Rensselaer Polytechnic Institute

schoolSchoolbar_chart#535 Global Rank

Total Papers

HCI Rank

#535

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Years Active

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Latest papers from Rensselaer Polytechnic Institute

CSCW '24Session 2a: Designing Technology for Parenting and Child Development

Exploring Parent’s Needs for Children-Centered AI to Support Preschoolers’ Storytelling and Reading Activities

Interactive storytelling is vital for preschooler development. While children's interactive partners have traditionally been their parents and teachers, recent advances in artificial intelligence (AI) have sparked a surge of AI-based storytelling technologies. As these technologies become increasingly ubiquitous in p…

CHI '24Explainable AI (XAI) +2

Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis

Today's AI systems for medical decision support often succeed on benchmark datasets in research papers but fail in real-world deployment. This work focuses on the decision making of sepsis, an acute life-threatening systematic infection that requires an early diagnosis with high uncertainty from the clinician. Our aim…

CHI '24Agent Personality & Anthropomorphism +4

"It's a Fair Game", or Is It? Examining How Users Navigate Disclosure Risks and Benefits When Using LLM-Based Conversational Agents

The widespread use of Large Language Model (LLM)-based conversational agents (CAs), especially in high-stakes domains, raises many privacy concerns. Building ethical LLM-based CAs that respect user privacy requires an in-depth understanding of the privacy risks that concern users the most. However, existing research,…

CHI '24Honorable MentionMixed Reality Workspaces +1

LLMR: Real-time Prompting of Interactive Worlds using Large Language Models

We present Large Language Model for Mixed Reality (LLMR), a framework for the real-time creation and modification of interactive Mixed Reality experiences using LLMs. LLMR leverages novel strategies to tackle difficult cases where ideal training data is scarce, or where the design goal requires the synthesis of intern…

CHI '22Participatory Design +1

StoryBuddy: A Human-AI Collaborative Agent for Parent-Child Interactive Storytelling with Flexible Parent Involvement

Despite its benefits for children's skill development and parent-child bonding, many parents do not often engage in interactive storytelling by having story-related dialogues with their child due to limited availability or challenges in coming up with appropriate questions. While recent advances made AI generation of…

IUI '21Explainable AI (XAI) +3

Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML

Automated Machine Learning (AutoML) is a rapidly growing set of technology to automate the model development pipeline, by automatically searching the model space and generating candidate models. A critical final step of AutoML is to have the users, often data scientists, selecting the final model from dozens of candid…

CHI '20User Research Methods (Interviews, Surveys, Observation) +1

Retroactive Transfer Phenomena in Alternating User Interfaces

We investigated retroactive transfer when users alternate between different interfaces. Retroactive transfer is the influence of a newly learned interface on users' performance with a previously learned interface. In an interview study, participants described their experiences when alternating between different interf…

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https://hci.top/en/institutions/Rensselaer%20Polytechnic%20Institute?source=all

At a Glance

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Rensselaer Polytechnic Institute

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United States · North America

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Overall Rank

#535

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Total Papers

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Active Years

2020-2024

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5 researchers · 0 collaborators

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AI & Machine Learning Interaction

Explainable AI (XAI)

Research Methods & Design Practice

Participatory Design

Data Visualization & Information Design

Medical & Scientific Data Visualization

Privacy, Security & Trust

Privacy by Design & User Control

Voice Interaction & Conversational Systems

Agent Personality & Anthropomorphism