning
by: Yuan, Yuan, et al.
Published: (2025)
by: Yuan, Yuan, et al.
Published: (2025)
UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction
by: Yuan, Yuan, et al.
Published: (2024)
by: Yuan, Yuan, et al.
Published: (2024)
Diffusion Transformers as Open-World Spatiotemporal Foundation Models
by: Yuan, Yuan, et al.
Published: (2024)
by: Yuan, Yuan, et al.
Published: (2024)
Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors
by: Zhang, Yuheng, et al.
Published: (2024)
by: Zhang, Yuheng, et al.
Published: (2024)
UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction
by: Yuan, Yuan, et al.
Published: (2024)
by: Yuan, Yuan, et al.
Published: (2024)
Unveiling the Power of Noise Priors: Enhancing Diffusion Models for Mobile Traffic Prediction
by: Sheng, Zhi, et al.
Published: (2025)
by: Sheng, Zhi, et al.
Published: (2025)
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting
by: Feng, Wanjin, et al.
Published: (2025)
by: Feng, Wanjin, et al.
Published: (2025)
Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation
by: Yuan, Yuan, et al.
Published: (2024)
by: Yuan, Yuan, et al.
Published: (2024)
A Population-to-individual Tuning Framework for Adapting Pretrained LM to On-device User Intent Prediction
by: Gong, Jiahui, et al.
Published: (2024)
by: Gong, Jiahui, et al.
Published: (2024)
Deep Reinforcement Learning-driven Cross-Community Energy Interaction Optimal Scheduling
by: Li, Yang, et al.
Published: (2023)
by: Li, Yang, et al.
Published: (2023)
ChaosNexus: A Foundation Model for ODE-based Chaotic System Forecasting with Hierarchical Multi-scale Awareness
by: Liu, Chang, et al.
Published: (2025)
by: Liu, Chang, et al.
Published: (2025)
Collaborative Deterministic-Probabilistic Forecasting for Diverse Spatiotemporal Systems
by: Sheng, Zhi, et al.
Published: (2025)
by: Sheng, Zhi, et al.
Published: (2025)
Estimating On-road Transportation Carbon Emissions from Open Data of Road Network and Origin-destination Flow Data
by: Zeng, Jinwei, et al.
Published: (2024)
by: Zeng, Jinwei, et al.
Published: (2024)
A Universal Model for Human Mobility Prediction
by: Long, Qingyue, et al.
Published: (2024)
by: Long, Qingyue, et al.
Published: (2024)
TabularFM: An Open Framework For Tabular Foundational Models
by: Tran, Quan M., et al.
Published: (2024)
by: Tran, Quan M., et al.
Published: (2024)
Fine-Tuning Flow Matching via Maximum Likelihood Estimation of Reconstructions
by: Li, Zhaoyi, et al.
Published: (2025)
by: Li, Zhaoyi, et al.
Published: (2025)
CryoFM: A Flow-based Foundation Model for Cryo-EM Densities
by: Zhou, Yi, et al.
Published: (2024)
by: Zhou, Yi, et al.
Published: (2024)
Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length
by: Yu, Zihan, et al.
Published: (2024)
by: Yu, Zihan, et al.
Published: (2024)
Entropy Regularizing Activation: Boosting Continuous Control, Large Language Models, and Image Classification with Activation as Entropy Constraints
by: Kang, Zilin, et al.
Published: (2025)
by: Kang, Zilin, et al.
Published: (2025)
Semantic Step Prediction: Multi-Step Latent Forecasting in LLM Reasoning Trajectories via Step Sampling
by: Yuan, Yidi
Published: (2026)
by: Yuan, Yidi
Published: (2026)
SpectrumFM: Redefining Spectrum Cognition via Foundation Modeling
by: Liu, Chunyu, et al.
Published: (2025)
by: Liu, Chunyu, et al.
Published: (2025)
GraphFM: A Comprehensive Benchmark for Graph Foundation Model
by: Xu, Yuhao, et al.
Published: (2024)
by: Xu, Yuhao, et al.
Published: (2024)
DiffMove: Group Mobility Tendency Enhanced Trajectory Recovery via Diffusion Model
by: Long, Qingyue, et al.
Published: (2025)
by: Long, Qingyue, et al.
Published: (2025)
AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction
by: Feng, Jie, et al.
Published: (2024)
by: Feng, Jie, et al.
Published: (2024)
MobiGPT: A Foundation Model for Mobile Wireless Networks
by: Qi, Xiaoqian, et al.
Published: (2025)
by: Qi, Xiaoqian, et al.
Published: (2025)
ARM-FM: Automated Reward Machines via Foundation Models for Compositional Reinforcement Learning
by: Castanyer, Roger Creus, et al.
Published: (2025)
by: Castanyer, Roger Creus, et al.
Published: (2025)
ECG-FM: An Open Electrocardiogram Foundation Model
by: McKeen, Kaden, et al.
Published: (2024)
by: McKeen, Kaden, et al.
Published: (2024)
UrbanFM: Scaling Urban Spatio-Temporal Foundation Models
by: Chen, Wei, et al.
Published: (2026)
by: Chen, Wei, et al.
Published: (2026)
GlucoFM: A Dual-Stream Foundation Model for Continuous Glucose Monitoring
by: Li, Zechen, et al.
Published: (2026)
by: Li, Zechen, et al.
Published: (2026)
PharMolixFM: All-Atom Foundation Models for Molecular Modeling and Generation
by: Luo, Yizhen, et al.
Published: (2025)
by: Luo, Yizhen, et al.
Published: (2025)
On the Power of Foundation Models
by: Yuan, Yang
Published: (2022)
by: Yuan, Yang
Published: (2022)
SA$^{2}$GFM: Enhancing Robust Graph Foundation Models with Structure-Aware Semantic Augmentation
by: Shi, Junhua, et al.
Published: (2025)
by: Shi, Junhua, et al.
Published: (2025)
WindFM: An Open-Source Foundation Model for Zero-Shot Wind Power Forecasting
by: Fan, Hang, et al.
Published: (2025)
by: Fan, Hang, et al.
Published: (2025)
Foundations of GenIR
by: Ai, Qingyao, et al.
Published: (2025)
by: Ai, Qingyao, et al.
Published: (2025)
ALCo-FM: Adaptive Long-Context Foundation Model for Accident Prediction
by: Neogi, Pinaki Prasad Guha, et al.
Published: (2025)
by: Neogi, Pinaki Prasad Guha, et al.
Published: (2025)
Fusing Urban Structure and Semantics: A Conditional Diffusion Model for Cross-City OD Matrix Generation
by: Chen, Bin, et al.
Published: (2026)
by: Chen, Bin, et al.
Published: (2026)
Beyond Language: Format-Agnostic Reasoning Subspaces in Large Language Models
by: Yuan, Aojie, et al.
Published: (2026)
by: Yuan, Aojie, et al.
Published: (2026)
FM-RME: Foundation Model Empowered Radio Map Estimation
by: Yang, Dong, et al.
Published: (2026)
by: Yang, Dong, et al.
Published: (2026)
Similar Items
-
MoveGPT: Scaling Mobility Foundation Models with Spatially-Aware Mixture of Experts
by: Han, Chonghua, et al.
Published: (2025) -
UniMove: A Unified Model for Multi-city Human Mobility Prediction
by: Han, Chonghua, et al.
Published: (2025) -
Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning
by: Yuan, Yuan, et al.
Published: (2025) -
UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction
by: Yuan, Yuan, et al.
Published: (2024) -
Diffusion Transformers as Open-World Spatiotemporal Foundation Models
by: Yuan, Yuan, et al.
Published: (2024)