Automatic Sleep Arousals Detection From Polysomnography Using Multi-Convolution Neural Network and Random Forest. - Yitian Liu; Hongxing Liu; Bufang Yang (IEEE Access, 2020)

Automatic Identification of Insomnia Based on Single-Channel EEG Labelled With Sleep Stage Annotations. - Bufang Yang; Hongxing Liu (IEEE Access, 2020)

A single-channel EEG based automatic sleep stage classification method leveraging deep one-dimensional convolutional neural network and hidden Markov model. - Bufang Yang; Xilin Zhu; Yitian Liu; Hongxing Liu (Biomed. Signal Process. Control., 2021)

A Novel Sleep Stage Contextual Refinement Algorithm Leveraging Conditional Random Fields. - Bufang Yang; Wenxuan Wu; Yitian Liu; Hongxing Liu (IEEE Trans. Instrum. Meas., 2022)

EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge. - Bufang Yang; Lixing He; Neiwen Ling; Zhenyu Yan 002; Guoliang Xing; Xian Shuai; Xiaozhe Ren; Xin Jiang 002 (SenSys, 2023)

BrainZ-BP: A Non-invasive Cuff-less Blood Pressure Estimation Approach Leveraging Brain Bio-impedance and Electrocardiogram. - Bufang Yang; Le Liu; Wenxuan Wu; Mengliang Zhou; Hongxing Liu; Xinbao Ning (CoRR, 2023)

Soar: Design and Deployment of A Smart Roadside Infrastructure System for Autonomous Driving. - Shuyao Shi; Neiwen Ling; Zhehao Jiang; Xuan Huang; Yuze He; Xiaoguang Zhao; Bufang Yang; Chen Bian; Jingfei Xia; Zhenyu Yan 002; Raymond W. Yeung; Guoliang Xing (MobiCom, 2024)

Poster Abstract: Tasking Heterogeneous Sensor Systems with LLMs. - Kaiwei Liu 001; Bufang Yang; Lilin Xu; Yunqi Guo; Neiwen Ling; Zhihe Zhao; Guoliang Xing; Xian Shuai; Xiaozhe Ren; Xin Jiang 002; Zhenyu Yan 002 (SenSys, 2024)

VIAssist: Adapting Multi-modal Large Language Models for Users with Visual Impairments. - Bufang Yang; Lixing He; Kaiwei Liu 001; Zhenyu Yan 002 (CoRR, 2024)

BrainZ-BP: A Noninvasive Cuff-Less Blood Pressure Estimation Approach Leveraging Brain Bio-Impedance and Electrocardiogram. - Bufang Yang; Le Liu; Wenxuan Wu; Mengliang Zhou; Hongxing Liu; Xinbao Ning (IEEE Trans. Instrum. Meas., 2024)

DrHouse: An LLM-empowered Diagnostic Reasoning System through Harnessing Outcomes from Sensor Data and Expert Knowledge. - Bufang Yang; Siyang Jiang; Lilin Xu; Kaiwei Liu 001; Hai Li; Guoliang Xing; Hongkai Chen 001; Xiaofan Jiang 001; Zhenyu Yan 002 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

TaskSense: A Translation-like Approach for Tasking Heterogeneous Sensor Systems with LLMs. - Kaiwei Liu 001; Bufang Yang; Lilin Xu; Yunqi Guo; Guoliang Xing; Xian Shuai; Xiaozhe Ren; Xin Jiang 002; Zhenyu Yan 002 (SenSys, 2025)

SocialMind: LLM-based Proactive AR Social Assistive System with Human-like Perception for In-situ Live Interactions. - Bufang Yang; Yunqi Guo; Lilin Xu; Zhenyu Yan 002; Hongkai Chen 001; Guoliang Xing; Xiaofan Fred Jiang 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)

EmbodiedSense: Understanding Embodied Activities with Earphones. - Lixing He; Bufang Yang; Di Duan; Zhenyu Yan 002; Guoliang Xing (CoRR, 2025)

An LLM-Empowered Low-Resolution Vision System for On-Device Human Behavior Understanding. - Siyang Jiang; Bufang Yang; Lilin Xu; Mu Yuan; Yeerzhati Abudunuer; Kaiwei Liu 001; Liekang Zeng; Hongkai Chen 001; Zhenyu Yan 002; Xiaofan Jiang 001; Guoliang Xing (CoRR, 2025)

ContextAgent: Context-Aware Proactive LLM Agents with Open-World Sensory Perceptions. - Bufang Yang; Lilin Xu; Liekang Zeng; Kaiwei Liu 001; Siyang Jiang; Wenrui Lu; Hongkai Chen 001; Xiaofan Jiang 001; Guoliang Xing; Zhenyu Yan 002 (CoRR, 2025)