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Yonglin Tian

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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129

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Scholarly Papers (3)

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1.

Cograil: Benchmarking Vlms for Cognitive Railway Intrusion Perception

Number of pages: 18 Posted: 20 Aug 2025
Yonglin Tian, Qiyao Zhang, Wei Xu, Yutong Wang, Yihao Wu, Xinyi Li, Hui Zhang, Xingyuan Dai, Baoqing Guo, Yisheng Lv, Zujun Yu and Fei-Yue Wang
affiliation not provided to SSRN, Beijing Institute of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Science and Technology Liaoning, Shanxi Datong University, Beijing Jiaotong University, affiliation not provided to SSRN, Beijing Jiaotong University, affiliation not provided to SSRN, Beijing Jiaotong University and Chinese Academy of Sciences - Institute of Automation
Downloads 82 (796,622)

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Intrusion perception, intelligent railway, visual-language models, foundation models, AI agents

2.

CogRail: Benchmarking VLMs for Cognitive Railway Intrusion Perception

Number of pages: 18 Posted: 30 Aug 2025
Yonglin Tian, Qiyao Zhang, Wei Xu, Yutong Wang, Yihao Wu, Xinyi Li, Hui Zhang, Xingyuan Dai, Baoqing Guo, Yisheng Lv, Zujun Yu and Fei-Yue Wang
affiliation not provided to SSRN, Beijing Institute of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Science and Technology Liaoning, Shanxi Datong University, Beijing Jiaotong University, affiliation not provided to SSRN, Beijing Jiaotong University, affiliation not provided to SSRN, Beijing Jiaotong University and Chinese Academy of Sciences - Institute of Automation
Downloads 44 (1,133,231)

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Intrusion perception, intelligent railway, visual-language models, foundation models, AI agents

3.

Homomorphic-Nonhomomorphic Decomposition: A Verification-Friendly Transformer Architecture

Number of pages: 40 Posted: 15 Jun 2026
Xiaolong Liang, Yisheng Lv, Juanjuan Li, Rui Qin, Yonglin Tian and Fei-Yue Wang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Chinese Academy of Sciences - Institute of Automation
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Verifiable Inference, Transformer Architecture, Modular Verification, Neural Network Verification, trustworthy AI