:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Fang, Jiayu, Shao, Zhiqi, Xi, Haoning, Choy, Boris, Gao, Junbin
Format:	Preprint
Published:	2026
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2601.05521
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

STPFormer: A State-of-the-Art Pattern-Aware Spatio-Temporal Transformer for Traffic Forecasting
by: Fang, Jiayu, et al.
Published: (2025)

SVDformer: Direction-Aware Spectral Graph Embedding Learning via SVD and Transformer
by: Fang, Jiayu, et al.
Published: (2025)

STLLM-DF: A Spatial-Temporal Large Language Model with Diffusion for Enhanced Multi-Mode Traffic System Forecasting
by: Shao, Zhiqi, et al.
Published: (2024)

ST-Mamba: Spatial-Temporal Selective State Space Model for Traffic Flow Prediction
by: Shao, Zhiqi, et al.
Published: (2024)

ST-MambaSync: The Complement of Mamba and Transformers for Spatial-Temporal in Traffic Flow Prediction
by: Shao, Zhiqi, et al.
Published: (2024)

HGAurban: Heterogeneous Graph Autoencoding for Urban Spatial-Temporal Learning
by: Zhang, Qianru, et al.
Published: (2024)

From Prediction to Prevention: Using Text Mining and Explainable Machine Learning for Urban Bus Accident Analytics
by: Bowei Chen, et al.
Published: (2026)

Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration
by: Hafner, Sebastian, et al.
Published: (2024)

Urban Traffic Accident Frequency Modeling: An Improved Spatial Matrix Construction Method
by: Jing Gan, et al.
Published: (2025)

UrbanGraphEmbeddings: Learning and Evaluating Spatially Grounded Multimodal Embeddings for Urban Science
by: Zhang, Jie, et al.
Published: (2026)

UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding
by: Feng, Jie, et al.
Published: (2025)

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models
by: Liu, Yuhang, et al.
Published: (2025)

CCDSReFormer: Traffic Flow Prediction with a Criss-Crossed Dual-Stream Enhanced Rectified Transformer Model
by: Shao, Zhiqi, et al.
Published: (2024)

ME-CPT: Multi-Task Enhanced Cross-Temporal Point Transformer for Urban 3D Change Detection
by: Zhang, Luqi, et al.
Published: (2025)

Temporally and Spatially Adaptive Models for Estimating Transient Urban Populations: Integrating Interpolation Techniques With Spatial Criteria
by: Mina Sadeghi, et al.
Published: (2026)

UrbanMoE: A Sparse Multi-Modal Mixture-of-Experts Framework for Multi-Task Urban Region Profiling
by: Liu, Pingping, et al.
Published: (2026)

BIM ‐Based Urban Building Facility Information Management System
by: Cheng Guo, et al.
Published: (2025)

UrbanVerse: Learning Urban Region Representation Across Cities and Tasks
by: Sun, Fengze, et al.
Published: (2026)

Atlas Urban Index: A VLM-Based Approach for Spatially and Temporally Calibrated Urban Development Monitoring
by: Chander, Mithul, et al.
Published: (2025)

IME: Integrating Multi-curvature Shared and Specific Embedding for Temporal Knowledge Graph Completion
by: Wang, Jiapu, et al.
Published: (2024)

StreetView-Waste: A Multi-Task Dataset for Urban Waste Management
by: Paulo, Diogo J., et al.
Published: (2025)

LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction
by: Jiang, Jiawei, et al.
Published: (2023)

Early Response Framework for Accident Detection and Prevention Through Multi‐Zone Fog‐Cloud Collaboration for Safety‐Critical Applications
by: Moumita Mishra, et al.
Published: (2025)

Asset Management of Urban Drainage Systems
Published: (2024)

Community-Based Urban Violence Prevention
Published: (2020)

Unified Data Management and Comprehensive Performance Evaluation for Urban Spatial-Temporal Prediction [Experiment, Analysis & Benchmark]
by: Jiang, Jiawei, et al.
Published: (2023)

Integrating Spatial–Temporal Heterogeneity and Driving Mechanisms of Ecosystem Services Into Spatial Management Across Urban Hierarchies: A Case of the Yangtze River Economic Belt, China
by: Qiaoling Luo, et al.
Published: (2025)

UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models
by: Jiang, Yue, et al.
Published: (2024)

Urban Agriculture & Regional Food Systems Special Section: Improving Livability in Urban Areas: Examining Urban and Peri‐Urban Soil and Plant Management
by: Roberta Bulgari, et al.
Published: (2024)

A Traffic Management Framework for On-Demand Urban Air Mobility Systems
by: Pooladsanj, Milad, et al.
Published: (2023)

Multi-Pedestrian Safety Warning at Urban Intersections Use Case of Digital Twin
by: Fu, Yongjie, et al.
Published: (2026)

The Delivery Time Performance Study of a Novel Collaborative Delivery System Integrating Drones and Ground Public Transit for Urban Last‐Mile Delivery
by: Shaozhi Hong, et al.
Published: (2025)

Effect of Spatial and Temporal Urban Isolation on the Genetic Diversity, Acoustic Variation, and Morphological Characteristics of an Urban Survivor Bird Species
by: Luis Cueva, et al.
Published: (2025)

MDAS-GNN: Multi-Dimensional Spatiotemporal GNN with Spatial Diffusion for Urban Traffic Risk Forecasting
by: Gao, Ziyuan
Published: (2025)

UrbanFM: Scaling Urban Spatio-Temporal Foundation Models
by: Chen, Wei, et al.
Published: (2026)

Smart Urban Safety and Security
Published: (2024)

CityGPT: Towards Urban IoT Learning, Analysis and Interaction with Multi-Agent System
by: Guan, Qinghua, et al.
Published: (2024)

SpecSTG: A Fast Spectral Diffusion Framework for Probabilistic Spatio-Temporal Traffic Forecasting
by: Lin, Lequan, et al.
Published: (2024)

An Analysis of Factors Influencing Accidents outside Urban Areas in Sistan and Baluchestan Province
by: Siroos Mardanian, et al.
Published: (2024)

Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity
by: Chen, Minxiao, et al.
Published: (2024)