Juyeon Heo
9 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
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The Questioner
(2)
Venues
Top co-authors
Research topics
Keywords
adversarial robustness
(3)
neural network interpretation
(2)
feature attribution
(2)
vision transformer
(1)
embedding space
(1)
decision making
(1)
bayesian learning
(1)
weakly supervised learning
(1)
question answering
(1)
prior knowledge
(1)
function approximation
(1)
evaluation framework
(1)
error detection
(1)
model alignment
(1)
robust optimization
(1)
perturbation analysis
(1)
saliency map
(1)
local smoothness
(1)
diffusion model
(1)
adversarial learning
(1)
Papers
Do LLMs estimate uncertainty well in instruction-following?
ICLR 2025
Do LLMs ``know'' internally when they follow instructions?
ICLR 2025
LLMs on interactive feature collections with implicit dynamic decision strategy
COLING 2025
On Evaluating LLMs’ Capabilities as Functional Approximators: A Bayesian Evaluation Framework
COLING 2025
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization
ICLR 2024
Robust Explanation Constraints for Neural Networks
ICLR 2023
Towards More Robust Interpretation via Local Gradient Alignment
AAAI 2023
Use perturbations when learning from explanations
NeurIPS 2023
Fooling Neural Network Interpretations via Adversarial Model Manipulation
NeurIPS 2019