Woo Suk Choi
6 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI · Artificial Intelligence
(5)
Machine Learning
(4)
Computer Vision
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Learning Types
(2)
Knowledge & Reasoning
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Keywords
question answering
(2)
scene graph
(2)
visual question answering
(1)
weakly supervised learning
(1)
semantic parsing
(1)
video understanding
(1)
visual reasoning
(1)
text-to-image generation
(1)
abstract meaning representation
(1)
semantic consistency
(1)
graph representation
(1)
knowledge base
(1)
semantic knowledge
(1)
state representation
(1)
confidence scoring
(1)
generative adversarial network
(1)
multilingual generation
(1)
pre-trained language model
(1)
multimodal reasoning
(1)
multi-hop reasoning
(1)
Papers
Hybrid State Representation for Video Procedure Planning
WACV 2026
Confidence-guided Refinement Reasoning for Zero-shot Question Answering
EMNLP 2025
Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering
ACL 2022
Language-agnostic Semantic Consistent Text-to-Image Generation
ACL 2022
Scene Graph Parsing via Abstract Meaning Representation in Pre-trained Language Models
NAACL 2022
Toward General Scene Graph: Integration of Visual Semantic Knowledge with Entity Synset Alignment
ACL 2020