Hey :)

I am currently a fourth-year bachelor-straight-to-PhD student in the Pervasive Computing Lab at College of Computer Science and Technology, Zhejiang University, advised by Prof. Ling Chen. My research aims to enable wearable devices to sense, understand, model, and influence our longitudinal daily behavior through improved feature extraction methods. I welcome any form of research collaboration, feel free to get in touch with me!

📖 Publications & Preprints

[IMWUT’24/UbiComp] GOAT: A Generalized Cross-Dataset Activity Recognition Framework with Natural Language Supervision
Shenghuan Miao, Ling Chen, Rong Hu

[IMWUT’23/UbiComp] Spatial-Temporal Masked Autoencoder for Multi-Device Wearable Human Activity Recognition
Shenghuan Miao, Ling Chen, Rong Hu

[AAAI’23] SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition
Rong Hu, Ling Chen, Shenghuan Miao, Xing Tang

[Applied Intelligence’23] A Multi-graph Convolutional Network based Wearable Human Activity Recognition Method using Multi-sensors
Ling Chen, Yingsong Luo, Liangying Peng, Rong Hu, Yi Zhang, Shenghuan Miao

[IMWUT’22/UbiComp] Towards a Dynamic Inter-Sensor Correlations Learning Framework for Multi-Sensor-Based Wearable Human Activity Recognition
Shenghuan Miao, Ling Chen, Rong Hu, Yingsong Luo

[IEEE TMC’22] SALIENCE: An Unsupervised User Adaptation Model for Multiple Wearable Sensors based Human Activity Recognition
Ling Chen, Yi Zhang, Shenghuan Miao, Sirou Zhu, Rong Hu, Liangying Peng, Mingqi Lv

[Physical Communication’21] FEM: Feature Extraction and Mapping for Radio Modulation Classification
Jinyin Chen, Hui Cui, Shenghuan Miao, Changan Wu, Haibin Zheng, Shilian Zheng, Liang Huang, Qi Xuan

❤️ More than research

• My sweetie Yaoyao
• Various sports, such as basketball, football, road cycling, running, hiking, and swimming
• Fans of Manchester City and the Los Angeles Lakers
• Post Rock, I want to share the song We Choose To Go To The Moon with you
• Street photography, welcome to my bilibili sapce
• EA SPORTS FC 24 on Nintendo Switch