Machine Learning for Data Management

Human-AI Collaboration

Crowdsourcing

Human Computation

Hi, this is Yunyi XIAO (you can call me Uni :)), a student in the Doctoral Programs in Informatics, Graduate School of Comprehensive Human Sciences, University of Tsukuba. My research interests are Machine Learning for Data Management and Human-AI Collaboration.

Yunyi Xiao, Hiroyoshi Ito, Lei Chen, Atsuyuki Morishima. "Efficient Task Assignment for Multi-Workerset Crowdsourcing with Time and Expense Considerations", The VLDB Journal 35, 23 (2026). https://doi.org/10.1007/s00778-026-00969-5

Yunyi Xiao, Yu Yamashita, Hiroyoshi Ito, Masaki Matsubara, Atsuyuki Morishima, " Multi-Armed Bandit Approach to Qualification Task Assignment across Multi Crowdsourcing Platforms", The 6th IEEE Workshop on Human-in-the-Loop Methods and Future of Work in BigData (IEEE HMData 2022), Proceedings of 2022 IEEE International Conference on BigData (BigData), online(Osaka), 17th December 2022.

Yunyi Xiao, Yu Yamashita, Hiroyoshi Ito, Masaki Matsubara, Atsuyuki Morishima, "Multi-Armed Bandit Approach to Task Assignment across Multi Crowdsourcing Platforms", The Tenth AAAI Conference on Human Computation and Crowdsourcing (HCOMP2022), Work-in-Progress, November 6-10, 2022, Virtual.

AIP Challenge 2025, JPY1,000,000, Japan Science and Technology Agency.

Mushashugyo Program 2025, JPY300,000, University of Tsukuba.