Lingyun Song
9 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Conference Pioneer
🗃️
Keyword Collector
(55)
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Core AI
(7)
Deep Learning
(5)
Core Methods
(4)
Natural Language Processing
(3)
Applications · Natural Language Processing
(3)
Architectures
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Applications · Computer Vision
(1)
Generation
(1)
Techniques
(1)
Keywords
graph neural network
(2)
graph attention network
(2)
continual learning
(1)
interactive learning
(1)
domain generalization
(1)
visual question answering
(1)
weakly supervised learning
(1)
markov decision process
(1)
social media analysis
(1)
multimodal learning
(1)
image captioning
(1)
knowledge graph question answering
(1)
visual language grounding
(1)
out-of-distribution generalization
(1)
graph attention
(1)
attention mechanism
(1)
multiple instance learning
(1)
financial time series
(1)
node clustering
(1)
catastrophic forgetting
(1)
Papers
KSS-MoE: Knowledge Space Synergy Framework in Mixture of Experts for Continual Visual Instruction Tuning
AAAI 2026
Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models
AAAI 2025
Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction
IJCAI 2025
Multi-Scale Temporal Neural Network for Stock Trend Prediction Enhanced by Temporal Hyepredge Learning
IJCAI 2025
A Robust Dual-debiasing VQA Model based on Counterfactual Causal Effect
EMNLP 2024
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
NeurIPS 2024
MMAN: Metapath Based Multi-Level Graph Attention Networks for Heterogeneous Network Embedding (Student Abstract)
AAAI 2022
Topology Imbalance and Relation Inauthenticity Aware Hierarchical Graph Attention Networks for Fake News Detection
COLING 2022
Connecting Language to Images: A Progressive Attention-Guided Network for Simultaneous Image Captioning and Language Grounding
AAAI 2019