← Authors

Joohyung Lee

16 papers · 2013–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (29) 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (12) πŸ’Ž Century Club (16) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (61)

Conferences

IJCAI (4) AAAI (2) ACL (2) INTERSPEECH (2) AISTATS (1) ICLR (1) ICML (1) MLHC (1) NAACL (1) WACV (1)

Top co-authors

Adam Ishay (5) Zhun Yang (5) Kangwook Lee (2) Sangchul Hahn (1) Dongjae Lim (1) Barry Lumpkin (1) Konstantin Osipov (1) Zaw Naung (1) Richard Scherl (1) Chiyoun Park (1)

Keywords

large language model (3) answer set programming (3) question answering (2) model compression (2) semantic parsing (2) symbolic reasoning (2) knowledge distillation (2) neural network (2) automated reasoning (2) binary classification (1) commonsense knowledge (1) knowledge representation (1) probabilistic modeling (1) multi-modal learning (1) contrastive learning (1) query embedding (1) few-shot learning (1) feature attribution (1) neural network interpretability (1) video understanding (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
Intuitive Access to Smartphone Settings Using Relevance Model Trained by Contrastive Learning AAAI 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text ACL 2023
Learning to Solve Constraint Satisfaction Problems with Recurrent Transformer ICLR 2023
Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention MLHC 2023
Injecting Logical Constraints into Neural Networks via Straight-Through Estimators ICML 2022
Bunched LPCNet2: Efficient Neural Vocoders Covering Devices from Cloud to Edge INTERSPEECH 2022
NeurASP: Embracing Neural Networks into Answer Set Programming IJCAI 2020
Dual Attention in Time and Frequency Domain for Voice Activity Detection INTERSPEECH 2020
Recognizing Social Constructs from Textual Conversation NAACL 2015
Functional Stable Model Semantics and Answer Set Programming Modulo Theories IJCAI 2013
Answer Set Programming Modulo Theories and Reasoning about Continuous Changes IJCAI 2013
Action Language BC: Preliminary Report IJCAI 2013