A window-based sequence-to-one approach with dynamic voting for nurse care activity recognition using acceleration-based wearable sensor. - Yiwen Dong 001; Jingxiao Liu; Yitao Gao; Sulagna Sarkar; Zhizhang Hu; Jonathon Fagert; Shijia Pan; Pei Zhang 001; Hae Young Noh; Mostafa Mirshekari (UbiComp/ISWC Adjunct, 2020)

MD-Vibe: physics-informed analysis of patient-induced structural vibration data for monitoring gait health in individuals with muscular dystrophy. - Yiwen Dong 001; Joanna Jiaqi Zou; Jingxiao Liu; Jonathon Fagert; Mostafa Mirshekari; Linda Lowes; Megan Iammarino; Pei Zhang 001; Hae Young Noh (UbiComp/ISWC Adjunct, 2020)

Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy Disaggregation. - Bingqing Chen; Jingxiao Liu; Henning Lange; Mario Bergés (ICASSP, 2020)

Damage-Sensitive and Domain-Invariant Feature Extraction for Vehicle-Vibration-Based Bridge Health Monitoring. - Jingxiao Liu; Bingqing Chen; Siheng Chen; Mario Bergés; Jacobo Bielak; Hae Young Noh (ICASSP, 2020)

Scalable bridge health monitoring using drive-by vehicles: PhD forum abstract. - Jingxiao Liu (SenSys, 2020)

Knowledge transfer between bridges for drive-by monitoring using adversarial and multi-task learning. - Jingxiao Liu; Mario Bergés; Jacobo Bielak; Hae Young Noh (CoRR, 2020)

HierMUD: Hierarchical Multi-task Unsupervised Domain Adaptation between Bridges for Drive-by Damage Diagnosis. - Jingxiao Liu; Susu Xu; Mario Bergés; Hae Young Noh (CoRR, 2021)

A Space-Division Multiplexing Method for Fading Noise Suppression in the Φ-OTDR System. - Yixin Zhang; Jingxiao Liu; Fei Xiong; Xuping Zhang; Xiaohong Chen; Zhewen Ding; Yunyin Zheng; Feng Wang; Mengmeng Chen (Sensors, 2021)

GaitVibe+: Enhancing Structural Vibration-Based Footstep Localization Using Temporary Cameras for in-Home Gait Analysis. - Yiwen Dong 001; Jingxiao Liu; Hae Young Noh (SenSys, 2022)

Predicting Peak Stresses In Microstructured Materials Using Convolutional Encoder-Decoder Learning. - Ankit Shrivastava; Jingxiao Liu; Kaushik Dayal; Hae Young Noh (CoRR, 2022)

Vibration-Based Bridge Health Monitoring using Telecommunication Cables. - Jingxiao Liu; Siyuan Yuan; Bin Luo; Biondo Biondi; Hae Young Noh (CoRR, 2022)

A hierarchical semantic segmentation framework for computer vision-based bridge damage detection. - Jingxiao Liu; Yujie Wei; Bingqing Chen (CoRR, 2022)

TelecomTM: A Fine-Grained and Ubiquitous Traffic Monitoring System Using Pre-Existing Telecommunication Fiber-Optic Cables as Sensors. - Jingxiao Liu; Siyuan Yuan; Yiwen Dong 001; Biondo Biondi; Hae Young Noh (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

Spatial Deep Deconvolution U-Net for Traffic Analyses With Distributed Acoustic Sensing. - Siyuan Yuan; Martijn van den Ende; Jingxiao Liu; Hae Young Noh; Robert G. Clapp; Cédric Richard; Biondo Biondi (IEEE Trans. Intell. Transp. Syst., 2024)

Detection of Road Risk Sources Based on Multi-Scale Lightweight Networks. - Rong Pang; Jiacheng Ning; Yan Yang; Peng Zhang; Jilong Wang 013; Jingxiao Liu (Sensors, 2024)

ANP-Net: attention neural processes network for semi-supervised pavement defect semantic segmentation. - Rong Pang; Jiacheng Ning; Xiongjin Leng; Chunbo Chen; Peng Zhang; Jingxiao Liu (Int. J. Parallel Emergent Distributed Syst., 2025)

A Multimodal, Multilingual, and Multidimensional Pipeline for Fine-grained Crowdsourcing Earthquake Damage Evaluation. - Zihui Ma; Lingyao Li; Juan Li; Wenyue Hua; Jingxiao Liu; Qingyuan Feng; Yuki Miura (CoRR, 2025)

LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment. - Lingyao Li; Dawei Li; Zhenhui Ou; Xiaoran Xu; Jingxiao Liu; Zihui Ma; Runlong Yu; Min Deng (CoRR, 2025)