most citedSupporting Our AI Overlords: Redesigning Data Systems to be Agent-First

2 citations · 2 across the 22 of their papers we have counts for

collaborators

22 papers

cs.HC2026

Wearing Trust: How Older Adults Calibrate Reliance on Health Wearables Through Bodily Experience and Everyday Use

Yibo Meng, Bingyi Liu, ZhiMing Liu +1

Older adults increasingly use health wearables, yet often cannot inspect the properties that matter for reliance. Through 31 semi-structured interviews in China, we examined how pa…

cs.LG2026

CertBind from Multimodal Connectivity to Certifiable Retrieval Decisions

Shuheng Cao, Zhenhao Zhang, Ruiqi Chen +7

Lightweight connectors make frozen multimodal encoders composable at the representation level. Deployment exposes a second problem at the level of task decisions. A connected route…

cs.HC2026

Who Responds When the Driver Is Gone? A Framework for Holistic Passenger Intent Understanding

Xuewen Luo, Ding Fan, Ruiqi Chen +5

As autonomous vehicles advance toward driverless mobility, understanding and responding to passenger needs and intentions becomes increasingly important in the absence of a human d…

cs.HC2026

Living Inside the Black Box: Behavioral Probing and Adaptation in Mandatory Wearable Sensing

Yibo Meng, Bingyi Liu, Ruiqi Chen +2

Wearable sensing systems in high-stakes institutional contexts translate behavioral data into consequential judgments, yet wearers have little access to how those judgments are mad…

cs.HC2026

Between Knowledge and Care: A Mixed-Methods Evaluation of Generative AI for T2DM Self-Management from Patient and Physician Perspectives

Ruiqi Chen, Yibo Meng, Huidi Lu +1

Generative AI is increasingly used for everyday health guidance, yet its clinical appropriateness in chronic disease contexts remains poorly understood. This paper presents a two-p…

cs.CV2026

Event-VLA: Action-Conditioned Event Fusion for Robust Vision-Language-Action Model

Jiaxin Liu, Xun Xu, Zhenhao Zhang +5

Vision-Language-Action (VLA) models have become an important paradigm of embodied AI. However, existing VLA models typically assume well-lit and stable indoor settings, while real-…

cs.CL2026

NüshuVoice: Reviving the Voice of Endangered Nüshu with Pitch-Aware Text-to-Speech

Hongkun Yang, Xinhui Yi, Xiyan Zhao +13

Nüshu is an endangered phonetic script historically used by women in Jiangyong County, southern Hunan, China. While existing computational studies of Nüshu mainly focus on textual…

cs.HC2026

TibetCPR: A Multimodal Tactile Feedback System to Enhance Cardiopulmonary Resuscitation Training in High-Altitude Regions of Tibet

Yibo Meng, Ruiqi Chen, Zhiming Liu +1

High-quality cardiopulmonary resuscitation (CPR) requires stable control of compression rhythm and depth, yet most training systems presuppose instructor mediation, repeated practi…

cs.CL2026

Is LLM's Moral Decision Compositional?

Weijia Zhang, Ruiqi Chen, Yunze Xiao +1

Moral evaluations of language models typically infer a model's values from its choices between single acts, yet in everyday life a person is judged on their history of good and bad…

cs.CL2026

Beyond Agreement: Scoring Panel-Surfaced Biomedical Entity Candidates for Curator Triage

Shuheng Cao, Ruiqi Chen, Renjie Cao +3

Biomedical NER is deceptively simple for modern LLMs: plausible biomedical mentions are easy to surface, but corpus-convention correctness depends on annotation conventions, span b…

cs.HC2026

Engagement Is Not Transfer: A Withdrawal Study of a Consumer Social Robot with Autistic Children at Home

Yibo Meng, Guangrui Fan, Bingyi Liu +3

This study examines whether engagement with social robots translates into improved human-directed social abilities in autistic children. We conducted an 8-week home-based randomize…

cs.DB2026

Can AI Agents Answer Your Data Questions? A Benchmark for Data Agents

Ruiying Ma, Shreya Shankar, Ruiqi Chen +7

However, building reliable data agents remains difficult because real enterprise data is fragmented across many heterogeneous database systems, with duplicated and inconsistent dat…

cs.HC2026

Misty Forest VR: Turning Real ADHD Attention Patterns into Shared Momentum for Youth Collaboration

Yibo Meng, Bingyi Liu, Ruiqi Chen +1

Attention Deficit Hyperactivity Disorder (ADHD) remains highly stigmatized in many cultural contexts, particularly in China, where ADHD-related behaviors are often moralized rather…

cs.HC2026

52-Hz Whale Song: An Embodied VR Experience for Exploring Misunderstanding and Empathy

Yibo Meng, Bingyi Liu, Ruiqi Chen +2

Experiences of being misunderstood often stem not from a lack of voice, but from mismatches between how individuals express themselves and how others listen. Such communicative mis…

cs.CV2026

CapNav: Benchmarking Vision Language Models on Capability-conditioned Indoor Navigation

Xia Su, Ruiqi Chen, Benlin Liu +4

Vision-Language Models (VLMs) have shown remarkable progress in Vision-Language Navigation (VLN), offering new possibilities for navigation decision-making that could benefit both…

cs.HC2025

Tracing Generative AI in Digital Art: A Longitudinal Study of Chinese Painters' Attitudes, Practices, and Identity Negotiation

Yibo Meng, Ruiqi Chen, Zhuoran Lu +2

This study presents a five-year longitudinal mixed-methods study of 17 Chinese digital painters, examining how their attitudes and practices evolved in response to generative AI. O…

cs.HC2025

Between Knowledge and Care: Evaluating Generative AI-Based IUI in Type 2 Diabetes Management Through Patient and Physician Perspectives

Yibo Meng, Ruiqi Chen, Bingyi Liu +2

Generative AI systems are increasingly used by patients seeking everyday health guidance, yet their appropriateness in chronic care contexts remains unclear. Focusing on Type 2 Dia…

cs.HC2025

GestoBrush: Facilitating Graffiti Artists' Digital Creation Experiences through Embodied AR Interactions

Ruiqi Chen, Qingyang He, Hanxi Bao +2

Graffiti has long documented the socio-cultural landscapes of urban spaces, yet increasing global regulations have constrained artists' creative freedom, prompting exploration of d…

cs.AI2025★ 2 cited

Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First

Shu Liu, Soujanya Ponnapalli, Shreya Shankar +12

Large Language Model (LLM) agents, acting on their users' behalf to manipulate and analyze data, are likely to become the dominant workload for data systems in the future. When wor…

cs.HC2025

FlyMeThrough: Human-AI Collaborative 3D Indoor Mapping with Commodity Drones

Xia Su, Ruiqi Chen, Jingwei Ma +2

Indoor mapping data is crucial for routing, navigation, and building management, yet such data are widely lacking due to the manual labor and expense of data collection, especially…

cs.HC2025

SlideAudit: A Dataset and Taxonomy for Automated Evaluation of Presentation Slides

Zhuohao Jerry Zhang, Ruiqi Chen, Mingyuan Zhong +1

Automated evaluation of specific graphic designs like presentation slides is an open problem. We present SlideAudit, a dataset for automated slide evaluation. We collaborated with…

cs.HC2025

"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles

Xuewen Luo, Fan Ding, Ruiqi Chen +3

Public distrust of self-driving cars is growing. Studies emphasize the need for interpreting the behavior of these vehicles to passengers to promote trust in autonomous systems. In…