顾博元 Boyuan Gu

清华大学深圳国际研究生院
guboyuan79@gmail.com · GitHub · 谷歌学术 · ORCID

研究方向

统计机器学习、多模态生理信号处理、不确定性建模、跨个体适应，以及医疗人工智能的物理可行性评估。

教育经历

产业与研究经历

研究经历

论文发表

† 共同第一作者；* 通讯作者。

1. The Neural-Wave Quick Escape Manual 2036: A Field Guide to Adversarial Living in the Era of "Empathic" AIoT. Boyuan Gu, Shuaiqi Cheng. ACM Interactions, 2026.
2. TamedFlow: Trajectory-Aware Distillation for Teacher-Assisted Diffusion Sampling. Shuaiqi Cheng, Jiahao Zhang, Boyuan Gu, Siyu You, Yuxi Chen, Haiying Xu, Zexin Lu, Huiyu Zhou, Xuming Hu. arXiv preprint arXiv:2610.26025, 2026.
3. DT4ECG: A dual-task learning framework for ECG-based human identity recognition and human activity detection. Siyu You, Boyuan Gu, Yanhui Yang, Shiyu Yu, Shisheng Guo. Biomedical Physics & Engineering Express （已录用）, 2026.
4. CALM-BP: Observation-Matched Physiological Semantic Grounding for Non-Contact Blood Pressure Estimation. Haiyang Sun, Boyuan Gu, Yongjie Liu. arXiv preprint arXiv:2608.21744, 2026.
5. Rectify Then Diffuse: Disentangling Concepts Before Denoising Trajectory Unfolds. Ning Zhu, An Chen, Mengfei Zhao, Juntao Xu, Jingze Liang, Boyuan Gu, Liang-Jian Deng. arXiv preprint arXiv:2608.03135, 2026.
6. BioDisclose: An Actionability-Aware Benchmark for Biomedical Safety under Adversarial Elicitation. Yinuo Zhu, He Liu, Boyuan Gu. IEEE BIBE, 2026.
7. Synergistic Blood Pressure Estimation via Contactless mmWave Radar and Imaging Photoplethysmography: A Feasibility Study. Boyuan Gu, Haiyang Sun, Yongjie Liu, Guangji Ma, Guanghao Sun, Xiaorong Ding. IEEE Sensors Journal, 2026.
8. PhysDox: Benchmarking LLMs on Physical Feasibility Auditing of Physiological Sensing Protocols. He Liu^†, Boyuan Gu^†*, Shuaiqi Cheng, Haiyang Sun, Siyu You, Xuming Hu^*. Findings of EMNLP, 2026.
9. Robust Human Activity Recognition via Multimodal Fusion of mmWave Radar and LiDAR. Xudong Zhao, Boyuan Gu. IEEE ICMMT, 2026.
10. From Elastic to Viscoelastic: An EEMD-Enhanced Pulse Transit Time Model for Robust Blood Pressure Estimation. Boyuan Gu, Yijin Yang, Shuaiqi Cheng, Xiaorong Ding. IEEE EMBC, 2026.
11. Non-Cooperative UWB Base Station Position Estimation Method in Indoor Environments. Lelong Zhao, Xiaochen Guo, Boyuan Gu, Xi Tian. IEEE CloudCom, 2025.
12. A U-net and Transformer Paralleled Network for Robust Cuffless Blood Pressure Estimation Based on CWT-transformed PPG Images. Boyuan Gu, Jiahao Tang, Yunhan Tang, Haiyang Sun, Changting Xie. IEEE SMC, 2025.
13. Improved VMD Based Remote Heartbeat Estimation Utilizing 60GHz mmWave Radar. Boyuan Gu, Yanhui Yang, Siyu You, Haiyang Sun, Jiahui Sun, Shisheng Guo. IEEE SMC, 2025.
14. Cuff-less Continuous Blood Pressure Estimation via Multimodal Integration of Millimeter-Wave Radar and PPG Signals. Guangji Ma, Boyuan Gu, Haiyang Sun, Yongjie Liu, Zhenyu Wu, Wenfang Pei, Tianyu Li, Jiahui Sun, Guanghao Sun, Xiaorong Ding. IEEE EMBC, 2025.
15. SCCA-YOLO: Spatial Channel Fusion and Context-Aware YOLO for Lunar Crater Detection. Jiahao Tang, Boyuan Gu, Tianyou Li, Ying-Bo Lu. Remote Sensing 17 (14), 2380, 2025.
16. An Optimal Stopping Model for Elevator Group Control Network Based on Fuzzy Mathematics Algorithm. Boyuan Gu, He Liu. International Conference on Computer Information Science and Application Technology, 2024.

设计与创作

精选荣誉

• 成电荣誉学位（前 2%）。
• 成电杰出学生提名（前 0.8%）。
• 詹姆斯·瓦特卓越创新奖学金，两次（前 1%）。
• 格拉斯哥学院十大创新创业人物。
• 美国大学生数学建模竞赛（MCM/ICM）一等奖。

学术服务

• IEEE SMC 2025 BSB 分会场主席。
• 审稿：IEEE SMC、IEEE EMBC、Biomedical Signal Processing and Control、Remote Sensing。

开源项目

• 毫米波心跳数据集与预处理工具箱
• Awesome mmWave Sensing
• PhysioAugment
• 稳健血压估计基准

语言与兴趣

雅思：7.5 · 大学英语六级：601 · 四级：622。
有短篇科幻作品发表，并受邀参加 2023 年世界科幻大会。

更新于 2026 年 10 月。