Tierney, Kevin

14 publications

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

TMLR 2025 On the Hardness of Computing Counterfactual and Semi-Factual Explanations in XAI André Artelt, Martin Olsen, 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

IJCAI 2023 A Survey of Methods for Automated Algorithm Configuration (Extended Abstract) Elias Schede, Jasmin Brandt, Alexander Tornede, Marcel Wever, Viktor Bengs, Eyke Hüllermeier, Kevin Tierney

AAAI 2023 AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration Jasmin Brandt, Elias Schede, Björn Haddenhorst, Viktor Bengs, Eyke Hüllermeier, Kevin Tierney

JAIR 2022 A Survey of Methods for Automated Algorithm Configuration Elias Schede, Jasmin Brandt, Alexander Tornede, Marcel Wever, Viktor Bengs, Eyke Hüllermeier, Kevin Tierney

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

AAAI 2017 Reactive Dialectic Search Portfolios for MaxSAT Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney

IJCAI 2015 Model-Based Genetic Algorithms for Algorithm Configuration Carlos Ansótegui, Yuri Malitsky, Horst Samulowitz, Meinolf Sellmann, Kevin Tierney

AAAI 2014 Online Search Algorithm Configuration Tadhg Fitzgerald, Barry O'Sullivan, Yuri Malitsky, Kevin Tierney