Beyond Parity: Fairness Objectives for Collaborative Filtering. - Sirui Yao; Bert Huang (NIPS, 2017)

New Fairness Metrics for Recommendation that Embrace Differences. - Sirui Yao; Bert Huang (CoRR, 2017)

Review on cyber-physical systems. - Yang Liu; Yu Peng; Bailing Wang; Sirui Yao; Zihe Liu (IEEE CAA J. Autom. Sinica, 2017)

A Case Study on a Sustainable Framework for Ethically Aware Predictive Modeling. - Thomas C. H. Lux; Stefan Nagy; Mohammed Almanaa; Sirui Yao; Reid Bixler (ISTAS, 2019)

Personalized Regularization Learning for Fairer Matrix Factorization. - Sirui Yao; Bert Huang (PAKDD (2), 2021)

Measuring Recommender System Effects with Simulated Users. - Sirui Yao; Yoni Halpern; Nithum Thain; Xuezhi Wang 002; Kang Lee; Flavien Prost; Ed H. Chi; Jilin Chen; Alex Beutel (CoRR, 2021)

Evaluating, Understanding, and Mitigating Unfairness in Recommender Systems. - Sirui Yao (2021)