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Yancheng Ling

Observed name: Ling, Yancheng
ORCID: 0000-0003-4289-2388
Observed ORCID: 0000-0003-4289-2388
OpenAlex ID: A5022072271
PedAST-GCN: Fast Pedestrian Crossing Intention Prediction Using Spatial–Temporal Attention Graph Convolution Networks
2024 · Yancheng Ling, Zhenliang Ma, et al. · IEEE Transactions on Intelligent Transportation Systems · 38
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Real-time bus arrival delays analysis using seemingly unrelated regression model
2024 · Qi Zhang, Zhenliang Ma, et al. · Transportation · 14
A deep learning approach for robust traffic accident information extraction from online chinese news
2024 · Yancheng Ling, Zhenliang Ma, et al. · IET Intelligent Transport Systems · 14
A review of knowledge graph construction using large language models in transportation: Problems, methods, and challenges
2025 · Yancheng Ling, Zhenlin Qin, et al. · Transportation Research Part C Emerging Technologies · 13
STMA-GCN_PedCross: Skeleton Based Spatial-Temporal Graph Convolution Networks with Multiple Attentions for Fast Pedestrian Crossing Intention Prediction
2023 · Yancheng Ling, Qi Zhang, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 10
Driver Eye Location and State Estimation Based on a Robust Model and Data Augmentation
2021 · Yancheng Ling, Ruifa Luo, et al. · IEEE Access · 10
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SA-BiGCN: Bi-Stream Graph Convolution Networks With Spatial Attentions for the Eye Contact Detection in the Wild
2023 · Yancheng Ling, Zhenliang Ma, et al. · IEEE Transactions on Intelligent Transportation Systems · 7
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A foundational individual mobility prediction model based on open-source large language models
2026 · Zhenlin Qin, Leizhen Wang, et al. · Transportation Research Part C Emerging Technologies · 6
Causal Graph Discovery for Urban Bus Operation Delays: A Case Study in Stockholm
2025 · Qi Zhang, Zhenliang Ma, et al. · Transportation Research Record Journal of the Transportation Research Board · 6
Pedestrian Crossing Intention Prediction in the Wild: A Survey
2024 · Yancheng Ling, Zhenliang Ma · CHAIN · 6
Efficient and Robust Driver Fatigue Detection Framework Based on the Visual Analysis of Eye States
2023 · Yancheng Ling, Xiaoxiong Weng · PROMET - Traffic&Transportation · 4
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Bus driver deceleration behavior modeling at intersections using multi-source on-board sensor data
2025 · Yancheng Ling, Zhenliang Ma, et al. · Journal of Public Transportation · 3
SemaPop: Semantic-Persona Conditioned and Controllable Population Synthesis
2026 · Qin, Zhenlin, Ling, Yancheng, et al. · arXiv (Cornell University) · 2
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VLMPed-CoT: A large vision-language model with a chain-of-thought mechanism for pedestrian crossing intention prediction
2026 · Yancheng Ling, Zhenlin Qin, et al. · Communications in Transportation Research · 1
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Large language models for urban transportation
2026 · Zhenliang Ma, Leizhen Wang, et al. · Elsevier eBooks · 1
Cross-City Transferability of Urban Green View Index Estimation from Satellite Imagery within Selected European Contexts
2026 · Jinghan Xu, Yancheng Ling, et al. · Transportation Research Record Journal of the Transportation Research Board
EvoSignal: LLM-Guided Evolutionary Design of Modular Traffic Signal Control Programs
2026 · Wang, Leizhen, Duan, Peibo, et al. · arXiv (Cornell University)
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On-Board Pedestrian Crossing Intention Prediction for Intelligent Vehicles: Deployment, Optimization, and Evaluation
2026 · Yancheng Ling, Lin Zhao, et al.
A Bayesian Framework for Evaluating Scenario Compatibility in Generative Population Synthesis
2026 · Qin, Zhenlin, Wang, Leizhen, et al. · arXiv (Cornell University)
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BoostTaxo: Zero-Shot Taxonomy Induction via Boosting-Style Agentic Reasoning and Constraint-Aware Calibration
2026 · Ling, Yancheng, Qin, Zhenlin, et al. · arXiv (Cornell University)
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List of contributors
2026 · Mohamed Abdel-Aty, Mohamed Abouelela, et al. · Elsevier eBooks
VLMPed-CoT: A Large Vision-Language Model with Chain-of-Thought Mechanism for Pedestrian Crossing Intention Prediction
2025 · Yancheng Ling, Zhenlin Qin, et al.
Information Extraction and Analysis of Chinese Traffic News
2022 · Xiaoxian Dong, Xiaoxiong Weng, et al. · IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData)
Works count: 24
Citation count: 136
H-index: 7
I10-index: 6
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