3 papers
cs.GT2026
Learning-Augmented Facility Location Mechanisms for Envy Ratio
Haris Aziz, Yuhang Guo, Alexander Lam +1
The augmentation of algorithms with predictions of the optimal solution, such as from a machine-learning algorithm, has garnered significant attention in recent years, particularly…
cs.GT2026
Minimizing Inequity in Facility Location Games
Yuhang Guo, Houyu Zhou
This paper studies the problem of minimizing group-level inequity in facility location games on the real line, where agents belong to different groups and may act strategically. We…
cs.LG2025
Large Language Models for Multi-Facility Location Mechanism Design
Nguyen Thach, Fei Liu, Houyu Zhou +1
Designing strategyproof mechanisms for multi-facility location that optimize social costs based on agent preferences had been challenging due to the extensive domain knowledge requ…