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Guoxing Huang, Feng-Shuo Ye, Yi Lin, Hongyu Yang, Yun-Xiang Han, Dongyue Guo (2026). PaTH: Patch-wise temporal hierarchical modeling for high-resolution flight trajectory prediction. Pattern Recognition.DOI
Aiwei Zhang, Mengfan Li, Di Yao, Yi Lin, Zipei Fan, Minglong Lei, Yaqiong Liu, Shuai Ma, Jing-Ping Bi (2026). FlightGen: Controllable Flight Trajectory Generation with Physics-Constrained Diffusion. Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2.DOI
Yao Wu, Yuanwei Luo, Yupeng Liu, Yi Lin, Yanyong Guo (2026). How to improve the AV safety: From the understanding of AV crashes to safety enhancement strategy. Transportation Research Part A: Policy and Practice.DOI
Ruchun Jia, Jianwei Zhang, Yi Lin, Yun-Xiang Han, Bo Liu, Jing Lu (2026). Endogenous Security for Air Traffic Control: An Edge-Enabled Large-Lightweight Model Framework in Sensor-Clouds. IEEE Network.DOI
Chuang Chen, Yi Lin, Jing Hu, Xia Yuan, Wen-Yi Ge (2026). SRMambaV2: Bioinspired Attention for Sparse Point Cloud Upsampling in Autonomous Driving. IEEE Sensors Journal.DOI
Lirong Zhang, Yi Lin, Suwan Yin, Wu Deng, Hongyu Yang, Jianwei Zhang (2025). Joint scheduling of runway and taxiway considering uncertain taxiing time based on an improved ACO algorithm. Information Sciences.DOI
Dongyue Guo, Shiyu Zhang, Jianwei Zhang, Bo Yang, Yi Lin (2025). Exploring Contextual Knowledge-Enhanced Speech Recognition in Air Traffic Control Communication: A Comparative Study. IEEE Transactions on Neural Networks and Learning Systems.DOI
Zhongna Zhang, Jianwei Zhang, Yi Lin, Kun Zhang, Xuemei Zheng, Deng Xiang (2025). Spatial–Temporal Physics-Constrained Multilayer Perceptron for Aircraft Trajectory Prediction. Applied Sciences.DOI
Wu Deng, Shifan Shang, Lirong Zhang, Yi Lin, Chen Huang, Huimin Zhao, Xiaojuan Ran, Xiangbing Zhou, Hui-Ling Chen (2025). Multi-Strategy Quantum Differential Evolution Algorithm With Cooperative Co-Evolution and Hybrid Search for Capacitated Vehicle Routing. IEEE transactions on intelligent transportation systems (Print).DOI
Haifeng Liu, Dongyue Guo, Shi-Zhong Zhou, Zheng Zhang, Hongyu Yang, Yi Lin (2025). Learning human-like decisions for flight approach: Environment and an imitation learning method. Transportation Research Part C: Emerging Technologies.DOI
Dongyue Guo, Zheng Zhang, Jia-Yi Liu, Jianwei Zhang, Yi Lin (2025). Multi-horizon flight trajectory prediction enabled by time-frequency wavelet transform. Nature Communications.DOI
Yuankai Wu, Jing Yang, Xiaoxu Chen, Yi Lin, Hong-Yu Yang (2024). Long-Term Airport Network Performance Forecasting With Linear Diffusion Graph Networks. IEEE transactions on intelligent transportation systems (Print).DOI
Dongyue Guo, Yi Lin, Xuehang You, Zhongping Yang, Ji-Zhe Zhou, Bo Yang, Jianwei Zhang, Han Shi, Shasha Hu, Zheng Zhang (2023). M2ATS: A Real-world Multimodal Air Traffic Situation Benchmark Dataset and Beyond. ACM Multimedia.DOI
Yi Lin, Dongyue Guo, Yuankai Wu, Lishuai Li, E. Wu, Wen-Yi Ge (2023). Fuel consumption prediction for pre-departure flights using attention-based multi-modal fusion. Information Fusion.DOI
Zhen Yan, Hongyu Yang, Dongyue Guo, Yi Lin (2023). Improving airport arrival flow prediction considering heterogeneous and dynamic network dependencies. Information Fusion.DOI
Lei Wang, Hongyu Yang, Yi Lin, S. Yin, Yuankai Wu (2022). Explainable and Safe Reinforcement Learning for Autonomous Air Mobility. arXiv.org.DOI
Yuankai Wu, Hong-Yu Yang, Yi Lin, Hong Liu (2022). Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction. IEEE Transactions on Knowledge and Data Engineering.DOI
Zhen Yan, Hong-Yu Yang, Fan Li, Yi Lin (2021). A Deep Learning Approach for Short-Term Airport Traffic Flow Prediction. Aerospace.DOI
Lirong Zhang, Hong Liu, E. Wu, Wu Deng, Jianwei Zhang, Yi Lin. An improved differential evolutionary algorithm integrating neighborhood search variation mechanism and multi-strategies for airport gate allocation. Expert systems with applications.DOI