Joohyung Lee
16 papers · 2013–2025 · 10 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Gold π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30)
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Century Club Β· Bronze
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Conference Pioneer
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Keyword Collector
(67)
Venues
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(9)
Machine Learning
(8)
Deep Learning
(6)
Learning Types Β· Machine Learning
(6)
Knowledge & Reasoning
(4)
Architectures
(4)
Reasoning
(4)
Natural Language Processing
(3)
Application Areas
(3)
Speech & Audio
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Synthesis
(2)
Keywords
answer set programming
(3)
large language model
(3)
question answering
(2)
model compression
(2)
automated reasoning
(2)
knowledge distillation
(2)
symbolic reasoning
(2)
neural network
(2)
semantic parsing
(2)
few-shot learning
(1)
neural network training
(1)
contrastive learning
(1)
knowledge representation
(1)
commonsense knowledge
(1)
attention mechanism
(1)
feature attribution
(1)
semi-supervised learning
(1)
neural network interpretability
(1)
video understanding
(1)
binary classification
(1)
Papers
LLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning About Actions
AAAI 2025
Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs
ACL 2025
Pathwise Explanation of ReLU Neural Networks
AISTATS 2024
Think Before You Simulate: Symbolic Reasoning To Orchestrate Neural Computation for Counterfactual Question Answering
WACV 2024
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text
ACL 2023
Intuitive Access to Smartphone Settings Using Relevance Model Trained by Contrastive Learning
AAAI 2023
Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention
MLHC 2023
Learning to Solve Constraint Satisfaction Problems with Recurrent Transformer
ICLR 2023
Bunched LPCNet2: Efficient Neural Vocoders Covering Devices from Cloud to Edge
Interspeech 2022
Injecting Logical Constraints into Neural Networks via Straight-Through Estimators
ICML 2022
Dual Attention in Time and Frequency Domain for Voice Activity Detection
Interspeech 2020
NeurASP: Embracing Neural Networks into Answer Set Programming
IJCAI 2020
Recognizing Social Constructs from Textual Conversation
NAACL 2015
Action Language BC: Preliminary Report
IJCAI 2013
Answer Set Programming Modulo Theories and Reasoning about Continuous Changes
IJCAI 2013
Functional Stable Model Semantics and Answer Set Programming Modulo Theories
IJCAI 2013