Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Xiwen, Boroujeni, Sayed Pedram Haeri, Shu, Xin, Li, Huayu, Razi, Abolfazl |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Opinion Dynamics in Social Multiplex Networks with Mono and Bi-directional Interactions in the Presence of Leaders
by: Talebi, Amirreza, et al.
Published: (2024)
by: Talebi, Amirreza, et al.
Published: (2024)
Integrating Random Regret Minimization-Based Discrete Choice Models with Mixed Integer Linear Programming for Revenue Optimization
by: Talebi, Amirreza, et al.
Published: (2024)
by: Talebi, Amirreza, et al.
Published: (2024)
Meta-Adaptive Beam Search Planning for Transformer-Based Reinforcement Learning Control of UAVs with Overhead Manipulators under Flight Disturbances
by: Alzorgan, Hazim, et al.
Published: (2026)
by: Alzorgan, Hazim, et al.
Published: (2026)
From Talking Words to Sharing Thoughts: Scalable Multi-LLM Aggregation via Structured Message Passing
by: Mehrabi, Niloufar, et al.
Published: (2026)
by: Mehrabi, Niloufar, et al.
Published: (2026)
Enhanced Cooperative Perception for Autonomous Vehicles Using Imperfect Communication
by: Sarlak, Ahmad, et al.
Published: (2024)
by: Sarlak, Ahmad, et al.
Published: (2024)
FLAME Diffuser: Wildfire Image Synthesis using Mask Guided Diffusion
by: Wang, Hao, et al.
Published: (2024)
by: Wang, Hao, et al.
Published: (2024)
Don't Waste Bits! Adaptive KV-Cache Quantization for Lightweight On-Device LLMs
by: Boroujeni, Sayed Pedram Haeri, et al.
Published: (2026)
by: Boroujeni, Sayed Pedram Haeri, et al.
Published: (2026)
All You Need for Object Detection: From Pixels, Points, and Prompts to Next-Gen Fusion and Multimodal LLMs/VLMs in Autonomous Vehicles
by: Boroujeni, Sayed Pedram Haeri, et al.
Published: (2025)
by: Boroujeni, Sayed Pedram Haeri, et al.
Published: (2025)
Geographical Information Alignment Boosts Traffic Analysis via Transpose Cross-attention
by: Jiang, Xiangyu, et al.
Published: (2024)
by: Jiang, Xiangyu, et al.
Published: (2024)
COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting
by: Ju, Wei, et al.
Published: (2024)
by: Ju, Wei, et al.
Published: (2024)
Traffic Engineering in Large-scale Networks with Generalizable Graph Neural Networks
by: Zhou, Fangtong, et al.
Published: (2025)
by: Zhou, Fangtong, et al.
Published: (2025)
Driving Towards Inclusion: A Systematic Review of AI-powered Accessibility Enhancements for People with Disability in Autonomous Vehicles
by: Bastola, Ashish, et al.
Published: (2024)
by: Bastola, Ashish, et al.
Published: (2024)
FedMIL: Federated-Multiple Instance Learning for Video Analysis with Optimized DPP Scheduling
by: Bastola, Ashish, et al.
Published: (2024)
by: Bastola, Ashish, et al.
Published: (2024)
Disentangled Condensation for Large-scale Graphs
by: Xiao, Zhenbang, et al.
Published: (2024)
by: Xiao, Zhenbang, et al.
Published: (2024)
What Is Missing In Homophily? Disentangling Graph Homophily For Graph Neural Networks
by: Zheng, Yilun, et al.
Published: (2024)
by: Zheng, Yilun, et al.
Published: (2024)
Chi-Square Wavelet Graph Neural Networks for Heterogeneous Graph Anomaly Detection
by: Li, Xiping, et al.
Published: (2025)
by: Li, Xiping, et al.
Published: (2025)
Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis
by: Nippani, Abhinav, et al.
Published: (2023)
by: Nippani, Abhinav, et al.
Published: (2023)
Incorporating Heterophily into Graph Neural Networks for Graph Classification
by: Yang, Jiayi, et al.
Published: (2022)
by: Yang, Jiayi, et al.
Published: (2022)
Forward Learning of Graph Neural Networks
by: Park, Namyong, et al.
Published: (2024)
by: Park, Namyong, et al.
Published: (2024)
Revisiting the Message Passing in Heterophilous Graph Neural Networks
by: Zheng, Zhuonan, et al.
Published: (2024)
by: Zheng, Zhuonan, et al.
Published: (2024)
Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network
by: Zheng, Yilun, et al.
Published: (2024)
by: Zheng, Yilun, et al.
Published: (2024)
Dynamic Graph with Similarity-Aware Attention Graph Neural Network for Recommender Systems
by: Senapati, Aadarsh, et al.
Published: (2026)
by: Senapati, Aadarsh, et al.
Published: (2026)
Link Prediction with Physics-Inspired Graph Neural Networks
by: Di Francesco, Andrea Giuseppe, et al.
Published: (2024)
by: Di Francesco, Andrea Giuseppe, et al.
Published: (2024)
Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification
by: Xie, Beini, et al.
Published: (2024)
by: Xie, Beini, et al.
Published: (2024)
Disambiguated Node Classification with Graph Neural Networks
by: Zhao, Tianxiang, et al.
Published: (2024)
by: Zhao, Tianxiang, et al.
Published: (2024)
Heterogeneous Graph Neural Network on Semantic Tree
by: Guan, Mingyu, et al.
Published: (2024)
by: Guan, Mingyu, et al.
Published: (2024)
Graph Neural Networks with Diverse Spectral Filtering
by: Guo, Jingwei, et al.
Published: (2023)
by: Guo, Jingwei, et al.
Published: (2023)
Feature Selection and Extraction for Graph Neural Networks
by: Acharya, Deepak Bhaskar, et al.
Published: (2019)
by: Acharya, Deepak Bhaskar, et al.
Published: (2019)
Heterophilous Distribution Propagation for Graph Neural Networks
by: Zheng, Zhuonan, et al.
Published: (2024)
by: Zheng, Zhuonan, et al.
Published: (2024)
A Unified Graph Selective Prompt Learning for Graph Neural Networks
by: Jiang, Bo, et al.
Published: (2024)
by: Jiang, Bo, et al.
Published: (2024)
A Survey of Graph Neural Networks for Social Recommender Systems
by: Sharma, Kartik, et al.
Published: (2022)
by: Sharma, Kartik, et al.
Published: (2022)
GNNAnatomy: Rethinking Model-Level Explanations for Graph Neural Networks
by: Lu, Hsiao-Ying, et al.
Published: (2024)
by: Lu, Hsiao-Ying, et al.
Published: (2024)
Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting
by: Zheng, Yufan, et al.
Published: (2024)
by: Zheng, Yufan, et al.
Published: (2024)
How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing
by: Huang, Keke, et al.
Published: (2024)
by: Huang, Keke, et al.
Published: (2024)
GraphMU: Repairing Robustness of Graph Neural Networks via Machine Unlearning
by: Wu, Tao, et al.
Published: (2024)
by: Wu, Tao, et al.
Published: (2024)
Demystifying Oversmoothing in Attention-Based Graph Neural Networks
by: Wu, Xinyi, et al.
Published: (2023)
by: Wu, Xinyi, et al.
Published: (2023)
Manufacturing Service Capability Prediction with Graph Neural Networks
by: Li, Yunqing, et al.
Published: (2024)
by: Li, Yunqing, et al.
Published: (2024)
The Expressive Power of Graph Neural Networks: A Survey
by: Zhang, Bingxu, et al.
Published: (2023)
by: Zhang, Bingxu, et al.
Published: (2023)
Conditional Local Feature Encoding for Graph Neural Networks
by: Wang, Yongze, et al.
Published: (2024)
by: Wang, Yongze, et al.
Published: (2024)
Eyes on the Environment: AI-Driven Analysis for Fire and Smoke Classification, Segmentation, and Detection
by: Boroujeni, Sayed Pedram Haeri, et al.
Published: (2025)
by: Boroujeni, Sayed Pedram Haeri, et al.
Published: (2025)
Similar Items
-
Opinion Dynamics in Social Multiplex Networks with Mono and Bi-directional Interactions in the Presence of Leaders
by: Talebi, Amirreza, et al.
Published: (2024) -
Integrating Random Regret Minimization-Based Discrete Choice Models with Mixed Integer Linear Programming for Revenue Optimization
by: Talebi, Amirreza, et al.
Published: (2024) -
Meta-Adaptive Beam Search Planning for Transformer-Based Reinforcement Learning Control of UAVs with Overhead Manipulators under Flight Disturbances
by: Alzorgan, Hazim, et al.
Published: (2026) -
From Talking Words to Sharing Thoughts: Scalable Multi-LLM Aggregation via Structured Message Passing
by: Mehrabi, Niloufar, et al.
Published: (2026) -
Enhanced Cooperative Perception for Autonomous Vehicles Using Imperfect Communication
by: Sarlak, Ahmad, et al.
Published: (2024)