Siyu You

Siyu You

B.Eng. candidate in Electronics and Information Engineering at UESTC, with a dual degree from the University of Glasgow.

Publications

Journal papers

  1. Siyu You, Huayi Gou, Leilei Yang, Zhiliang Liu, Mingjian Zuo. “Local Flaw Detection with Adaptive Pyramid Image Fusion Across Spatial Sampling Resolution for SWRs.” *IEEE Sensors Journal (JCR Q1, IF=4.5).
  2. Leilei Yang, Zhiliang Liu, Siyu You, Mingjian Zuo. “ILF Diagnosis for Steel Wire Ropes Based on Physical Information under Uniform Circular Array.” *NDT & E International (JCR Q1, IF=6.0).

Conference papers

  1. Siyu You, Leilei Yang, Zixu Kuang, Huayi Gou, Longlong Zhang, Zhiliang Liu. “A Signal Matrix-Based Local Flaw Detection Framework for Steel Wire Ropes Using Convolutional Neural Networks.” *2025 International Conference on Mechatronics and Automation, oral presentation.
  2. Leilei Yang, Siyu You, Hailin Zhou, Zhiliang Liu. “Weak LF Signal Detection Based on Multiscale Phase Spectrum Reconstruction for Steel Wire Ropes.” *IEEE PHM Xi’an 2025. Best Paper Award.
  3. Boyuan Gu, Yanhui Yang, Siyu You, Haiyang Sun, Shisheng Guo. “Improved VMD Based Remote Heartbeat Estimation Utilizing 60GHz mmWave Radar.” *IEEE SMC 2025.

Manuscripts under review

  1. Siyu You, Leilei Yang, Zhiliang Liu. “MFLFormer: A Robust Physics-Informed Unsupervised Framework for Industrial Local Flaw Inspection of Steel Wire Ropes.” *IEEE Transactions on Industrial Informatics, under revision.
  2. Shuaiqi Cheng, Jiahao Zhang, Boyuan Gu, Siyu You, Zexin Lu, Huiyu Zhou, Xuming Hu. “TamedFlow: Trajectory-Aware Distillation for Self-Speculative Diffusion Transformers.” NeurIPS 2026, under review.
  3. He Liu, Boyuan Gu, Shuaiqi Cheng, Haiyang Sun, Siyu You, Xuming Hu. “PhysDox: Benchmarking LLMs on Physical Feasibility Auditing of Physiological Sensing Protocols.” EMNLP 2026, under review.

* Corresponding author.