Dong Wang

schoolUniversity of Illinois Urbana-Champaignbar_chart#2636 Global Rank

Total Papers

HCI Rank

#2636

Research Areas

Years Active

Recent Publications

Designing Effective AI Explanations for Misinformation Detection: A Comparative Study of Content, Social, and Combined Explanations

In this paper, we study the problem of AI explanation of misinformation, where the goal is to identify explanation designs that help improve users’ misinformation detection abilities and their overall user experiences. Our work is motivated by the limitation of current Explainable AI (XAI) approaches, which predominan…

CHI '255th+ AuthorHonorable MentionHuman-LLM Collaboration +1

Learning Behaviors Mediate the Effect of AI-powered Support for Metacognitive Calibration on Learning Outcomes

Students struggle with accurately assessing their own performance, especially given little training to do so. We propose an AI-powered training tool to help students improve “metacognitive calibration,” or the ability to accurately predict their own learning, potentially enhancing learning outcomes by enabling student…

CSCW '22CorrespondingCrowdwork & Crowd-powered Systems; Crowdwork & Crowd-powered Systems

CrowdOptim: A Crowd-driven Neural Network Hyperparameter Optimization Approach to AI-based Smart Urban Sensing

AI-based smart urban sensing (ASUS) has emerged as a scalable and pervasive application paradigm in smart city planning and management that aims to automatically assess the physical status of the urban environments by leveraging AI techniques and massive urban sensing data. In this paper, we focus on a crowd-driven ne…

CSCW '22CorrespondingCrowdwork & Crowd-powered Systems; Crowdwork & Crowd-powered Systems

CrowdGraph: A Crowdsourcing Multi-modal Knowledge Graph Approach to Explainable Fauxtography Detection

Human-centric fauxtography is a category of multi-modal posts that spread misleading information on online information distribution and sharing platforms such as online social media. The reason of a human-centric post being fauxtography is closely related to its multi-modal content that consists of diversified human a…

CSCW '22CorrespondingDisaster Response; Disaster Response

CrowdNAS: A Crowd-guided Neural Architecture Searching Approach to Disaster Damage Assessment

Disaster damage assessment (DDA) has emerged as an important application in disaster response and management, which aims to assess the damage severity of an affected area by leveraging AI (e.g., deep learning) techniques to examine the imagery data posted on social media during a disaster event. In this paper, we focu…

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