SueYeon Chung
15 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (6) π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (22)
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Hot Topic Early Bird
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Conference Polyglot
(7)
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Academic Marathon
(6)
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Topic Evolution
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Century Club
(15)
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Prolific Year
(5)
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Unstoppable
(7)
ποΈ
Keyword Collector
(53)
Conferences
NIPS (7)
ICLR (2)
ICML (2)
ACL (1)
AISTATS (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
representation learning
(3)
neural representation
(2)
representational invariance
(2)
self-supervised learning
(2)
adversarial robustness
(2)
pretrained language model
(2)
linear separability
(2)
neural network
(2)
hierarchical phrase structure
(2)
visual cortex
(1)
probing analysis
(1)
prompt engineering
(1)
model interpretability
(1)
model alignment
(1)
visual perception
(1)
speech recognition
(1)
audio processing
(1)
in-context learning
(1)
manifold learning
(1)
generalization error
(1)
Papers
Estimating the Spectral Moments of the Kernel Integral Operator from Finite Sample Matrices
AISTATS 2025
The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models
NAACL 2025
Feature Learning beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry
ICML 2025
Contrastive-Equivariant Self-Supervised Learning Improves Alignment with Primate Visual Area IT
NIPS 2024
Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations
NIPS 2023
A Spectral Theory of Neural Prediction and Alignment
NIPS 2023
Divisive Feature Normalization Improves Image Recognition Performance in AlexNet
ICLR 2022
Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models
ACL 2021
Credit Assignment Through Broadcasting a Global Error Vector
NIPS 2021
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
NIPS 2021
On the geometry of generalization and memorization in deep neural networks
ICLR 2021
Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models
IJCNLP 2021
On 1/n neural representation and robustness
NIPS 2020
Emergence of Separable Manifolds in Deep Language Representations
ICML 2020
Untangling in Invariant Speech Recognition
NIPS 2019