Hottung, André

7 publications

TMLR 2025 Neural Deconstruction Search for Vehicle Routing Problems André Hottung, Paula Wong-Chung, Kevin Tierney

ICLR 2025 PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization André Hottung, Mridul Mahajan, Kevin Tierney

TMLR 2025 RouteFinder: Towards Foundation Models for Vehicle Routing Problems Federico Berto, Chuanbo Hua, Nayeli Gast Zepeda, André Hottung, Niels Wouda, Leon Lan, Junyoung Park, Kevin Tierney, Jinkyoo Park

ICMLW 2024 RouteFinder: Towards Foundation Models for Vehicle Routing Problems Federico Berto, Chuanbo Hua, Nayeli Gast Zepeda, André Hottung, Niels Wouda, Leon Lan, Kevin Tierney, Jinkyoo Park

ICLR 2022 Efficient Active Search for Combinatorial Optimization Problems André Hottung, Yeong-Dae Kwon, Kevin Tierney

NeurIPS 2022 Simulation-Guided Beam Search for Neural Combinatorial Optimization Jinho Choo, Yeong-Dae Kwon, Jihoon Kim, Jeongwoo Jae, André Hottung, Kevin Tierney, Youngjune Gwon

ICLR 2021 Learning a Latent Search Space for Routing Problems Using Variational Autoencoders André Hottung, Bhanu Bhandari, Kevin Tierney