Cover Image

Fusing Urban Structure and Semantics: A Conditional Diffusion Model for Cross-City OD Matrix Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Bin, Meng, Zhuoya, Yang, Fang, Guo, Runkang, Ding, Jingtao, Zhang, Yin, Ai, Chuan, Zhu, Zhengqiu
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Data-driven Crowd Simulation Framework Integrating Physics-informed Machine Learning with Navigation Potential Fields
by: Guo, Runkang, et al.
Published: (2024)

DLW-CI: A Dynamic Likelihood-Weighted Cooperative Infotaxis Approach for Multi-Source Search in Urban Environments Using Consumer Drone Networks
by: Zhang, Xiaoran, et al.
Published: (2025)

Semantic-Fused Multi-Granularity Cross-City Traffic Prediction
by: Chen, Kehua, et al.
Published: (2023)

CityCube: Benchmarking Cross-view Spatial Reasoning on Vision-Language Models in Urban Environments
by: Xu, Haotian, et al.
Published: (2026)

UrbanWorld: An Urban World Model for 3D City Generation
by: Shang, Yu, et al.
Published: (2024)

Harnessing LLMs for Cross-City OD Flow Prediction
by: Yu, Chenyang, et al.
Published: (2024)

Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors
by: Zhang, Yuheng, et al.
Published: (2024)

A Global Commuting Origin-Destination Flow Dataset for Urban Sustainable Development
by: Rong, Can, et al.
Published: (2025)

A class of vertex operator algebras generated by Virasoro vectors
by: Feng, Runkang
Published: (2025)

Structure and representations of the coset vertex operator algebra $C( L_{\widehat{osp(1|2)}}(2,0), L_{\widehat{osp(1|2)}}(1,0)^{\otimes 2})$
by: Feng, Runkang, et al.
Published: (2025)

NL2GenSym: Natural Language to Generative Symbolic Rules for SOAR Cognitive Architecture via Large Language Models
by: Yuan, Fang, et al.
Published: (2025)

A Large-scale Benchmark Dataset for Commuting Origin-destination Matrix Generation
by: Rong, Can, et al.
Published: (2024)

Semantically-Guided Inference for Conditional Diffusion Models: Enhancing Covariate Consistency in Time Series Forecasting
by: Ding, Rui, et al.
Published: (2025)

Latent Feature-Guided Conditional Diffusion for Generative Image Semantic Communication
by: Chen, Zehao, et al.
Published: (2025)

Three‐Component Modular Synthesis of Maleimide‐Fused Carbazoles and Maleimide‐Fused Indoles Under Transition‐Metal‐Free Conditions
by: Qi Yin, et al.
Published: (2025)

Indolocarbazole Fused B,N‐Embedded [9]Helicene Exhibiting Fast Reverse Intersystem Crossing for Efficient Circularly Polarized Electroluminescence
by: Wei‐Chen Guo, et al.
Published: (2025)

OD-VAE: An Omni-dimensional Video Compressor for Improving Latent Video Diffusion Model
by: Chen, Liuhan, et al.
Published: (2024)

SemOD: Semantic Enabled Object Detection Network under Various Weather Conditions
by: Zuo, Aiyinsi, et al.
Published: (2025)

Volatile Capital Flows and Financial Stress in Emerging Economies
by: Zhuoya Guo, et al.
Published: (2025)

Structure and functional properties of aluminum hydroxide reinforced bamboo‐derived cellulose acetate composite film for biodegradable packaging
by: Gaopan Dong, et al.
Published: (2024)

SemCity: Semantic Scene Generation with Triplane Diffusion
by: Lee, Jumin, et al.
Published: (2024)

Relationship between General MP and DPP for the Stochastic Recursive Optimal Control Problem With Jumps: Viscosity Solution Framework
by: Wang, Bin, et al.
Published: (2024)

City Street Layout Generation via Conditional Adversarial Learning
by: Yang, Lehao, et al.
Published: (2023)

Satellites Reveal Mobility: A Commuting Origin-destination Flow Generator for Global Cities
by: Rong, Can, et al.
Published: (2025)

What Scales in Cross-Entropy Scaling Law?
by: Yan, Junxi, et al.
Published: (2025)

Diffusion-Driven Semantic Communication for Generative Models with Bandwidth Constraints
by: Guo, Lei, et al.
Published: (2024)

A New Method for Detecting Urban Impact on Precipitation and Application to Three Cities in Mainland China
by: Mingze Ding, et al.
Published: (2025)

Multimodal Emotion Recognition by Fusing Video Semantic in MOOC Learning Scenarios
by: Zhang, Yuan, et al.
Published: (2024)

Structure-prior Informed Diffusion Model for Graph Source Localization with Limited Data
by: Chen, Hongyi, et al.
Published: (2025)

Rate-Adaptive Generative Semantic Communication Using Conditional Diffusion Models
by: Yang, Pujing, et al.
Published: (2024)

Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation
by: Yuan, Yuan, et al.
Published: (2024)

CymbaDiff: Structured Spatial Diffusion for Sketch-based 3D Semantic Urban Scene Generation
by: Liang, Li, et al.
Published: (2025)

Psychology-driven LLM Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events
by: Liu, Mengzhu, et al.
Published: (2025)

MoveFM-R: Advancing Mobility Foundation Models via Language-driven Semantic Reasoning
by: Meng, Fanjin, et al.
Published: (2025)

Towards Autonomous UAV Visual Object Search in City Space: Benchmark and Agentic Methodology
by: Ji, Yatai, et al.
Published: (2025)

Semantic Digital Twin Modeling of Urban Elements: Methods and Applications in Smart Cities
by: Yuejin Li, et al.
Published: (2025)

SiloFuse: Cross-silo Synthetic Data Generation with Latent Tabular Diffusion Models
by: Shankar, Aditya, et al.
Published: (2024)

AIGB: Generative Auto-bidding via Conditional Diffusion Modeling
by: Guo, Jiayan, et al.
Published: (2024)

CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space
by: Zhao, Yong, et al.
Published: (2025)

Large-scale Urban Facility Location Selection with Knowledge-informed Reinforcement Learning
by: Su, Hongyuan, et al.
Published: (2024)