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Alec Helbling

Observed name: Helbling, Alec
ORCID: 0009-0007-8846-6460
Observed ORCID: 0009-0007-8846-6460
OpenAlex ID: A5042949568
Visualizing convolutional neural network protein-ligand scoring
2018 · Joshua Hochuli, Alec Helbling, et al. · Journal of Molecular Graphics and Modelling · 90
LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked
2023 · Phute, Mansi, Helbling, Alec, et al. · arXiv (Cornell University) · 31
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TRANSFORMER EXPLAINER: Interactive Learning of Text-Generative Models
2025 · Aeree Cho, Grace C. Kim, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 8
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LLM Attributor: Interactive Visual Attribution for LLM Generation
2025 · Seongmin Lee, Zijie J. Wang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 3
RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering
2024 · Matthew Hull, Haoran Wang, et al. · International Joint Conference on Artificial Intelligence · 2
Transformer Explainer: Learning LLM Transformers with Interactive Visual Explanation and Experimentation
2026 · Aeree Cho, Grace C. Kim, et al. · CHI Conference on Human Factors in Computing Systems · 1
RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering
2025 · Matthew Hull, Haoran Wang, et al. · International Joint Conference on Artificial Intelligence · 1
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RoleQ: Role-Aligned Scales for Converting Language Models to Ternary
2026 · Knittel, Johannes, Helbling, Alec, et al. · arXiv (Cornell University)
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ARMOR: Manifold-Oriented Training for Adversarially Robust Aerial Object Detection under Data Scarcity
2026 · Wang, Haoran, Lau, Matthew, et al. · arXiv (Cornell University)
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ALLUDE: A Unified Evaluation System for Configurable Attacks in Differentiable Environments
2026 · Phute, Mansi, Greenhalgh, Alexander, et al. · arXiv (Cornell University)
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Flow Reasoning Models: Turning Flows Into Efficient Recurrent Reasoners
2026 · Helbling, Alec, Bryutkin, Andrey, et al. · arXiv (Cornell University)
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What Time Is It? How Data Geometry Makes Time Conditioning Optional for Flow Matching
2026 · Helbling, Alec, Hernandez, Sebastian Gutierrez, et al. · arXiv (Cornell University)
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Beyond a Single Frame: Multi-Frame Spatially Grounded Reasoning Across Volumetric MRI
2026 · Moukheiber, Lama, Yeung, Caleb M., et al. · arXiv (Cornell University)
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LORE: Jointly Learning the Intrinsic Dimensionality and Relative Similarity Structure From Ordinal Data
2026 · Anand, Vivek, Helbling, Alec, et al. · arXiv (Cornell University)
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Differentiable Rendering Powered End-to-End Adversarial Attack Evaluation
2026 · Mansi Phute, Matthew Hull, et al. · Lecture notes in computer science
UNDREAM: Bridging Differentiable Rendering and Photorealistic Simulation for End-to-end Adversarial Attacks
2025 · Phute, Mansi, Hull, Matthew, et al. · arXiv (Cornell University)
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Diffusion Explorer: Interactive Exploration of Diffusion Models
2025 · Helbling, Alec, Chau, Duen Horng · arXiv (Cornell University)
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ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
2025 · Helbling, Alec, Meral, Tuna Han Salih, et al. · arXiv (Cornell University)
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Non-Robust Features are Not Always Useful in One-Class Classification
2024 · Lau, Matthew, Wang, Haoran, et al. · arXiv (Cornell University)
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ClickDiffusion: Harnessing LLMs for Interactive Precise Image Editing
2024 · Helbling, Alec, Lee, Seongmin, et al. · arXiv (Cornell University)
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Point and Instruct: Enabling Precise Image Editing by Unifying Direct Manipulation and Text Instructions
2024 · Helbling, Alec, Lee, Seongmin, et al. · arXiv (Cornell University)
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Mobile Fitting Room: On-device Virtual Try-on via Diffusion Models
2024 · Blalock, Justin, Munechika, David, et al. · arXiv (Cornell University)
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ObjectComposer: Consistent Generation of Multiple Objects Without Fine-tuning
2023 · Helbling, Alec, Montoya, Evan, et al. · arXiv (Cornell University)
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ManimML: Communicating Machine Learning Architectures with Animation
2023 · Helbling, Alec, Chau, Duen Horng · arXiv (Cornell University)
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Manifold Contrastive Learning with Variational Lie Group Operators
2023 · Fallah, Kion, Helbling, Alec, et al. · arXiv (Cornell University)
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Works count: 30
Citation count: 136
H-index: 3
I10-index: 2
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