Journal Papers (International)

• Yonglin Tian, Yutong Wang*, Yin Zhu, Xuan Li, Xinyuan Zhang, Shixing Li, Hongmei Zhang, Yunzhe Wang, Yong Zhang, Qiang Li, Fei-Yue Wang. From Scenarios Engineering to Scenarios Intelligence: Microworld Models for Embodied AI Based on Parallel Intelligence, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2025.

• Yonglin Tian, Fei Lin, Yiduo Li, Tengchao Zhang, Qiyao Zhang, Xuan Fu, Jun Huang, Xingyuan Dai, Yutong Wang, Chunwei Tian, Bai Li, Yisheng Lv, Fei-Yue Wang. UAVs meet LLMs: Overviews and perspectives towards agentic low-altitude mobility[J]. Information Fusion, 2025, 122: 103158.

• Xingxia Wang, Yuhang Liu, Xiang Cheng, Yutong Wang, Yonglin Tian*, Fei-Yue Wang. ParaDC: Parallel-learning-based dynamometer cards augmentation with diffusion models in sucker rod pump systems[J]. Neurocomputing, 2025, 617: 128973.

• Yonglin Tian, Xianjing Zhang, Xiao Wang*, Jintao Xu, Jiangong Wang, Rui Ai, Weihao Gu, Weiping Ding. ACF-Net: Asymmetric Cascade Fusion for 3D Detection With LiDAR Point Clouds and Images[J]. IEEE Transactions on Intelligent Vehicles, 2023.

• Yonglin Tian, Xuan Li*, Hui Zhang, Chen Zhao, Bai Li, Xiao Wang, Fei-Yue Wang. Vistagpt: Generative parallel transformers for vehicles with intelligent systems for transport automation[J]. IEEE Transactions on Intelligent Vehicles, 2023.

• Yonglin Tian, Jiangong Wang, Yutong Wang, Chen Zhao, Fei Yao and Xiao Wang*, “Federated Vehicular Transformers and Their Federations: Privacy-Preserving Computing and Cooperation for Autonomous Driving,” in IEEE Transactions on Intelligent Vehicles, 2022, 7(3), 456-465.
• Yonglin Tian, Yu Shen, Xiao Wang, Jiangong Wang, Kunfeng Wang, Weiping Ding, Zilei Wang, and Fei-Yue Wang*. Learning Lightweight Dynamic Kernels With Attention Inside via Local–Global Context Fusion[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022.
• Yonglin Tian, Xiao Wang*, Yu Shen, Zhongzheng Guo, Zilei Wang, and Fei-Yue Wang. Parallel Point Clouds: Hybrid Point Cloud Generation and 3D Model Enhancement via Virtual–Real Integration[J]. Remote Sensing, 2021, 13(15): 2868.
• Yonglin Tian, Lichao Huang, Hui Yu, Xiangbin Wu, Xuesong Li, Kunfeng Wang, Zilei Wang, and Fei-Yue Wang*. Context-Aware Dynamic Feature Extraction for 3D Object Detection in Point Clouds[J]. IEEE Transactions on Intelligent Transportation Systems, 2021, 23(8): 10773-10785.
• Yonglin Tian, Kunfeng Wang*, Yuang Wang, Yulin Tian, Zilei Wang, and Fei-Yue Wang. Adaptive and azimuth-aware fusion network of multimodal local features for 3D object detection[J]. Neurocomputing, 2020, 411: 32-44.

• Yonglin Tian, Xuan Li, Kunfeng Wang*, and Fei-Yue Wang. Training and testing object detectors with virtual images[J]. IEEE/CAA Journal of Automatica Sinica, 2018, 5(2): 539-546.

• Jiangong Wang, Yonglin Tian*, Yutong Wang, Jing Yang, Xingxia Wang, Sanjin Wang, Oliver Kwan. A framework and operational procedures for metaverses-based industrial foundation models[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 53(4): 2037-2046.
• Yutong Wang, Yonglin Tian*, Jiangong Wang, Yansong Cao, Shixing Li, Bin Tian. Integrated inspection of QoM, QoP, and QoS for AOI industries in metaverses[J]. IEEE/CAA Journal of Automatica Sinica, 2022, 9(12): 2071-2078.

Conference Papers

• Hui Zhang, Yiteng Xu, Yonglin Tian,, Yidong Li, Tiago H Falk, Fei-Yue Wang. Selective Shift: Towards Personalized Domain Adaptation in Multi-Agent Collaborative Perception[C]//Proceedings of the 33rd ACM International Conference on Multimedia. 2025: 886-895.
• Boyi Sun, Yuhang Liu, Houxin He, Yonglin Tian, Fei-Yue Wang. AnnofreeOD: Detecting All Classes at Low Frame Rates Without Human Annotations[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision. 2025: 5315-5325.
• Fei Lin, Yonglin Tian, Tengchao Zhang, Jun Huang, Sangtian Guan, Fei-Yue Wang. Airvista-ii: An agentic system for embodied uavs toward dynamic scene semantic understanding[C]. IEEE International Conference on Systems, Man, and Cybernetics, 2025.
• Xinyuan Zhang, Yonglin Tian*, Fei Lin, Yue Liu, Jing Ma, Korn{'e}lia S{'a}ra Szatm{'a}ry, Fei-Yue Wang. LogisticsVLN: Vision-Language Navigation For Low-Altitude Terminal Delivery Based on Agentic UAVs[C]//2025 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC). IEEE, 2025.
• Fei Lin, Yonglin Tian, Yunzhe Wang, Tengchao Zhang, Fei-Yue Wang. Airvista: Empowering uavs with 3d spatial reasoning abilities through a multimodal large language model agent[C]//2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC). IEEE, 2024: 476-481.
• Yonglin Tian, Fei Lin, Xinyuan Zhang, JIngwei Ge, Yutong Wang, Xingyuan Dai, Yisheng, Fei-Yue Wang. Logisticsvista: 3d terminal delivery services with uavs, ugvs and usvs based on foundation models and scenarios engineering[C]//2024 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI). IEEE, 2024: 2-7. (Best Application Paper)
• Yonglin Tian, Xiao Wang, Yu Shen, Yuhang Liu, Zilei Wang, Fei-Yue Wang. Semantic-enhanced Graph Voxelization for Pillar-based 3D Detection from Point Clouds[C]//2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC). IEEE, 2022: 310-315.

Journal Papers (Chinese)

• 田永林, 王雨桐, 王兴霞, 杨静, 沈甜雨, 王建功, 范丽丽, 郭超, 王寿文, 赵勇, 武万森， 王飞跃. 从 RAG 到 SAGE: 现状与展望[J]. 自动化学报, 2025, 51: 1-25.
• 田永林, 王兴霞, 王雨桐, 王建功, 郭超, 范丽丽, 沈甜雨, 武万森, 张红梅, 朱正秋, 王飞跃. RAG-PHI: 检索增强生成驱动的平行人与平行智能[J]. 智能科学与技术学报, 6(1)， 2024.