Crystal Qian

schoolGooglebar_chart#5569 Global Rank

Total Papers

HCI Rank

#5569

Research Areas

Years Active

Recent Publications

Strategic Tradeoffs Between Humans and AI in Multi-Agent Bargaining

Markets increasingly accommodate large language models (LLMs) as autonomous decision-making agents. As this transition occurs, it becomes critical to evaluate how these agents behave relative to their human and task-specific statistical predecessors. In this work, we present results from an empirical study comparing h…

IUI '241st AuthorGenerative AI (Text, Image, Music, Video) +1

Take It, Leave It, or Fix It: Measuring Productivity and Trust in Human-AI Collaboration

Although recent developments in generative AI have greatly enhanced the capabilities of conversational agents such as Google's Bard or OpenAI's ChatGPT, it's unclear whether the usage of these agents aids users across various contexts. To better understand how access to conversational AI affects productivity and trust…

DIS '233rd AuthorGenerative AI (Text, Image, Music, Video) +1

From Discovery to Adoption: Understanding the ML Practitioners' Interpretability Journey

Models are interpretable when machine learning (ML) practitioners can readily understand the reasoning behind their predictions. Ironically, little is known about the ML practitioners' experience of discovering and adopting novel interpretability techniques in production settings. In a qualitative study with 18 practi…

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