Jidong J. Yang

24 papers Journal 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cross-Paradigm Evaluation of Gaze-Based Semantic Object Identification for Intelligent Vehicles. CoRR Penghao Deng, Jidong J. Yang, Jiachen Bian
2025	J	`jnl`	Cluster-guided denoising graph auto-encoder for enhanced traffic data imputation and fault detection. Expert Syst. Appl. Yongcan Huang, Hao Zhen, Jidong J. Yang
2025	J	`jnl`	CrashSage: A Large Language Model-Centered Framework for Contextual and Interpretable Traffic Crash Analysis. CoRR Hao Zhen, Jidong J. Yang
2025	J	`jnl`	Leveraging Scene Geometry and Depth Information for Robust Image Deraining. Comput. Ningning Xu, Jidong J. Yang
2025	J	`jnl`	Multi-Agent Visual-Language Reasoning for Comprehensive Highway Scene Understanding. CoRR Yunxiang Yang, Ningning Xu, Jidong J. Yang
2025	J	`jnl`	Multi-view Phase-aware Pedestrian-Vehicle Incident Reasoning Framework with Vision-Language Models. CoRR Hao Zhen, Yunxiang Yang, Jidong J. Yang
2025	J	`jnl`	Structured Prompting and Collaborative Multi-Agent Knowledge Distillation for Traffic Video Interpretation and Risk Inference. Comput. Yunxiang Yang, Ningning Xu, Jidong J. Yang
2025	J	`jnl`	Structured Prompting and Multi-Agent Knowledge Distillation for Traffic Video Interpretation and Risk Inference. CoRR Yunxiang Yang, Ningning Xu, Jidong J. Yang
2025	J	`jnl`	Symmetric contrastive learning for robust fault detection in time-series traffic sensor data. Int. J. Data Sci. Anal. Yongcan Huang, Jidong J. Yang
2025	J	`jnl`	Tab-Text: Bridging tabular data and natural language for enhanced traffic safety analysis and modeling. Expert Syst. Appl. Hao Zhen, Jidong J. Yang
2025	J	`jnl`	VisitHGNN: Heterogeneous Graph Neural Networks for Modeling Point-of-Interest Visit Patterns. CoRR Lin Pang, Jidong J. Yang
2024	J	`jnl`	An Information Gradient Approach to Optimizing Traffic Sensor Placement in Statewide Networks. Inf. Yunxiang Yang, Hao Zhen, Jidong J. Yang
2024	J	`jnl`	Composite Deep Learning Architecture for Vehicle Classification Using Vision Transformers and Wheel Position Features. SN Comput. Sci. Shihan Ma, Jidong J. Yang, Mi Geum Chorzepa, Clint Morris, S. Sonny Kim, Stephan A. Durham
2024	J	`jnl`	Enhancing Nighttime Vehicle Detection with Day-to-Night Style Transfer and Labeling-Free Augmentation. CoRR Yunxiang Yang, Hao Zhen, Yongcan Huang, Jidong J. Yang
2024	J	`jnl`	Enhancing autonomous vehicle safety in rain: a data-centric approach for clear vision. CoRR Mark A. Seferian, Jidong J. Yang
2024	J	`jnl`	Feature Group Tabular Transformer: A Novel Approach to Traffic Crash Modeling and Causality Analysis. CoRR Oscar Lares, Hao Zhen, Jidong J. Yang
2024	J	`jnl`	Leveraging Large Language Models with Chain-of-Thought and Prompt Engineering for Traffic Crash Severity Analysis and Inference. Comput. Hao Zhen, Yucheng Shi, Yongcan Huang, Jidong J. Yang, Ninghao Liu
2024	J	`jnl`	Leveraging Large Language Models with Chain-of-Thought and Prompt Engineering for Traffic Crash Severity Analysis and Inference. CoRR Hao Zhen, Yucheng Shi, Yongcan Huang, Jidong J. Yang, Ninghao Liu
2024	J	`jnl`	Leveraging Scene Geometry and Depth Information for Robust Image Deraining. CoRR Ningning Xu, Jidong J. Yang
2023	J	`jnl`	Image-Based Vehicle Classification by Synergizing Features from Supervised and Self-Supervised Learning Paradigms. CoRR Shihan Ma, Jidong J. Yang
2023	J	`jnl`	Strategic Sensor Placement in Expansive Highway Networks: A Novel Framework for Maximizing Information Gain. Syst. Yunxiang Yang, Jidong J. Yang
2022	J	`jnl`	Co-supervised learning paradigm with conditional generative adversarial networks for sample-efficient classification. CoRR Hao Zhen, Yucheng Shi, Jidong J. Yang, Javad Mohammadpour Vehni
2022	J	`jnl`	Eco-driving Trajectory Planning of a Heterogeneous Platoon in Urban Environments. CoRR Hao Zhen, Sahand Mosharafian, Jidong J. Yang, Javad Mohammadpour Velni
2022	J	`jnl`	Semi-supervised multiscale dual-encoding method for faulty traffic data detection. CoRR Yongcan Huang, Jidong J. Yang