Meina Song
15 papers · 2019–2026 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (42) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Champion
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Grand Slam
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Century Club Β· Bronze
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Renaissance Researcher
(5)
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Prolific Year Β· Productive
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Keyword Collector
(88)
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Research topics
Artificial Intelligence
(10)
Machine Learning
(10)
Core AI
(9)
Deep Learning
(7)
Core Methods
(7)
Knowledge & Reasoning
(5)
Architectures
(5)
Representation
(5)
Natural Language Processing
(4)
Applications
(4)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Learning Paradigms
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Keywords
knowledge graph
(3)
graph neural network
(3)
temporal knowledge graph
(3)
logical form generation
(2)
link prediction
(2)
knowledge graph completion
(2)
graph classification
(1)
natural language processing
(1)
contrastive learning
(1)
relation extraction
(1)
named entity recognition
(1)
semantic parsing
(1)
emotion recognition
(1)
rule-based learning
(1)
message passing
(1)
temporal reasoning
(1)
intent detection
(1)
knowledge base
(1)
knowledge distillation
(1)
spoken language understanding
(1)
Papers
Structures Meet Semantics: Multimodal Fusion via Graph Contrastive Learning
AAAI 2026
Complex Numerical Reasoning with Numerical Semantic Pre-training Framework
EMNLP 2025
Graph Mediator Networks Bridging Local and Global Semantics via Serial Message Passing
ACML 2025
INFER: A Neural-symbolic Model For Extrapolation Reasoning on Temporal Knowledge Graph
ICLR 2025
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
ICML 2025
Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding
IJCAI 2025
TSVC: Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval
AAAI 2025
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
ACL 2024
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction
NeurIPS 2024
Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation
NeurIPS 2023
HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level
ACL 2023
Hybrid Convolution Method for Graph Classification Using Hierarchical Topology Feature
ACML 2023
TR-Rules: Rule-based Model for Link Forecasting on Temporal Knowledge Graph Considering Temporal Redundancy
EMNLP 2023
RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion
NAACL 2021
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling
ACL 2019