Human-AI Collaboration

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

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

Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making

AI assistance in decision-making has become popular, yet people’s inappropriate reliance on AI often leads to unsatisfactory human-AI collaboration performance. In this paper, through three pre-registered, randomized human subject experiments, we …

Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education

Despite the promises of ML in education, its adoption in the classroom has surfaced numerous issues regarding fairness, accountability, and transparency, as well as concerns about data privacy and student consent. A root cause of these issues is the …

Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design

Exploring the Use of Personalized AI for Identifying Misinformation on Social Media

Malicious Selling Strategies in Livestream E-commerce: A Case Study of Alibaba’s Taobao and ByteDance’s TikTok

SHAI 2023: Workshop on Designing for Safety in Human-AI Interactions

Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work

Organizational Distance Also Matters: How Organizational Distance Among Industrial Research Teams Affect Their Research Productivity