2 papers
cs.AI2025
CARE: Compatibility-Aware Incentive Mechanisms for Federated Learning with Budgeted Requesters
Xiang Liu, Hau Chan, Minming Li +3
Federated learning (FL) is a promising approach that allows requesters (\eg, servers) to obtain local training models from workers (e.g., clients). Since workers are typically unwi…
cs.GT2025
A Complete Landscape of EFX Allocations on Graphs: Goods, Chores and Mixed Manna
Bo Li, Minming Li, Tianze Wei +2
We study envy-free up to any item (EFX) allocations on simple graphs where vertices and edges represent agents and items respectively. An agent (vertex) is only interested in items…