Edward Kim
12 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (39)
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Century Club Β· Bronze
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Renaissance Researcher
(6)
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(7)
Core AI
(7)
Learning Types Β· Machine Learning
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Reinforcement Learning
(3)
Applications Β· Natural Language Processing
(3)
Core Methods
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Analysis
(2)
Applications Β· Reinforcement Learning
(2)
Architectures
(2)
Learning Types Β· Deep Learning
(2)
Keywords
sparse coding
(2)
elo rating
(2)
paired comparison
(2)
language model evaluation
(2)
object detection
(2)
partially observable markov decision process
(2)
large language model
(2)
policy learning
(1)
semantic analysis
(1)
reinforcement learning
(1)
multimodal learning
(1)
information extraction
(1)
adversarial robustness
(1)
semantic representation
(1)
belief state
(1)
medical imaging
(1)
hierarchical representation
(1)
procedural generation
(1)
online planning
(1)
sequential decision making
(1)
Papers
Partially Observable Reference Policy Programming
IJCAI 2025
Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs
EMNLP 2025
Elo Uncovered: Robustness and Best Practices in Language Model Evaluation
NeurIPS 2024
RIMeshGNN: A Rotation-Invariant Graph Neural Network for Mesh Classification
WACV 2024
Elo Uncovered: Robustness and Best Practices in Language Model Evaluation
EMNLP 2023
MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples
AAAI 2023
Reference-Based POMDPs
NeurIPS 2023
Programmatic Modeling and Generation of Real-Time Strategic Soccer Environments for Reinforcement Learning
AAAI 2022
A Programmatic and Semantic Approach to Explaining and Debugging Neural Network Based Object Detectors
CVPR 2020
Modeling Biological Immunity to Adversarial Examples
CVPR 2020
The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures
ACL 2019
Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons
CVPR 2018