研究方向

多模态生理心理感知、大模型、具身智能 

[1] Wang, Leyuan, Liuyu Xiang, Yujie Wei, Yiwei Ru, Yunlong Wang, and Zhaofeng He. "Symmetric Image-Text Tuning With Entropy-Guided Fusion for Online Continual Learning in Non-Stationary Visual Streams." IEEE Transactions on Image Processing, vol. 35, pp. 3202-3213, 2026.

[2] Ru, Yiwei, Qi Li, Yongji Liu, Huijia Wu, Zhaofeng He, and Zhenan Sun. "Unveiling Hidden Psychological States: Synergistic Fusion of Amplified Color and Motion from Video." Machine Intelligence Research, vol. 23, no. 2, pp. 396-408, 2026.

[3] Kong, Zicheng, Dehua Ma, Zhenbo Xu, Alven Yang, Yiwei Ru, Haoran Wang, et al. "Omni-RRM: Advancing Omni Reward Modeling via Automatic Rubric-Grounded Preference Synthesis." CoRR abs/2602.00846, 2026.

[4] Li, Zhiwei, Qi Li, Min Ren, Yiwei Ru, and Zhenan Sun. "Enhancing Adversarial Transferability With Alignment Network." IEEE Transactions on Information Forensics and Security, vol. 20, pp. 5802-5817, 2025.

[5] Zhou, Wanting, Yiwei Ru, Yushan Han, Longteng Kong, Zijian Wang, Yong He, and Zhenan Sun. "CASIA-PR-V1: A Multi-Ethnic, Multi-Device and Cross-Spectral Dataset and a Multiscale Disentangled Model for Periocular Recognition." IEEE Transactions on Multimedia, vol. 27, pp. 7192-7204, 2025.

[6] Ru, Yiwei, Zhenbo Xu, Yanlin Xu, Min Ren, Huijia Wu, Zhaofeng He, and Zhenan Sun. "Psyche-Wave: Fusing Vector-Quantized Morphology and LLM-Inferred Semantics from Millimeter-Wave SCG for Psychological State Decoding." In 2025 IEEE/RSJ BIBM, pp. 4041-4046, 2025.

[7] Ru, Yiwei, Leyuan Wang, Ma He, Zhaofeng He, and Zhenan Sun. "LAMAR: LLM-Guided Adaptive Perceptual Modeling for Micro-Action Recognition." In 2025 IEEE International Joint Conference on Biometrics (IJCB), pp. 1-9. IEEE, 2025.

[8] Ru, Yiwei, Churan Yu, Dongsen Zhang, Mupei Li, Yongji Liu, and Zhaofeng He. "Beyond Macro-Actions: A Bio-Inspired Framework for Fine-Grained Micro-Action Recognition." In 2025 IEEE International Conference on Multimedia and Expo (ICME), pp. 1-6. IEEE, 2025.

[9] Ru, Yiwei, Yongji Liu, Mupei Li, Dongsen Zhang, Zhaofeng He, and Zhenan Sun. "CLANet: A Denoising-Driven Framework for Robust mmWave Radar Vital Sign Monitoring." In PRCV (3) 2025, pp. 309-323, 2025.

[10]  Li, Mupei, Yiwei Ru, Yunlong Wang, Yongji Liu, Yanlin Xu, and Zhenan Sun. "CUHeart: ECG-Grained Unobtrusive mmWave Cardiac Monitoring for Unconstrained Scenarios." IEEE Transactions on Instrumentation and Measurement, 2025.[通讯作者]

[11]  Li, Mupei, Yunlong Wang, Yiwei Ru, Kunbo Zhang, and Zhenan Sun. "BiommWave: A Non-Visual Approach for Biometric Recognition Using Millimeter-Wave Radar." In IJCB 2025, pp. 1-10, 2025. [通讯作者]

[12]  Xu, Yanlin, Yiwei Ru, Dongsen Zhang, Yongji Liu, and Zhenan Sun. "Contextualizing Borderline ECG Analysis via Multi-Modal Feature Extraction and Large Language Model Inference." In ICME 2025, pp. 1-6, 2025. [通讯作者]

[13]  Zhang, Dongsen, Peipei Li, Zekun Li, Yiwei Ru, Huijia Wu, and Zhaofeng He. "Eye Movements as Images: A Multimodal Framework for Eye Movements Representation." In ICASSP 2025, pp. 1-5, 2025.

[14]  Yu, Churan, Yiwei Ru, Zhenbo Xu, Huijia Wu, Hujiang Yang, and Zhaofeng He. "DualActNet: Exploiting SlowFast Architecture for Micro-action Recognition." In CCBR (2) 2024, pp. 59-68, 2024.

[15]  Ru, Yiwei, Peipei Li, Muyi Sun, Yunlong Wang, Kunbo Zhang, Qi Li, Zhaofeng He, and Zhenan Sun. "Sensing Micro-Motion Human Patterns using Multimodal mmRadar and Video Signal for Affective and Psychological Intelligence." In ACM Multimedia 2023, pp. 5935-5946, 2023.

[16]  Ru, Yiwei, Wanting Zhou, Yunfan Liu, Jianxin Sun, and Qi Li. "Bita-Net: Bi-temporal Attention Network for Facial Video Forgery Detection." In IJCB 2021, pp. 1-8, 2021. 

专利成果 

[1] 孙哲南、茹一伟、何召峰    用于DeepFake鉴伪模型的伪造数据互生成方法  CN115620367B

[2] 茹一伟、孙哲南、许彦琳、刘永基  基于毫米波雷达和摄像机融合的生命体征检测方法       CN119302638B

[3] 孙哲南、茹一伟、许彦琳    基于CNN融合特征的心率与呼吸率毫米波雷达检测方法       CN118592921B

[4] 孙哲南、茹一伟、许彦琳    无接触心电图信号的获取方法及装置      CN118557184B

[5] 孙哲南、茹一伟、刘永基、薛文芳  基于滑动奇异谱的人体生命体征雷达信号处理方法及设备       CN118410328B

[6] 孙哲南、茹一伟、李沐霈    特征融合的情感识别方法、装置、电子设备及存储介质       CN118395387B

[7] 孙哲南、茹一伟、李沐霈、刘永基  基于深度学习的雷达人体活动识别方法、装置和电子设备       CN118409313B

[8] 孙哲南、茹一伟、刘永基、薛文芳  雷达信号去噪方法、装置、设备、存储介质和程序产品       CN118376996B

[9] 孙哲南、茹一伟、胡远族    基于人工智能的厨房卫生安全监督管理方法 CN111401310B

[10] 孙哲南、茹一伟、张堃博、王云龙  心理状态感知方法及系统、可读存储介质     CN116077062B

[11] 祝卓宏、孙哲南、茹一伟、雷淑兰  一种基于毫米波雷达的D型人格预测方法与系统       CN119632536B

[12] 茹一伟、孙哲南、何召峰    基于多时序注意力网络对人脸伪造视频检测方法       CN115512448B

[13] 余初然、何召锋、茹一伟、吴惠甲、杨胡江 基于人体微动作的情绪识别方法及系统       CN119888818B

[14] 孙哲南、祝卓宏、茹一伟、雷淑兰  人格检测方法、装置、电子设备、存储介质和程序产品       CN119454030B

[15] 应霜霜、何召锋、张栋森、茹一伟等     一种基于图神经网络的多模态阅读眼动表征方法       CN119357900B 

社会任职

中国图象图形学学会三维视觉专委会委员

中国图象图形学学会生物特征识别专委会委员