Publications

Wenjie Luo (2023). PhD Thesis: Exploiting sensor and process characteristics to tackle label scarcity in AIoT sensing. In NTU SCSE.

PDF Source Document

Wenjie Luo (2023). PhD Forum Abstract: Integrating Prior Knowledge and Machine Learning Techniques for Efficient AIoT Sensing. In CPS-IoT Week 2023, PhD forum.

Wenjie Luo, Rui Tan (2023). Physics-Informed Machine Learning Model Generalization in AIoT: Opportunites and Challenges. In DI-CPS'23.

Wenjie Luo, Qun Song, Zhenyu Yan, Rui Tan, Guosheng Lin (2022). Indoor Smartphone SLAM with Learned Echoic Location Features. In SenSys'22.

PDF Project Video

Qun Song, Zhenyu Yan, Wenjie Luo, Rui Tan (2022). Sardino: Ultra-Fast Dynamic Ensemble for Secure Visual Sensing at Mobile Edge. In EWSN'22.

Wenjie Luo, Zhenyu Yan, Qun Song, Rui Tan (2022). Physics-directed data augmentation for deep model transfer to specific sensor. ACM TOSN.

PDF Cite Code Project Video

Wenjie Luo, Dongfang Guo, Chaojie Gu, Yuting Wu, Qun Song, Zhenyu Yan, Rui Tan (2021). Demo Abstract: Infrastructure-Free Smartphone Indoor Localization Using Room Acoustic Responses. In SenSys'21.

PDF Cite Project Video

Dongfang Guo, Chaojie Gu, Linshan Jiang, Wenjie Luo, Rui Tan (2021). ILLOC: In-Hall Localization with Standard LoRaWAN Uplink Frames. Ubicomp'21.

Wenjie Luo, Zhenyu Yan, Qun Song, Rui Tan (2021). PhyAug: Physics-directed data augmentation for deep sensing model transfer in cyber-physical systems. Best Artifact Award Runner-up, In IPSN'21.

PDF Cite Code Project Video