LLMOpioid Use DisorderMisinformation
Online myths on opioid use disorder: A comparison of reddit and large language model
Proceedings of the International AAAI Conference on Web and Social Media · 2025
Research Output
Publications
41 publications spanning responsible AI, fairness, misinformation, health informatics, and open systems.
Showing 41 publications
LLMOpioid Use DisorderStigma Reduction
Exposure to content written by large language models can reduce stigma around opioid use disorder in online communities
arXiv · 2025
COVID-19MisinformationAlgorithmic Audit
Algorithmic Behaviors Across Regions: A Geolocation Audit of YouTube Search for COVID-19 Misinformation Between the United States and South Africa
Proceedings of the International AAAI Conference on Web and Social Media, ICWSM · 2025
Human-aiAlignmentEthics
Bidirectional Human-AI Alignment: Emerging Challenges and Opportunities
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, CHI · 2025
LLMEpistemic AlignmentInformation Delivery
Epistemic Alignment: A Mediating Framework for User-LLM Knowledge Delivery
The 2nd Conference on Language Modeling, COLM · 2025
LLMValuesAlignment
Mind the Value-Action Gap: Do LLMs Act in Alignment with Their Values?
The 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP · 2025
Opioid Use DisorderMisinformationClassification
MythTriage: Scalable Detection of Opioid Use Disorder Myths on a Video-Sharing Platform
The 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP · 2025
Climate ChangeDisinformationInterventions
Towards Designing Social Interventions for Online Climate Change Denialism Discussions
The 28th ACM Conference on Computer-Supported Cooperative Work and Social Computing, CSCW · 2025
Search / RecommendationLLMGenerative AI
Envisioning Information Access Systems: What Makes for Good Tools and a Healthy Web?
ACM Trans. Web ( · 2024
PrivacyDiversityAccountability
Recreational mobility prior and during the COVID-19 pandemic
Commun Phys 7, 1 ( · 2024
EthicsBiasLLM
Resisting Dehumanization in the Age of “AI”
ACurr Dir Psychol Sci ( · 2024
Social MediaMis / Dis-informationInformation Literacy
Characterizing Political Campaigning with Lexical Mutants on Indian Social Media
arXiv e-prints ( · 2024
LLMGenerative AIHuman-centered AI
From Paper to Card: Transforming Design Implications with Generative AI
University of Washington, Faculty · 2024
Generative AILLMBias
Precise Debias: An Automatic Prompt Engineering Approach for Generative AI to Mitigate Image Demographic Biases
In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2024
Neural NetworksAccountabilityHuman-centered AI
Effective Backdoor Mitigation Depends on the Pre-training Objective
arXiv e-prints · 2023
FairnessBiasGenerative AI
Detecting Spurious Correlations via Robust Visual Concepts in Real and AI-Generated Image Classification
arXiv e-prints · 2023
FairnessEthicsNpl
Fairness Constraints in Speech-to-Text Applications – Clinical Effects of Salivation
In 2023 International Conference on Speech Technology and Human-Computer Dialogue (SpeD) · 2023
FairnessPrivacy FederatedLearning
Inflorescence: A Framework for Evaluating Fairness with Clustered Federated Learning
In Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing · 2023
NLPLLMHuman-centered AI
Paper Plain : Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing
ACM Trans. Comput.-Hum. Interact. 30, 5 ( · 2023
FairnessNeural NetworksBias
Towards Fairness-aware Adversarial Network Pruning
In 2023 IEEE/CVF International Conference on Computer Vision (ICCV) · 2023
Generative AIFairnessSearch / Recommendation
Addressing Weak Decision Boundaries in Image Classification by Leveraging Web Search and Generative Models
In Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence · 2023
Generative AILLMSocial Media
Investigating Code Generation Performance of ChatGPT with Crowdsourcing Social Data
In 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC) · 2023
Social MediaTransparency / ExplainabilityMis/dis-information
Just Another Day on Twitter: A Complete 24 Hours of Twitter Data
ICWSM 17, ( · 2023
NLPTransparency / ExplainabilityEthics
Data Statements: From Technical Concept to Community Practice
ACM J. Responsib. Comput. ( · 2023
Search / RecommendationMis / Dis-informationSocial Media
Assessing enactment of content regulation policies: A post hoc crowd-sourced audit of election misinformation on YouTube
In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems · 2023
LLMNLPGenerative AI
Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations
In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2023
LLMNLPNeural Networks
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval
In Findings of the Association for Computational Linguistics: EMNLP 2023 · 2023
FairnessBiasEthics
Do the Ends Justify the Means? Variation in the Distributive and Procedural Fairness of Machine Learning Algorithms
J Bus Ethics 181, 4 ( · 2022
Mis / Dis-informationInformation LiteracyTransparency / Explainability
Human and Technological Infrastructures of Fact-checking
In Proc. ACM Hum.-Comput. Interact. 6, CSCW2 ( · 2022
FairnessSearch / RecommendationDiversity
FAIR: Fairness‐aware information retrieval evaluation
Asso for Info Science & Tech 73, 10 ( · 2022
PrivacyNeural NetworksGenerative AI
Privacy-Aware Adversarial Network in Human Mobility Prediction
arXiv e-prints · 2022
FairnessBiasSearch / Recommendation
Has CEO Gender Bias Really Been Fixed? Adversarial Attacking and Improving Gender Fairness in Image Search.
AAAI 36, 11 ( · 2022
Search / RecommendationInformation LiteracyTransparency / Explainability
Situating Search
In ACM SIGIR Conference on Human Information Interaction and Retrieval · 2022
FairnessDiversityBias
Closing the Gender Gap in Patenting: Evidence from a Randomized Control Trial at the Uspto
SSRN Journal ( · 2022
FairnessEthicsNeural Networks
Machine Learning Fairness is Computationally Difficult and Algorithmically Unsatisfactorily Solved
In 2021 IEEE High Performance Extreme Computing Conference (HPEC) · 2021
AccountabilityFairnessHuman-centered AI
Failures of Fairness in Automation Require a Deeper Understanding of Human-ML Augmentation
MISQ 45, 3 ( · 2021
FairnessBiasSocial Media
No Walk in the Park: The Viability and Fairness of Social Media Analysis for Parks and Recreational Policy Making
ICWSM 15, ( · 2021
NLPLLMBias
On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜
In Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency · 2021
NLPEthicsBias
AI and the Everything in the Whole Wide World Benchmark
In Proceedings of the 35th Conference on Neural Information Processing Systems (NeurIPS · 2021
Neural NetworksAccountabilityHuman-centered AI
An iSchool approach to data science: Human-centered, socially responsible, and context-driven.
Journal of the Association for Information Science and Technology 72, 6 ( · 2021
InformationLiteracy Mis / Dis-informationSocial Media
What Makes People Join Conspiracy Communities?: Role of Social Factors in Conspiracy Engagement
Proc. ACM Hum.-Comput. Interact. 4, CSCW3 ( · 2021