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Lukas Helff

LukasHug

https://www.ml.informatik.tu-darmstadt.de/people/lhelff/index.html

lukashelff

AI & ML interests

I am a PhD student in the AI and ML Lab at TU Darmstadt, specializing in deep learning and computer vision. My research primarily revolves around visual and logical reasoning using deep neural networks, symbolic AI, and Neural-Symbolic AI.

Recent Activity

new activity 6 days ago

AIML-TUDA/SLR-Bench:Update README.md

updated a Space 7 days ago

AIML-TUDA/IsomorphicPerturbationTesting

updated a dataset 7 days ago

AIML-TUDA/SLR-Bench

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Organizations

authored 2 papers 9 days ago

ActivationReasoning: Logical Reasoning in Latent Activation Spaces

Paper • 2510.18184 • Published Oct 21, 2025 • 2

LLMs Gaming Verifiers: RLVR can Lead to Reward Hacking

Paper • 2604.15149 • Published Apr 16 • 1

authored a paper 11 months ago

SLR: An Automated Synthesis Framework for Scalable Logical Reasoning

Paper • 2506.15787 • Published Jun 18, 2025 • 3

authored 2 papers almost 2 years ago

V-LoL: A Diagnostic Dataset for Visual Logical Learning

Paper • 2306.07743 • Published Jun 13, 2023 • 1

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

Paper • 2406.05113 • Published Jun 7, 2024 • 3

Lukas Helff

AI & ML interests

Recent Activity

Organizations

LukasHug's activity