Learning to Plan via a Multi-step Policy Regression Method. - Stefan Wagner 020; Michael Janschek; Tobias Uelwer; Stefan Harmeling (ICANN (4), 2021)

A Survey on Self-Supervised Representation Learning. - Tobias Uelwer; Jan Robine; Stefan Sylvius Wagner; Marc Höftmann; Eric Upschulte; Sebastian Konietzny; Maike Behrendt; Stefan Harmeling (CoRR, 2023)

Cyclophobic Reinforcement Learning. - Stefan Sylvius Wagner; Peter Arndt 001; Jan Robine; Stefan Harmeling (Trans. Mach. Learn. Res., 2023)

Just Cluster It: An Approach for Exploration in High-Dimensions using Clustering and Pre-Trained Representations. - Stefan Sylvius Wagner; Stefan Harmeling (ICML, 2024)

AQuA - Combining Experts' and Non-Experts' Views To Assess Deliberation Quality in Online Discussions Using LLMs. - Maike Behrendt; Stefan Sylvius Wagner; Marc Ziegele; Lena Wilms; Anke Stoll; Dominique Heinbach; Stefan Harmeling (CoRR, 2024)

SQBC: Active Learning using LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions. - Stefan Sylvius Wagner; Maike Behrendt; Marc Ziegele; Stefan Harmeling (CoRR, 2024)

Supporting Online Discussions: Integrating AI Into the adhocracy+ Participation Platform To Enhance Deliberation. - Maike Behrendt; Stefan Sylvius Wagner; Stefan Harmeling (CoRR, 2024)

The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions. - Stefan Sylvius Wagner; Maike Behrendt; Marc Ziegele; Stefan Harmeling (ICLR, 2025)

Object-Aware DINO (Oh-A-Dino): Enhancing Self-Supervised Representations for Multi-Object Instance Retrieval. - Stefan Sylvius Wagner; Stefan Harmeling (CoRR, 2025)

A survey on self-supervised methods for visual representation learning. - Tobias Uelwer; Jan Robine; Stefan Sylvius Wagner; Marc Höftmann; Eric Upschulte; Sebastian Konietzny; Maike Behrendt; Stefan Harmeling (Mach. Learn., 2025)

MaxPoolBERT: Enhancing BERT Classification via Layer- and Token-Wise Aggregation. - Maike Behrendt; Stefan Sylvius Wagner; Stefan Harmeling (CoRR, 2025)

Natural Language Processing to Enhance Deliberation in Political Online Discussions: A Survey. - Maike Behrendt; Stefan Sylvius Wagner; Carina Weinmann; Marike Bormann; Mira Warne; Stefan Harmeling (CoRR, 2025)