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Publications

The OII's faculty and research staff author hundreds of publications every year, externally published in journals, conference proceedings and other academic outlets. The full database can be searched using the form below.

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Conference papers
  • Zaccour, J., BINNS, R. and Rocher, L. (2025) "Access Denied: Meaningful Data Access for Quantitative Algorithm Audits", PROCEEDINGS OF THE 2025 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS, CHI 2025. CHI Conference on Human Factors in Computing Systems (CHI ’25), Yokohama, Japan, 26 April – 1 May 2025. ACM. 1-31. (This paper was presented at the CHI Conference on Human Factors in Computing Systems (CHI 2025), 26th April - 1st May 2025, Yokohama, Japan. The author accepted manuscript (AAM) of this paper has been made available under the University of Oxford's Open Access Publications Policy, and a CC BY public copyright licence has been applied.)
  • Xiao, Q., Fan, X., Simon, F.M., Zhang, B. and Eslami, M. (2025) "It Might be TechnicallyI mpressive, But It’s Practically Useless to us": Motivations, Practices, Challenges, and Opportunities for Cross-Functional Collaboration around AI within the News Industry. CHI Conference on Human Factors in Computing Systems (CHI’25), Yokohama, Japan, 26 April – 1 May 2025. Association for Computing Machinery. (This paper has been accepted for the 2025 CHI Conference on Human Factors in Computing Systems (CHI 25), 26 April to 1 May 2025, Yokohama, Japan. The author accepted manuscript (AAM) of this paper has been made available under the University of Oxford's Open Access Publications Policy, and a CC BY public copyright licence has been applied. The final version is forthcoming from the Association for Computing Machinery.)
  • Drinkall, F., Pierrehumbert, J.B. and Zohren, S. (2025) "Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs", Proceedings - International Conference on Computational Linguistics, COLING. 118-133.
  • RUSSELL, C., MITTELSTADT, B., WACHTER, S., Delaney, E. and FU, Z. (2025) "OxonFair: A Flexible Toolkit for Algorithmic Fairness", Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Neurips, Vancouver, Canada, 10–15 December 2024. Curran Associates. 94209-94245.
  • Hafner, F.S., Valdivia, A.N.A. and Rocher, L. (2025) "Gender Trouble in Language Models: An Empirical Audit Guided by Gender Performativity Theory", PROCEEDINGS OF THE 2025 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2025. The 2025 ACM Conference on Fairness, Accountability, and Trans- parency (FAccT ’25), Athens, Greece, 23–26 June 2025. ACM. 1677-1695.
  • Valdivia, A. (2025) "Data Ecofeminism", PROCEEDINGS OF THE 2025 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2025. The 2025 ACM Conference on Fairness, Accountability, and Trans- parency (FAccT ’25), Athens, Greece, 23–26 June 2025. ACM. 391-403.
  • Rawal, K., Fu, Z., Delaney, E. and Russell, C. (2025) "Evaluating Model Explanations without Ground Truth", PROCEEDINGS OF THE 2025 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2025. FAccT '25: The 2025 ACM Conference on Fairness, Accountability, and Transparency. ACM. 3399-3410.
  • Hawkins, W., Mittelstadt, B. and Russell, C. (2025) "Deepfakes on Demand", PROCEEDINGS OF THE 2025 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2025. FAccT '25: The 2025 ACM Conference on Fairness, Accountability, and Transparency. ACM. 1602-1614.
  • Obukhov, A., Poggi, M., Tosi, F., Arora, R.S., Spencer, J., Russell, C., Hadfield, S., Bowden, R., Wang, S., Ma, Z., Chen, W., Xu, B., Sun, F., Xie, D., Zhu, J., Lavreniuk, M., Guan, H., Wu, Q., Zeng, Y., Lu, C., Wang, H., Zhou, G., Zhang, H., Wang, J., Rao, Q., Wang, C., Liu, X., Lou, Z., Jiang, H., Chen, Y., Xu, R., Tan, M., Qin, Z., Mao, Y., Liu, J., Xu, J., Yang, Y., Zhao, W., Jiang, J., Liu, X., Zhao, M., Ming, A., Chen, W., Xue, F., Yu, M., Gao, S., Wang, X., Omotara, G., Farag, R., Demby's, J., Tousi, S.M.A., DeSouza, G.N., Yang, T.-.A., Nguyen, M.-.Q., Tran, T.-.P., Luginov, A. and Shahzad, M. (2025) The Fourth Monocular Depth Estimation Challenge. 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). Institute of Electrical and Electronics Engineers (IEEE). 00 6172-6185.
Journal articles
Reports
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Books

Our faculty have authored and edited many critically acclaimed books. The most recent books can be found below - more can be found on our dedicated Books page.

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