Yang Zhang

schoolUniversity of Notre Damebar_chart#5474 Global Rank

Total Papers

HCI Rank

#5474

Research Areas

Years Active

Recent Publications

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 '222nd AuthorCrowdwork & 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 '221st AuthorDisaster 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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