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Projects
- 1 Active
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Collaborative Research: Advancing Fairness for Emerging Infrastructure Systems with High Operational Dynamics
Chen, V. (PI)
1/07/23 → 30/06/26
Project: Research project
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Local Causal Discovery for Structural Evidence of Direct Discrimination
Maasch, J., Gan, K., Chen, V., Orfanoudaki, A., Akpinar, N. J. & Wang, F., 11 Apr 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 18 ed. p. 19475-19483 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 18).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Task as Context Prompting for Accurate Medical Symptom Coding Using Large Language Models
He, C., Zhang, W., Chen, V. X., Ning, Y. & Wang, P., 2025, Proceedings - 2025 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2025. p. 176-186 11 p. (Proceedings - 2025 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Assessing Group Fairness with Social Welfare Optimization
Chen, V., Hooker, J. N. & Leben, D., 2024, Integration of Constraint Programming, Artificial Intelligence, and Operations Research - 21st International Conference, CPAIOR 2024, Proceedings. Dilkina, B. (ed.). p. 208-225 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14742 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A guide to formulating fairness in an optimization model
Xinying Chen, V. & Hooker, J. N., Jul 2023, In: Annals of Operations Research. 326, 1, p. 581-619 39 p.Research output: Contribution to journal › Article › peer-review
Open Access70 Scopus citations -
Equipping Federated Graph Neural Networks with Structure-aware Group Fairness
Cui, N., Wang, X., Wang, W. H., Chen, V. & Ning, Y., 2023, Proceedings - 23rd IEEE International Conference on Data Mining, ICDM 2023. Chen, G., Khan, L., Gao, X., Qiu, M., Pedrycz, W. & Wu, X. (eds.). p. 980-985 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations