Committed Moving Horizon Estimation for Meal Detection and Estimation in Type 1 Diabetes. - Hongkai Chen 001; Nicola Paoletti; Scott A. Smolka; Shan Lin 001 (ACC, 2019)

MagTrack: Enabling Safe Driving Monitoring with Wearable Magnetics. - Hua Huang 003; Hongkai Chen 001; Shan Lin 001 (MobiSys, 2019)

MPC-guided Imitation Learning of Neural Network Policies for the Artificial Pancreas. - Hongkai Chen 001; Nicola Paoletti; Scott A. Smolka; Shan Lin 001 (CoRR, 2020)

Data-Driven Robust Control for a Closed-Loop Artificial Pancreas. - Nicola Paoletti; Kin Sum Liu; Hongkai Chen 001; Scott A. Smolka; Shan Lin 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2020)

MPC-guided Imitation Learning of Bayesian Neural Network Policies for the Artificial Pancreas. - Hongkai Chen 001; Nicola Paoletti; Scott A. Smolka; Shan Lin 001 (CDC, 2021)

An STL-Based Formulation of Resilience in Cyber-Physical Systems. - Hongkai Chen 001; Shan Lin 001; Scott A. Smolka; Nicola Paoletti (FORMATS, 2022)

RFCam: Uncertainty-aware Fusion of Camera and Wi-Fi for Real-time Human Identification with Mobile Devices. - Hongkai Chen 001; Sirajum Munir; Shan Lin 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

An Ensemble Learning Approach for Exercise Detection in Patients with Type 1 Diabetes. - Ke Ma; Hongkai Chen 001; Shan Lin 001 (BDIOT, 2023)

An STL-based Approach to Resilient Control for Cyber-Physical Systems. - Hongkai Chen 001; Scott A. Smolka; Nicola Paoletti; Shan Lin 001 (HSCC, 2023)

CarFi: Rider Localization Using Wi-Fi CSI. - Sirajum Munir; Hongkai Chen 001; Shiwei Fang; Mahathir Monjur; Shan Lin 001; Shahriar Nirjon (CoRR, 2023)

An Ensemble Learning Approach for Exercise Detection in Type 1 Diabetes Patients. - Ke Ma; Hongkai Chen 001; Shan Lin 001 (CoRR, 2023)

Demo Abstract: AD-CLIP: Privacy-Preserving, Low-Cost Synthetic Human Action Dataset for Alzheimer's Patients via CLIP-based Models. - Heming Fu; Hongkai Chen 001; Guoliang Xing (IPSN, 2024)

Improving On-Device LLMs' Sensory Understanding with Embedding Interpolations. - Kaiyuan Hou; Yunqi Guo; Heming Fu; Hongkai Chen 001; Zhenyu Yan 002; Guoliang Xing; Xiaofan Jiang 001 (MobiCom, 2024)

Demo: EmoMarker: A Privacy-Preserving, Multi-Modal Sensing System for Dyadic Digital Biomarkers of Expressed Emotions for Patients with Dementia. - Yang Li 147; Doris Sau-Fung Yu; Shuangzhou Chen; Guoliang Xing; Hongkai Chen 001 (MobiSys, 2024)

Demo: MuRa: A Scalable Mobile Ultra-wideband Testbed for Multi-node Ranging. - Shaoyang Yang; Fang Liu 022; Hai Li; Guoliang Xing; Hongkai Chen 001 (MobiSys, 2024)

Demo: Myotrainer: Muscle-Aware Motion Analysis and Feedback System for In-Home Resistance Training. - Yuting He; Xinyan Wang 003; Mu Yuan; Di Duan; Doris Sau-Fung Yu; Guoliang Xing; Hongkai Chen 001 (SenSys, 2024)

SensEmo: Enabling Affective Learning through Real-time Emotion Recognition with Smartwatches. - Kushan Choksi; Hongkai Chen 001; Karan Joshi; Sukrutha Jade; Shahriar Nirjon; Shan Lin 001 (CoRR, 2024)

Vivar: A Generative AR System for Intuitive Multi-Modal Sensor Data Presentation. - Yunqi Guo; Kaiyuan Hou; Heming Fu; Hongkai Chen 001; Zhenyu Yan 002; Guoliang Xing; Xiaofan Jiang 001 (CoRR, 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)

SHADE-AD: An LLM-Based Framework for Synthesizing Activity Data of Alzheimer's Patients. - Heming Fu; Hongkai Chen 001; Shan Lin 001; Guoliang Xing (SenSys, 2025)

Alzheimer's disease digital biomarkers multidimensional landscape and AI model scoping review. - Wenhao Qi; Xiaohong Zhu; Bin Wang; Yankai Shi; Chaoqun Dong; Shiying Shen; Jiaqi Li; Kun Zhang; Yunfan He; Mengjiao Zhao; Shiyan Yao; Yongze Dong; et al. (npj Digit. Medicine, 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)

Cumulative-Time Signal Temporal Logic. - Hongkai Chen 001; Zeyu Zhang; Shouvik Roy; Ezio Bartocci; Scott A. Smolka; Scott D. Stoller; Shan Lin 001 (CoRR, 2025)

OpenTCM: A GraphRAG-Empowered LLM-based System for Traditional Chinese Medicine Knowledge Retrieval and Diagnosis. - Jinglin He; Yunqi Guo; Lai Kwan Lam; Waikei Leung; Lixing He; Yuanan Jiang; Chi Chiu Wang; Guoliang Xing; Hongkai Chen 001 (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)