Helbling, Alec

6 publications

ICML 2025 ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features Alec Helbling, Tuna Han Salih Meral, Benjamin Hoover, Pinar Yanardag, Duen Horng Chau

AAAI 2025 LLM Attributor: Interactive Visual Attribution for LLM Generation Seongmin Lee, Zijie J. Wang, Aishwarya Chakravarthy, Alec Helbling, Shengyun Peng, Mansi Phute, Duen Horng (Polo) Chau, Minsuk Kahng

IJCAI 2025 RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering Matthew Hull, Haoran Wang, Matthew Lau, Alec Helbling, Mansi Phute, Chao Zhang, Zsolt Kira, Willian T. Lunardi, Martin Andreoni, Wenke Lee, Duen Horng Chau

AAAI 2025 TRANSFORMER EXPLAINER: Interactive Learning of Text-Generative Models Aeree Cho, Grace C. Kim, Alexander Karpekov, Alec Helbling, Zijie J. Wang, Seongmin Lee, Benjamin Hoover, Duen Horng (Polo) Chau

TMLR 2024 Manifold Contrastive Learning with Variational Lie Group Operators Kion Fallah, Alec Helbling, Kyle A. Johnsen, Christopher John Rozell

ICLRW 2022 Oracle Guided Image Synthesis with Relative Queries Alec Helbling, Christopher John Rozell, Matthew O'Shaughnessy, Kion Fallah