TRUST-UP: Trustworthy reinforcement learning using safe techniques for UAV pursuit Yaosheng Deng, Mengtao Lyu, Junjie Gao, Jiaping Xiao, Mir Feroskhan ADVEI (Advanced Engineering Informatics)
How Multi-sector Planning Shapes Shared Situation Awareness Among Air Traffic Controllers: A Team-Level Eye-Tracking Evaluation Zhimin Li, Meng-Hsueh Hsieh, Mercedes Premalatha Ramesh, Imen Dhief, Mengtao Lyu, Mir Feroskhan HCII (International Conference on Human-Computer Interaction)
Human-AI Decision Support for Sustainable Air Traffic Controller Workload: Forecast-Informed Bilevel-Optimized Task-Load Estimation Mercedes Premalatha Ramesh, Mengtao Lyu, Imen Dhief, Zhimin Li, Mir Feroskhan HCII (International Conference on Human-Computer Interaction)
Predicting detection failures in air traffic control: Leveraging fixation-state transitions and LLM-driven probabilistic threshold tuning Zhimin Li, Mengtao Lyu, Hongliang Qiao, Tiance Yang, Chun-Hsien Chen, Fan Li ADVEI (Advanced Engineering Informatics)
From Expectation to Evaluation: Expectation Cues Systematically Bias LLM and Human Judgment Yiteng Sun, Danica Dillion, Kurt Gray, Mengtao Lyu, Zhuorui Zhang, Fan Li CHI (CHI Conference on Human Factors in Computing Systems)
ARHUD design for dynamic spatial information presentation to improve driver situation awareness of blind spots Yiteng Sun, Donglin Li, Su Han, Mengtao Lyu, Fan Li IJHCS (International Journal of Human-Computer Studies)
Do you need help? Identifying and responding to pilots’ troubleshooting through eye-tracking and Large Language Model Mengtao Lyu, Fan Li IJHCS (International Journal of Human-Computer Studies)
Tracking the Unseen and Unaware: Deciphering Controllers' Detection Failures to Warnings Through Eye-Tracking Metrics Zhimin Li, Fan Li, Mengtao Lyu IJHCI (International Journal of Human–Computer Interaction)
VALIO: Visual attention-based linear temporal logic method for explainable out-of-the-loop identification Mengtao Lyu, Fan Li, Ching-Hung Lee, Chun-Hsien Chen KBS (Knowledge-Based Systems)
Flashlight model: Integrating attention distribution and attention resources for pilots’ visual behaviour analysis and performance prediction Mengtao Lyu, Fan Li, Xingda Qu, Qinbiao Li IJIE (International Journal of Industrial Ergonomics)
Patterning Risk: An Innovative Task Design Method for Simulating Incidents in Transportation Studies Mengtao Lyu, Fan Li AHFE (15th International Conference on Applied Human Factors and Ergonomics)
Leveraging eye-tracking technologies to promote aviation safety- A review of key aspects, challenges, and future perspectives Lyu Mengtao, Li Fan, Xu Gangyan, Han Su Safety science
Recognising situation awareness associated with different workloads using EEG and eye-tracking features in air traffic control tasks Qinbiao Li, Kam KH Ng, CM Simon, Cho Yin Yiu, Mengtao Lyu KBS (Knowledge-Based Systems)
The Effects of Adaptive Automation on Pilots’ Flight Control Performance and Visual Attention Distribution Mengtao Lyu, Fan Li, Ching-Hung Lee TE (The 30th ISTE International Conference on Transdisciplinary Engineering)
Achieving Knowledge-as-a-Service in IIoT-driven smart manufacturing: A crowdsourcing-based continuous enrichment method for Industrial Knowledge Graph Mengtao Lyu, Xinyu Li, Chun-Hsien Chen ADVEI (Advanced Engineering Informatics)
Exploiting knowledge graphs in industrial products and services: A survey of key aspects, challenges, and future perspectives Xinyu Li, Mengtao Lyu, Zuoxu Wang, Chun-Hsien Chen, Pai Zheng CII (Computers in Industry)