Lukas Helff

According to our database, Lukas Helff authored at least 11 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

SocialGrid: A Benchmark for Planning and Social Reasoning in Embodied Multi-Agent Systems.

Hikaru Shindo, Hanzhao Lin, Lukas Helff, Patrick Schramowski, Kristian Kersting

CoRR, April, 2026

LLMs Gaming Verifiers: RLVR can Lead to Reward Hacking.

Lukas Helff, Quentin Delfosse, David Steinmann, Ruben Härle, Hikaru Shindo, Patrick Schramowski, Wolfgang Stammer, Kristian Kersting, Felix Friedrich

CoRR, April, 2026

2025

Synthesizing Visual Concepts as Vision-Language Programs.

Antonia Wüst, Wolfgang Stammer, Hikaru Shindo, Lukas Helff, Devendra Singh Dhami, Kristian Kersting

CoRR, November, 2025

ActivationReasoning: Logical Reasoning in Latent Activation Spaces.

Lukas Helff, Ruben Härle, Wolfgang Stammer, Felix Friedrich, Manuel Brack, Antonia Wüst, Hikaru Shindo, Patrick Schramowski, Kristian Kersting

CoRR, October, 2025

SLR: An Automated Synthesis Framework for Scalable Logical Reasoning.

Lukas Helff, Ahmad Omar, Felix Friedrich, Wolfgang Stammer, Antonia Wüst, Tim Woydt, Rupert Mitchell, Patrick Schramowski, Kristian Kersting

CoRR, June, 2025

Fodor and Pylyshyn's Legacy - Still No Human-like Systematic Compositionality in Neural Networks.

Tim Woydt, Moritz Willig, Antonia Wüst, Lukas Helff, Wolfgang Stammer, Constantin A. Rothkopf, Kristian Kersting

CoRR, June, 2025

V-LoL: A Diagnostic Dataset for Visual Logical Learning.

Lukas Helff, Wolfgang Stammer, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

J. Data-centric Mach. Learn. Res., 2025

Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad?

Antonia Wüst, Tim Nelson Tobiasch, Lukas Helff, Inga Ibs, Wolfgang Stammer, Devendra Singh Dhami, Constantin A. Rothkopf, Kristian Kersting

Proceedings of the Forty-second International Conference on Machine Learning, 2025

LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models.

Lukas Helff, Felix Friedrich, Manuel Brack, Kristian Kersting, Patrick Schramowski

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad?

Antonia Wüst, Tim Woydt, Lukas Helff, Devendra Singh Dhami, Constantin A. Rothkopf, Kristian Kersting

CoRR, 2024

LLavaGuard: VLM-based Safeguards for Vision Dataset Curation and Safety Assessment.

Lukas Helff, Felix Friedrich, Manuel Brack, Kristian Kersting, Patrick Schramowski

CoRR, 2024