Yunfeng Zhang

schoolIBMbar_chart#3517 Global Rank

Total Papers

HCI Rank

#3517

Research Areas

Years Active

Recent Publications

Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation

Despite impressive performance in many benchmark datasets, AI models can still make mistakes, especially among out-of-distribution examples. It remains an open question how such imperfect models can be used effectively in collaboration with humans. Prior work has focused on AI assistance that helps people make individ…

IUI '212nd AuthorExplainable 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…

IUI '193rd AuthorExplainable AI (XAI) +2

Explaining Models: An Empirical Study of How Explanations Impact Fairness Judgment

Ensuring fairness of machine learning systems is a human-in-the-loop process. It relies on developers, users, and the general public to identify fairness problems and make improvements. To facilitate the process we need effective, unbiased, and user-friendly explanations that people can confidently rely on. Towards t…

IUI '181st AuthorConversational Chatbots +1

Towards an optimal dialog strategy for information retrieval using both open-ended and close-ended questions

The emerging paradigm of dialogue interfaces for information retrieval systems opens new opportunities for interactively narrowing down users' information query and improving search results. Prior research has largely focused on methods that use a set of close-ended questions, such as decision tree, to learn about the…

Quick Actions

Share this page

ios_share

X in mail

https://hci.top/en/authors/8286?source=all