Kevin Tierney
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
20
Venues
12
Active years
2009–2025
Best venue rank
A*
Where they publish
Papers
20 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | GECCO | Deep reinforcement learning for instance-specific algorithm configuration. | Elias Schede, Moritz Seiler, Kevin Tierney, Heike Trautmann |
| 2025 | ICLR | PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization. | Andr Hottung, Mridul Mahajan, Kevin Tierney |
| 2025 | KDD | RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark. | Federico Berto, Chuanbo Hua, Junyoung Park, Laurin Luttmann, Yining Ma, Fanchen Bu, Jiarui Wang, Haoran Ye, Minsu Kim, Sanghyeok Choi, Nayeli Gast Zepeda, Andr Hottung, Jianan Zhou, Jieyi Bi, Yu Hu, Fei Liu, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Davide Angioni, Wouter Kool, Zhiguang Cao, Qingfu Zhang, Joungho Kim, Jie Zhang, Kijung Shin, Cathy Wu, Sungsoo Ahn, Guojie Song, Changhyun Kwon, Kevin Tierney, Lin Xie, Jinkyoo Park |
| 2023 | AAAI | AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration. | Jasmin Brandt, Elias Schede, Bjrn Haddenhorst, Viktor Bengs, Eyke Hllermeier, Kevin Tierney |
| 2023 | IJCAI | A Survey of Methods for Automated Algorithm Configuration (Extended Abstract). | Elias Schede, Jasmin Brandt, Alexander Tornede, Marcel Wever, Viktor Bengs, Eyke Hllermeier, Kevin Tierney |
| 2022 | ETFA | Explaining solutions to multi-stage stochastic optimization problems to decision makers. | Kevin Tierney, Kaja Balzereit, Andreas Bunte, Oliver Niehrster |
| 2022 | ICLR | Efficient Active Search for Combinatorial Optimization Problems. | Andr Hottung, Yeong-Dae Kwon, Kevin Tierney |
| 2021 | ICLR | Learning a Latent Search Space for Routing Problems using Variational Autoencoders. | Andr Hottung, Bhanu Bhandari, Kevin Tierney |
| 2021 | SAT | PyDGGA: Distributed GGA for Automatic Configuration. | Carlos Anstegui, Josep Pon, Meinolf Sellmann, Kevin Tierney |
| 2020 | ECAI | Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem. | Andr Hottung, Kevin Tierney |
| 2019 | CP | Exploiting Counterfactuals for Scalable Stochastic Optimization. | Stefan Kuhlemann, Meinolf Sellmann, Kevin Tierney |
| 2018 | CP | Self-configuring Cost-Sensitive Hierarchical Clustering with Recourse. | Carlos Anstegui, Meinolf Sellmann, Kevin Tierney |
| 2017 | AAAI | Reactive Dialectic Search Portfolios for MaxSAT. | Carlos Anstegui, Josep Pon, Meinolf Sellmann, Kevin Tierney |
| 2017 | EMO | Multi-objective Optimization for Liner Shipping Fleet Repositioning. | Kevin Tierney, Joshua Handali, Christian Grimme, Heike Trautmann |
| 2015 | IJCAI | Model-Based Genetic Algorithms for Algorithm Configuration. | Carlos Anstegui, Yuri Malitsky, Horst Samulowitz, Meinolf Sellmann, Kevin Tierney |
| 2014 | AAAI | Online Search Algorithm Configuration. | Tadhg Fitzgerald, Barry O'Sullivan, Yuri Malitsky, Kevin Tierney |
| 2014 | SoCS | ReACT: Real-Time Algorithm Configuration through Tournaments. | Tadhg Fitzgerald, Yuri Malitsky, Barry O'Sullivan, Kevin Tierney |
| 2013 | CPAIOR | CP Methods for Scheduling and Routing with Time-Dependent Task Costs. | Elena Kelareva, Kevin Tierney, Philip Kilby |
| 2010 | ECAI | ISAC - Instance-Specific Algorithm Configuration. | Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann, Kevin Tierney |
| 2009 | CP | A Gender-Based Genetic Algorithm for the Automatic Configuration of Algorithms. | Carlos Anstegui, Meinolf Sellmann, Kevin Tierney |