RP-DQN: An Application of Q-Learning to Vehicle Routing Problems. - Ahmad Bdeir; Simon Boeder; Tim Dernedde; Kirill Tkachuk; Jonas K. Falkner; Lars Schmidt-Thieme (KI, 2021)

Routing Arena: A Benchmark Suite for Neural Routing Solvers. - Daniela Thyssens; Tim Dernedde; Jonas K. Falkner; Lars Schmidt-Thieme (CoRR, 2023)

Moco: A Learnable Meta Optimizer for Combinatorial Optimization. - Tim Dernedde; Daniela Thyssens; Sören Dittrich; Maximilian Stubbemann; Lars Schmidt-Thieme (PAKDD (3), 2025)

IMTS-Mixer: Mixer-Networks for Irregular Multivariate Time Series Forecasting. - Christian Klötergens; Tim Dernedde; Lars Schmidt-Thieme (CoRR, 2025)