Alec Helbling

6 papers at tracked venues · 5 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×2 CHI ×1 ICLR ×1 ICML ×1 IJCAI ×1

Frequent coauthors

Duen Horng Chau

×6

Seongmin Lee

×3

Benjamin Hoover

×3

Zijie J. Wang

×3

Mansi Phute

×3

Aeree Cho

×2

Grace C. Kim

×2

Alexander Karpekov

×2

Minsuk Kahng

×2

Shengyun Peng

×2

Matthew Hull

×2

Tuna Han Salih Meral

×1

Papers

Transformer Explainer: Learning LLM Transformers with Interactive Visual Explanation and Experimentation
CHI 2026 ·
Aeree Cho
,
Grace C. Kim
,
Alexander Karpekov
,
Seongmin Lee
, Alec Helbling,
Benjamin Hoover
,
Zijie J. Wang
,
Minsuk Kahng
,
Duen Horng (Polo) Chau
ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
ICML 2025 · Alec Helbling,
Tuna Han Salih Meral
,
Benjamin Hoover
,
Pinar Yanardag
,
Duen Horng Chau
LLM Attributor: Interactive Visual Attribution for LLM Generation
AAAI 2025 ·
Seongmin Lee
,
Zijie J. Wang
,
Aishwarya Chakravarthy
, Alec Helbling,
Shengyun Peng
,
Mansi Phute
,
Duen Horng (Polo) Chau
,
Minsuk Kahng
RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering
IJCAI 2025 ·
Matthew Hull
,
Haoran Wang
,
Matthew Lau
, Alec Helbling,
Mansi Phute
,
Chao Zhang
,
Zsolt Kira
,
Willian T. Lunardi
,
Martin Andreoni
,
Wenke Lee
,
Duen Horng Chau
TRANSFORMER EXPLAINER: Interactive Learning of Text-Generative Models
AAAI 2025 ·
Aeree Cho
,
Grace C. Kim
,
Alexander Karpekov
, Alec Helbling,
Zijie J. Wang
,
Seongmin Lee
,
Benjamin Hoover
,
Duen Horng (Polo) Chau
LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked
ICLR 2024 ·
Mansi Phute
, Alec Helbling,
Matthew Hull
,
Shengyun Peng
,
Sebastian Szyller
,
Cory Cornelius
,
Duen Horng Chau