10 citations · 12 across the 9 of their papers we have counts for
9 papers
PSI: Shared State as the Missing Layer for Coherent AI-Generated Instruments in Personal AI Agents
Zhiyuan Wang, Erzhen Hu, Mark Rucker +1
Personal AI tools can now be generated from natural-language requests, but they often remain isolated after creation. We present PSI, a shared-state architecture that turns indepen…
SocialPulse: On-Device Detection of Social Interactions in Naturalistic Settings Using Smartwatch Sensing
Md Sabbir Ahmed, Kaitlyn Dorothy Petz, Noah French +6
Social interactions are fundamental to well-being, yet automatically detecting them in daily life-particularly using wearables-remains underexplored. Most existing systems are eval…
WatchAnxiety: A Transfer Learning Approach for State Anxiety Prediction from Smartwatch Data
Md Sabbir Ahmed, Noah French, Mark Rucker +6
Social anxiety is a common mental health condition linked to significant challenges in academic, social, and occupational functioning. A core feature is elevated momentary (state)…
Understanding State Social Anxiety in Virtual Social Interactions using Multimodal Wearable Sensing Indicators
Maria A. Larrazabal, Zhiyuan Wang, Mark Rucker +4
Mobile sensing is ubiquitous and offers opportunities to gain insight into state mental health functioning. Detecting state elevations in social anxiety would be especially useful…
PALLM: Evaluating and Enhancing PALLiative Care Conversations with Large Language Models
Zhiyuan Wang, Fangxu Yuan, Virginia LeBaron +2
Effective patient-provider communication is crucial in clinical care, directly impacting patient outcomes and quality of life. Traditional evaluation methods, such as human ratings…
AudioInsight: Detecting Social Contexts Relevant to Social Anxiety from Speech
Varun Reddy, Zhiyuan Wang, Emma Toner +4
During social interactions, understanding the intricacies of the context can be vital, particularly for socially anxious individuals. While previous research has found that the pre…
CommSense: A Wearable Sensing Computational Framework for Evaluating Patient-Clinician Interactions
Zhiyuan Wang, Nusayer Hassan, Virginia LeBaron +6
Quality patient-provider communication is critical to improve clinical care and patient outcomes. While progress has been made with communication skills training for clinicians, si…
Converging Paradigms: The Synergy of Symbolic and Connectionist AI in LLM-Empowered Autonomous Agents
Haoyi Xiong, Zhiyuan Wang, Xuhong Li +5
This article explores the convergence of connectionist and symbolic artificial intelligence (AI), from historical debates to contemporary advancements. Traditionally considered dis…
Incremental Semi-supervised Federated Learning for Health Inference via Mobile Sensing
Guimin Dong, Lihua Cai, Mingyue Tang +2
Mobile sensing appears as a promising solution for health inference problem (e.g., influenza-like symptom recognition) by leveraging diverse smart sensors to capture fine-grained i…