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2020 – today
- 2026
[i18]Vivek Anand, Alec Helbling, Mark A. Davenport, Gordon J. Berman, Sankaraleengam Alagapan, Christopher John Rozell:
LORE: Jointly Learning the Intrinsic Dimensionality and Relative Similarity Structure From Ordinal Data. CoRR abs/2602.04192 (2026)- 2025
- [c5]Aeree Cho, Grace C. Kim, Alexander Karpekov, Alec Helbling, Zijie J. Wang, Seongmin Lee, Benjamin Hoover, Duen Horng (Polo) Chau:
TRANSFORMER EXPLAINER: Interactive Learning of Text-Generative Models. AAAI 2025: 29625-29627 - [c4]Seongmin Lee, Zijie J. Wang, Aishwarya Chakravarthy, Alec Helbling, Shengyun Peng, Mansi Phute, Duen Horng (Polo) Chau, Minsuk Kahng:
LLM Attributor: Interactive Visual Attribution for LLM Generation. AAAI 2025: 29655-29657 - [c3]Alec Helbling, Tuna Han Salih Meral, Benjamin Hoover, Pinar Yanardag, Duen Horng Chau:
ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features. ICML 2025 - [c2]Matthew Hull, Haoran Wang
, Matthew Lau, Alec Helbling, Mansi Phute, Chao Zhang, Zsolt Kira, Willian T. Lunardi, Martin Andreoni, Wenke Lee, Duen Horng Chau:
RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering. IJCAI 2025: 10473-10480 - [i17]Alec Helbling, Tuna Han Salih Meral, Benjamin Hoover, Pinar Yanardag, Duen Horng Chau:
ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features. CoRR abs/2502.04320 (2025) - [i16]Alec Helbling, Duen Horng Chau:
Diffusion Explorer: Interactive Exploration of Diffusion Models. CoRR abs/2507.01178 (2025) - [i15]Mansi Phute, Matthew Hull, Haoran Wang, Alec Helbling, Shengyun Peng, Willian T. Lunardi, Martin Andreoni, Wenke Lee, Duen Horng Chau:
UNDREAM: Bridging Differentiable Rendering and Photorealistic Simulation for End-to-end Adversarial Attacks. CoRR abs/2510.16923 (2025) - [i14]Alec Helbling, Shruti Palaskar, Kundan Krishna, Polo Chau, Leon A. Gatys, Joseph Yitan Cheng:
SafetyPairs: Isolating Safety Critical Image Features with Counterfactual Image Generation. CoRR abs/2510.21120 (2025) - 2024
- [j1]Kion Fallah, Alec Helbling, Kyle A. Johnsen, Christopher John Rozell:
Manifold Contrastive Learning with Variational Lie Group Operators. Trans. Mach. Learn. Res. 2024 (2024) - [c1]Mansi Phute, Alec Helbling, Matthew Hull, Shengyun Peng, Sebastian Szyller, Cory Cornelius, Duen Horng Chau:
LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked. Tiny Papers @ ICLR 2024 - [i13]Justin Blalock, David Munechika, Harsha Karanth, Alec Helbling, Pratham Darrpan Mehta, Seongmin Lee, Duen Horng Chau:
Mobile Fitting Room: On-device Virtual Try-on via Diffusion Models. CoRR abs/2402.01877 (2024) - [i12]Alec Helbling, Seongmin Lee, Polo Chau:
Point and Instruct: Enabling Precise Image Editing by Unifying Direct Manipulation and Text Instructions. CoRR abs/2402.07925 (2024) - [i11]Seongmin Lee, Zijie J. Wang, Aishwarya Chakravarthy, Alec Helbling, Shengyun Peng, Mansi Phute, Duen Horng Chau, Minsuk Kahng:
LLM Attributor: Interactive Visual Attribution for LLM Generation. CoRR abs/2404.01361 (2024) - [i10]Alec Helbling, Seongmin Lee, Polo Chau:
ClickDiffusion: Harnessing LLMs for Interactive Precise Image Editing. CoRR abs/2404.04376 (2024) - [i9]Matthew Lau, Haoran Wang, Alec Helbling, Matthew Hull, Shengyun Peng, Martin Andreoni, Willian T. Lunardi, Wenke Lee:
Non-Robust Features are Not Always Useful in One-Class Classification. CoRR abs/2407.06372 (2024) - [i8]Aeree Cho, Grace C. Kim, Alexander Karpekov, Alec Helbling, Zijie J. Wang, Seongmin Lee, Benjamin Hoover, Duen Horng Chau:
Transformer Explainer: Interactive Learning of Text-Generative Models. CoRR abs/2408.04619 (2024) - 2023
- [i7]Alec Helbling, Christopher J. Rozell, Matthew R. O'Shaughnessy, Kion Fallah:
PrefGen: Preference Guided Image Generation with Relative Attributes. CoRR abs/2304.00185 (2023) - [i6]Kion Fallah, Alec Helbling, Kyle A. Johnsen, Christopher J. Rozell:
Manifold Contrastive Learning with Variational Lie Group Operators. CoRR abs/2306.13544 (2023) - [i5]Alec Helbling, Duen Horng Chau:
ManimML: Communicating Machine Learning Architectures with Animation. CoRR abs/2306.17108 (2023) - [i4]Alec Helbling, Mansi Phute, Matthew Hull, Duen Horng Chau:
LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked. CoRR abs/2308.07308 (2023) - [i3]Alec Helbling, Evan Montoya, Duen Horng Chau:
ObjectComposer: Consistent Generation of Multiple Objects Without Fine-tuning. CoRR abs/2310.06968 (2023) - 2022
- [i2]Alec Helbling, Christopher John Rozell, Matthew R. O'Shaughnessy, Kion Fallah:
Oracle Guided Image Synthesis with Relative Queries. CoRR abs/2204.14189 (2022)
2010 – 2019
- 2018
- [i1]Joshua E. Hochuli, Alec Helbling, Tamar Skaist, Matthew Ragoza, David Ryan Koes:
Visualizing Convolutional Neural Network Protein-Ligand Scoring. CoRR abs/1803.02398 (2018)
Coauthor Index
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