Alec Helbling - RankMe

25 papers A* 5Journal 19Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LORE: Jointly Learning the Intrinsic Dimensionality and Relative Similarity Structure From Ordinal Data. CoRR Vivek Anand, Alec Helbling, Mark A. Davenport, Gordon J. Berman, Sankaraleengam Alagapan, Christopher John Rozell
2026	A*	`conf`	Transformer Explainer: Learning LLM Transformers with Interactive Visual Explanation and Experimentation. CHI Aeree Cho, Grace C. Kim, Alexander Karpekov, Seongmin Lee, Alec Helbling, Benjamin Hoover, Zijie J. Wang, Minsuk Kahng, Duen Horng (Polo) Chau
2025	A*	`conf`	ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features. ICML Alec Helbling, Tuna Han Salih Meral, Benjamin Hoover, Pinar Yanardag, Duen Horng Chau
2025	J	`jnl`	ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features. CoRR Alec Helbling, Tuna Han Salih Meral, Benjamin Hoover, Pinar Yanardag, Duen Horng Chau
2025	J	`jnl`	Diffusion Explorer: Interactive Exploration of Diffusion Models. CoRR Alec Helbling, Duen Horng Chau
2025	A*	`conf`	LLM Attributor: Interactive Visual Attribution for LLM Generation. AAAI Seongmin Lee, Zijie J. Wang, Aishwarya Chakravarthy, Alec Helbling, Shengyun Peng, Mansi Phute, Duen Horng (Polo) Chau, Minsuk Kahng
2025	A*	`conf`	RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering. IJCAI Matthew Hull, Haoran Wang, Matthew Lau, Alec Helbling, Mansi Phute, Chao Zhang, Zsolt Kira, Willian T. Lunardi, Martin Andreoni, Wenke Lee, Duen Horng Chau
2025	J	`jnl`	SafetyPairs: Isolating Safety Critical Image Features with Counterfactual Image Generation. CoRR Alec Helbling, Shruti Palaskar, Kundan Krishna, Polo Chau, Leon A. Gatys, Joseph Yitan Cheng
2025	A*	`conf`	TRANSFORMER EXPLAINER: Interactive Learning of Text-Generative Models. AAAI Aeree Cho, Grace C. Kim, Alexander Karpekov, Alec Helbling, Zijie J. Wang, Seongmin Lee, Benjamin Hoover, Duen Horng (Polo) Chau
2025	J	`jnl`	UNDREAM: Bridging Differentiable Rendering and Photorealistic Simulation for End-to-end Adversarial Attacks. CoRR Mansi Phute, Matthew Hull, Haoran Wang, Alec Helbling, Shengyun Peng, Willian T. Lunardi, Martin Andreoni, Wenke Lee, Duen Horng Chau
2024	J	`jnl`	ClickDiffusion: Harnessing LLMs for Interactive Precise Image Editing. CoRR Alec Helbling, Seongmin Lee, Polo Chau
2024	J	`jnl`	LLM Attributor: Interactive Visual Attribution for LLM Generation. CoRR Seongmin Lee, Zijie J. Wang, Aishwarya Chakravarthy, Alec Helbling, Shengyun Peng, Mansi Phute, Duen Horng Chau, Minsuk Kahng
2024	—	`conf`	LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked. Tiny Papers @ ICLR Mansi Phute, Alec Helbling, Matthew Hull, Shengyun Peng, Sebastian Szyller, Cory Cornelius, Duen Horng Chau
2024	J	`jnl`	Manifold Contrastive Learning with Variational Lie Group Operators. Trans. Mach. Learn. Res. Kion Fallah, Alec Helbling, Kyle A. Johnsen, Christopher John Rozell
2024	J	`jnl`	Mobile Fitting Room: On-device Virtual Try-on via Diffusion Models. CoRR Justin Blalock, David Munechika, Harsha Karanth, Alec Helbling, Pratham Darrpan Mehta, Seongmin Lee, Duen Horng Chau
2024	J	`jnl`	Non-Robust Features are Not Always Useful in One-Class Classification. CoRR Matthew Lau, Haoran Wang, Alec Helbling, Matthew Hull, Shengyun Peng, Martin Andreoni, Willian T. Lunardi, Wenke Lee
2024	J	`jnl`	Point and Instruct: Enabling Precise Image Editing by Unifying Direct Manipulation and Text Instructions. CoRR Alec Helbling, Seongmin Lee, Polo Chau
2024	J	`jnl`	Transformer Explainer: Interactive Learning of Text-Generative Models. CoRR Aeree Cho, Grace C. Kim, Alexander Karpekov, Alec Helbling, Zijie J. Wang, Seongmin Lee, Benjamin Hoover, Duen Horng Chau
2023	J	`jnl`	LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked. CoRR Alec Helbling, Mansi Phute, Matthew Hull, Duen Horng Chau
2023	J	`jnl`	Manifold Contrastive Learning with Variational Lie Group Operators. CoRR Kion Fallah, Alec Helbling, Kyle A. Johnsen, Christopher J. Rozell
2023	J	`jnl`	ManimML: Communicating Machine Learning Architectures with Animation. CoRR Alec Helbling, Duen Horng Chau
2023	J	`jnl`	ObjectComposer: Consistent Generation of Multiple Objects Without Fine-tuning. CoRR Alec Helbling, Evan Montoya, Duen Horng Chau
2023	J	`jnl`	PrefGen: Preference Guided Image Generation with Relative Attributes. CoRR Alec Helbling, Christopher J. Rozell, Matthew R. O'Shaughnessy, Kion Fallah
2022	J	`jnl`	Oracle Guided Image Synthesis with Relative Queries. CoRR Alec Helbling, Christopher John Rozell, Matthew R. O'Shaughnessy, Kion Fallah
2018	J	`jnl`	Visualizing Convolutional Neural Network Protein-Ligand Scoring. CoRR Joshua E. Hochuli, Alec Helbling, Tamar Skaist, Matthew Ragoza, David Ryan Koes