1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.LG2025
Enhanced Route Planning with Calibrated Uncertainty Set
Lingxuan Tang, Rui Luo, Zhixin Zhou +1
This paper investigates the application of probabilistic prediction methodologies in route planning within a road network context. Specifically, we introduce the Conformalized Quan…
cs.LG2024★ 1 cited
Entropy Reweighted Conformal Classification
Rui Luo, Nicolo Colombo
Conformal Prediction (CP) is a powerful framework for constructing prediction sets with guaranteed coverage. However, recent studies have shown that integrating confidence calibrat…
cs.LG2024
Conformal Load Prediction with Transductive Graph Autoencoders
Rui Luo, Nicolo Colombo
Predicting edge weights on graphs has various applications, from transportation systems to social networks. This paper describes a Graph Neural Network (GNN) approach for edge weig…