Xiaoxi Guo — accepted AI-conference papers

2025

An Evaluation Framework for Product Images Background Inpainting Based on Human Feedback and Product Consistency

Yuqi Liang, Jun Luo, Xiaoxi Guo, Jianqi Bi

AAAI 2025technical

In product advertising applications, the automated inpainting of backgrounds utilizing AI techniques in product images has emerged as a significant task. However, the techniques still suffer from issues such as inappropriate background and inconsistent product in generated product images, and existi…

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2023

First-Choice Maximality Meets Ex-ante and Ex-post Fairness

Xiaoxi Guo, Sujoy Sikdar, Lirong Xia, Yongzhi Cao, Hanpin Wang

IJCAI 2023poster

For the assignment problem where multiple indivisible items are allocated to a group of agents given their ordinal preferences, we design randomized mechanisms that satisfy first-choice maximality (FCM), i.e., maximizing the number of agents assigned their first choices, together with Pareto efficie…

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