Siwen Luo
6 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(22)
Conferences
ACL (2)
COLING (2)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
multimodal learning
(4)
graph convolutional network
(3)
visual question answering
(2)
heterogeneous graph
(2)
image-text mismatch
(1)
text representation
(1)
document parsing
(1)
scene graph
(1)
document layout analysis
(1)
document classification
(1)
knowledge graph
(1)
node classification
(1)
out-of-distribution detection
(1)
visual feature
(1)
commonsense reasoning
(1)
dialogue system
(1)
knowledge retrieval
(1)
semantic feature
(1)
multimodal dialogue
(1)
visual language model
(1)
Papers
Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract)
AAAI 2025
βNoβ Matters: Out-of-Distribution Detection in Multimodality Multi-Turn Interactive Dialogue Download PDF
ACL 2025
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering
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