Ming Yin
Orcid: 0000-0002-7364-139XAffiliations:
- Purdue University, West Lafayette, IN, USA
According to our database1,
Ming Yin
authored at least 41 papers
between 2016 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making.
CoRR, 2024
CoRR, 2024
"Are You Really Sure?" Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making.
CoRR, 2024
Beyond Recommender: An Exploratory Study of the Effects of Different AI Roles in AI-Assisted Decision Making.
CoRR, 2024
Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making.
CoRR, 2024
Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024
Decoding AI's Nudge: A Unified Framework to Predict Human Behavior in AI-Assisted Decision Making.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
The Effects of AI Biases and Explanations on Human Decision Fairness: A Case Study of Bidding in Rental Housing Markets.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Strategic Adversarial Attacks in AI-assisted Decision Making to Reduce Human Trust and Reliance.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Watch Out for Updates: Understanding the Effects of Model Explanation Updates in AI-Assisted Decision Making.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Are Two Heads Better Than One in AI-Assisted Decision Making? Comparing the Behavior and Performance of Groups and Individuals in Human-AI Collaborative Recidivism Risk Assessment.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
How does Value Similarity affect Human Reliance in AI-Assisted Ethical Decision Making?
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2023
Modeling Human Trust and Reliance in AI-Assisted Decision Making: A Markovian Approach.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
ACM Trans. Interact. Intell. Syst., December, 2022
IEEE Trans. Hum. Mach. Syst., 2022
Understanding the Microtask Crowdsourcing Experience for Workers with Disabilities: A Comparative View.
Proc. ACM Hum. Comput. Interact., 2022
The Effects of AI-based Credibility Indicators on the Detection and Spread of Misinformation under Social Influence.
Proc. ACM Hum. Comput. Interact., 2022
Will You Accept the AI Recommendation? Predicting Human Behavior in AI-Assisted Decision Making.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
The Influences of Task Design on Crowdsourced Judgement: A Case Study of Recidivism Risk Evaluation.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Exploring the Effects of Machine Learning Literacy Interventions on Laypeople's Reliance on Machine Learning Models.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022
When Confidence Meets Accuracy: Exploring the Effects of Multiple Performance Indicators on Trust in Machine Learning Models.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022
Towards Better Detection of Biased Language with Scarce, Noisy, and Biased Annotations.
Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022
Understanding Decision Subjects' Fairness Perceptions and Retention in Repeated Interactions with AI-Based Decision Systems.
Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022
2021
You'd Better Stop! Understanding Human Reliance on Machine Learning Models under Covariate Shift.
Proceedings of the WebSci '21: 13th ACM Web Science Conference 2021, 2021
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Are Explanations Helpful? A Comparative Study of the Effects of Explanations in AI-Assisted Decision-Making.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021
Exploring the Effects of Goal Setting When Training for Complex Crowdsourcing Tasks (Extended Abstract).
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Human Reliance on Machine Learning Models When Performance Feedback is Limited: Heuristics and Risks.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Motivating Novice Crowd Workers through Goal Setting: An Investigation into the Effects on Complex Crowdsourcing Task Training.
Proceedings of the Eighth AAAI Conference on Human Computation and Crowdsourcing, 2020
Does Exposure to Diverse Perspectives Mitigate Biases in Crowdwork? An Explorative Study.
Proceedings of the Eighth AAAI Conference on Human Computation and Crowdsourcing, 2020
2019
Understanding the Skill Provision in Gig Economy from A Network Perspective: A Case Study of Fiverr.
Proc. ACM Hum. Comput. Interact., 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
2018
CoRR, 2018
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
2016
Proceedings of the 25th International Conference on World Wide Web, 2016