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SocialMind: LLM-based Proactive AR Social Assistive System with Human-like Perception for In-situ Live Interactions

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/3-540-44887-x_98openalex-snapshot
BIOMET: A Multimodal Person Authentication Database Including Face, Voice, Fingerprint, Hand and Signature Modalities
inferredcites →https://doi.org/10.1016/j.jml.2019.104047openalex-snapshot
How many words do we read per minute? A review and meta-analysis of reading rate
inferredcites →https://doi.org/10.1016/j.neucom.2018.07.073openalex-snapshot
Response selection with topic clues for retrieval-based chatbots
inferredcites →https://doi.org/10.1073/pnas.2116915119openalex-snapshot
Fast response times signal social connection in conversation
inferredcites →https://doi.org/10.1080/00207599208246892openalex-snapshot
10. INDIVIDUAL DIFFERENCES AND PERSONALITY
inferredcites →https://doi.org/10.1080/10494820902924995openalex-snapshot
Building social-aware software applications for the interactive learning age
inferredcites →https://doi.org/10.1098/rstb.2009.0142openalex-snapshot
Role of facial expressions in social interactions
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01029openalex-snapshot
Egocentric Deep Multi-Channel Audio-Visual Active Speaker Localization
inferredcites →https://doi.org/10.1109/icdcs.2017.94openalex-snapshot
Cachier: Edge-Caching for Recognition Applications
inferredcites →https://doi.org/10.1109/icdcs60910.2024.00103openalex-snapshot
GesturePrint: Enabling User Identification for mmWave-Based Gesture Recognition Systems
inferredcites →https://doi.org/10.1145/1631272openalex-snapshot
Proceedings of the 17th ACM international conference on Multimedia
inferredcites →https://doi.org/10.1145/1631272.1631301openalex-snapshot
Visual speaker localization aided by acoustic models
inferredcites →https://doi.org/10.1145/3241539openalex-snapshot
Proceedings of the 24th Annual International Conference on Mobile Computing and Networking
inferredcites →https://doi.org/10.1145/3241539.3241557openalex-snapshot
FoggyCache
inferredcites →https://doi.org/10.1145/3241539.3241563openalex-snapshot
DeepCache
inferredcites →https://doi.org/10.1145/3384419openalex-snapshot
Proceedings of the 18th Conference on Embedded Networked Sensor Systems
inferredcites →https://doi.org/10.1145/3384419.3430779openalex-snapshot
VocalPrint
inferredcites →https://doi.org/10.1145/3477495openalex-snapshot
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval
inferredcites →https://doi.org/10.1145/3539618.3591877openalex-snapshot
SocialDial: A Benchmark for Socially-Aware Dialogue Systems
inferredcites →https://doi.org/10.1145/3570361.3613260openalex-snapshot
Sign-to-911: Emergency Call Service for Sign Language Users with Assistive AR Glasses
inferredcites →https://doi.org/10.1145/3613904openalex-snapshot
Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems
inferredcites →https://doi.org/10.1145/3613904.3642894openalex-snapshot
“It’s the only thing I can trust”: Envisioning Large Language Model Use by Autistic Workers for Communication Assistance
inferredcites →https://doi.org/10.1145/3613905openalex-snapshot
Extended Abstracts of the CHI Conference on Human Factors in Computing Systems
inferredcites →https://doi.org/10.1145/3613905.3650764openalex-snapshot
Exploring and Characterizing Large Language Models for Embedded System Development and Debugging
inferredcites →https://doi.org/10.1145/3625687openalex-snapshot
Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems
inferredcites →https://doi.org/10.1145/3625687.3625793openalex-snapshot
EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge
inferredcites →https://doi.org/10.1145/3626772openalex-snapshot
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval
inferredcites →https://doi.org/10.1145/3626772.3657843openalex-snapshot
Towards Human-centered Proactive Conversational Agents
inferredcites →https://doi.org/10.1145/3636534openalex-snapshot
Proceedings of the 30th Annual International Conference on Mobile Computing and Networking
inferredcites →https://doi.org/10.1145/3640794.3665561openalex-snapshot
WorkFit: Designing Proactive Voice Assistance for the Health and Well-Being of Knowledge Workers
inferredcites →https://doi.org/10.1145/3643552openalex-snapshot
UbiPhysio
inferredcites →https://doi.org/10.1145/3643832openalex-snapshot
Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services
inferredcites →https://doi.org/10.1145/3643832.3661890openalex-snapshot
Enabling Hands-Free Voice Assistant Activation on Earphones
inferredcites →https://doi.org/10.1145/3659625openalex-snapshot
Talk2Care: An LLM-based Voice Assistant for Communication between Healthcare Providers and Older Adults
inferredcites →https://doi.org/10.1145/3666025openalex-snapshot
Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems
inferredcites →https://doi.org/10.1145/3666025.3699428openalex-snapshot
Poster Abstract: Tasking Heterogeneous Sensor Systems with LLMs
inferredcites →https://doi.org/10.1145/3678516openalex-snapshot
EasyAsk: An In-App Contextual Tutorial Search Assistant for Older Adults with Voice and Touch Inputs
inferredcites →https://doi.org/10.1145/3678525openalex-snapshot
AngleSizer: Enhancing Spatial Scale Perception for the Visually Impaired with an Interactive Smartphone Assistant
inferredcites →https://doi.org/10.1145/3699751openalex-snapshot
Moat: Adaptive Inside/Outside Detection System for Smart Homes
inferredcites →https://doi.org/10.1145/3699765openalex-snapshot
DrHouse: An LLM-empowered Diagnostic Reasoning System through Harnessing Outcomes from Sensor Data and Expert Knowledge
inferredcites →https://doi.org/10.1186/s41070-016-0011-8openalex-snapshot
SocioGlass: social interaction assistance with face recognition on google glass
inferredcites →https://doi.org/10.18653/v1/2021.naacl-mainopenalex-snapshot
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.49openalex-snapshot
The Importance of Modeling Social Factors of Language: Theory and Practice
inferredcites →https://doi.org/10.18653/v1/2023.findings-eaclopenalex-snapshot
Findings of the Association for Computational Linguistics: EACL 2023
inferredcites →https://doi.org/10.18653/v1/2023.nlposs-1openalex-snapshot
Proceedings of the 3rd Workshop for Natural Language Processing Open Source Software (NLP-OSS 2023)
inferredcites →https://doi.org/10.18653/v1/2023.nlposs-1.24openalex-snapshot
GPTCache: An Open-Source Semantic Cache for LLM Applications Enabling Faster Answers and Cost Savings
inferredcites →https://doi.org/10.18653/v1/2024.findings-acl.904openalex-snapshot
Faithful Persona-based Conversational Dataset Generation with Large Language Models
inferredcites →https://doi.org/10.48550/arxiv.1201.0490openalex-snapshot
Scikit-learn: Machine Learning in Python
inferredcites →https://doi.org/10.48550/arxiv.2005.11401openalex-snapshot
Affordance-Compiled Intelligence: Observable-Only Cognitive Impedance Matching for No-Meta LLM-Integrated Systems
inferredcites →https://doi.org/10.48550/arxiv.2311.04934openalex-snapshot
Prompt Cache: Modular Attention Reuse for Low-Latency Inference
inferredcites →https://doi.org/10.48550/arxiv.2311.18251openalex-snapshot
Can Large Language Models Be Good Companions? An LLM-Based Eyewear System with Conversational Common Ground
inferredcites →https://doi.org/10.52202/075280-2020openalex-snapshot
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
inferredcites →https://doi.org/10.5334/joc.268openalex-snapshot
Timing in Conversation
inferredcites →https://doi.org/10.5555/1953048.2078195openalex-snapshot
Scikit-learn: Machine Learning in Python

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/s42486-025-00208-wopenalex-snapshot
A survey of foundation models for IoT: taxonomy and criteria-based analysis
inferred← citeshttps://doi.org/10.1016/j.caeai.2025.100523openalex-snapshot
Towards contextual-based AI: A scoping review of artificial intelligence in X reality for personalized learning
inferred← citeshttps://doi.org/10.1016/j.cag.2025.104462openalex-snapshot
WebGS360: Towards web-based visualization of Gaussian Splatting from panoramic images
inferred← citeshttps://doi.org/10.1016/j.ijhcs.2026.103740openalex-snapshot
When trust collides: Exploring human-LLM cooperation intention through the prisoner’s dilemma
inferred← citeshttps://doi.org/10.1016/j.physrep.2026.01.006openalex-snapshot
Large language models for spreading dynamics in complex systems
inferred← citeshttps://doi.org/10.1080/10447318.2026.2721909openalex-snapshot
Designing Proactive Behaviors in LLM-Based Systems: A Scoping Review
inferred← citeshttps://doi.org/10.1109/ismar-adjunct68609.2025.00028openalex-snapshot
Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance
inferred← citeshttps://doi.org/10.1109/tcsvt.2026.3651752openalex-snapshot
SceneReasoner: Sufficient Embodied Scene Understanding From Limited Perception by Explicit Functional Association
inferred← citeshttps://doi.org/10.1109/tmc.2026.3666311openalex-snapshot
An Efficient Edge-Cloud Collaboration System With Foundational Models for Open-Set IoT Applications
inferred← citeshttps://doi.org/10.1109/tvcg.2026.3686395openalex-snapshot
SIAgent: Spatial Interaction Agent via LLM-Powered Eye-Hand Motion Intent Understanding in VR
inferred← citeshttps://doi.org/10.1109/vrw70859.2026.00187openalex-snapshot
Facilitating Discussions in Immersive Virtual Meetings with Virtual Agents
inferred← citeshttps://doi.org/10.1145/3711875.3736666openalex-snapshot
Assistive AR System for Enhancing Human-Human and Human-Environment Interactions
inferred← citeshttps://doi.org/10.1145/3714394.3750560openalex-snapshot
UbiSense 2025: First International Workshop on Emerging Techniques in Ubiquitous Sensing and Interaction
inferred← citeshttps://doi.org/10.1145/3722565.3727195openalex-snapshot
Exploring the Capabilities of LLMs for IMU-based Fine-grained Human Activity Understanding
inferred← citeshttps://doi.org/10.1145/3737904.3768533openalex-snapshot
DIMGen: Dynamic Intent Macro Generation for Efficient LLM-Driven Mobile Automation
inferred← citeshttps://doi.org/10.1145/3742413.3789094openalex-snapshot
ESR-Coach: Leveraging Large Language Models for Training People to Provide Emotionally Supportive Responses
inferred← citeshttps://doi.org/10.1145/3745756.3809209openalex-snapshot
A Large-Scale Multimodal Dataset and Benchmarks for Human Activity Scene Understanding and Reasoning
inferred← citeshttps://doi.org/10.1145/3770661openalex-snapshot
Design and Evaluation of Generative Agent-based Platform for Human-Assistant Interaction Research: A Tale of 10 User Studies
inferred← citeshttps://doi.org/10.1145/3772318.3791191openalex-snapshot
Sensing What Surveys Miss: Understanding and Personalizing Proactive LLM Support by User Modeling
inferred← citeshttps://doi.org/10.1145/3772363.3778683openalex-snapshot
Shaping Future Human Connection: Social Augmentation through XR Technologies
inferred← citeshttps://doi.org/10.1145/3772363.3798509openalex-snapshot
Toward Personalized Proactive Agents on Smart Glasses: From Explicit Context Policies to Implicit User Differences
inferred← citeshttps://doi.org/10.1145/3772363.3799279openalex-snapshot
Exploring Needs and Design Opportunities for Proactive Information Support in In-Person Small-Group Conversations
inferred← citeshttps://doi.org/10.1145/3800645.3813079openalex-snapshot
Designing Character-Bound In-Public Companions: Interactional Insights from ACG Practices
inferred← citeshttps://doi.org/10.1145/3815590openalex-snapshot
Conversational Agents in Augmented Reality: A Systematic Review
inferred← citeshttps://doi.org/10.1145/3822518.3830046openalex-snapshot
Crossing Realities Has a Cost: Evaluating AR Second Screens for AI-Assisted Desktop Authoring
inferred← citeshttps://doi.org/10.1145/3831999openalex-snapshot
After Talking with 1,000 Personas: Learning Preference-Aligned Proactive Assistants from Large-Scale Simulated Persona Interactions
inferred← citeshttps://doi.org/10.1145/3832022openalex-snapshot
Pro 2 Assist: Continuous Step-aware Proactive Assistance with Multi-modal Egocentric Perception for Long-horizon Procedural Tasks
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