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Yang Tiance

Hong Kong Polytechnic University

SCHOLARLY PAPERS

4

DOWNLOADS

343

TOTAL CITATIONS

1

Scholarly Papers (4)

1.

Aviationcopilot: Building a Reliable Llm-Based Aviation Copilot Inspired by Human Pilot Training

Number of pages: 15 Posted: 27 May 2025
affiliation not provided to SSRN, Wuhan University, Hong Kong Polytechnic University, Hong Kong Polytechnic University, Wuhan University, Wuhan University and Hong Kong Polytechnic University
Downloads 196 (426,635)

Abstract:

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Aviation AI Copilot, Aviation Knowledge Injection, OpenAviation Benchmark, Large Language Models (LLMs), Knowledge-Structure-Aware Training

2.

Unveiling Cockpit Insights: Llms-Driven Generative Knowledge Graph for Pilot Operations

Number of pages: 33 Posted: 13 Mar 2025
Yang Tiance, Fan Li, Shanshan Feng and Ruobing Huang
Hong Kong Polytechnic University, Hong Kong Polytechnic University, affiliation not provided to SSRN and Hong Kong Polytechnic University
Downloads 72 (916,100)
Citation 1

Abstract:

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Aviation Operations, knowledge graph, Large language model, knowledge extraction

Predicting Detection Failures in Air Traffic Control: Leveraging Fixation-state Transitions and LLM-driven Probabilistic Threshold Tuning

Number of pages: 29 Posted: 19 Nov 2025
Hong Kong Polytechnic University, Georgia Institute of Technology, Hong Kong Polytechnic University, Hong Kong Polytechnic University, School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore and Hong Kong Polytechnic University
Downloads 30 (1,385,838)

Abstract:

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Detection failure, visual attention, Class imbalance, Large Language Model, probabilistic threshold adjustment

Predicting Detection Failures in Air Traffic Control: Leveraging Fixation-state Transitions and LLM-driven Probabilistic Threshold Tuning

Number of pages: 29 Posted: 19 Nov 2025
Hong Kong Polytechnic University, Georgia Institute of Technology, Hong Kong Polytechnic University, Hong Kong Polytechnic University, School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore and Hong Kong Polytechnic University
Downloads 24 (1,486,852)

Abstract:

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Detection failure, visual attention, Class imbalance, Large Language Model, probabilistic threshold adjustment

4.

CALM: A Workload-Aware Agent for Mitigating Workload Transition Risks in Aviation Emergencies

Number of pages: 38 Posted: 23 Mar 2026
Ruobing Huang, Yang Tiance, Shanshan Feng and Fan Li
Hong Kong Polytechnic University, Hong Kong Polytechnic University, Harbin Institute of Technology and Hong Kong Polytechnic University
Downloads 21 (1,509,872)

Abstract:

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Aviation emergencies, Adaptive cognitive support, Workload transitions, Large Language Models, Human-agent teaming