Siwen Luo
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(24)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Deep Learning
(5)
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(4)
Computer Vision
(3)
Machine Learning
(3)
Applications · Natural Language Processing
(3)
Architectures
(3)
Learning Types
(2)
Processing
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Analysis
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Keywords
multimodal learning
(4)
graph convolutional network
(3)
visual question answering
(3)
heterogeneous graph
(2)
image-text mismatch
(1)
text representation
(1)
document parsing
(1)
scene graph
(1)
document layout analysis
(1)
document classification
(1)
multimodal retrieval
(1)
knowledge graph
(1)
node classification
(1)
out-of-distribution detection
(1)
vision-language model
(1)
visual feature
(1)
commonsense reasoning
(1)
dialogue system
(1)
knowledge retrieval
(1)
semantic feature
(1)
Papers
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering
ACL 2025
Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract)
AAAI 2025
‘No’ Matters: Out-of-Distribution Detection in Multimodality Multi-Turn Interactive Dialogue Download PDF
ACL 2025
MMVQA: A Comprehensive Dataset for Investigating Multipage Multimodal Information Retrieval in PDF-based Visual Question Answering
IJCAI 2024
Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis
COLING 2022
VICTR: Visual Information Captured Text Representation for Text-to-Vision Multimodal Tasks
COLING 2020