Lingbing Guo
16 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🏆 Grand Slam
🧬
Topic Evolution
🤝
Dynamic Duo
(13)
🗃️
Keyword Collector
(66)
🔥
Unstoppable · Bronze
❓
The Questioner
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(10)
Machine Learning
(10)
Core AI
(7)
Deep Learning
(6)
Core Methods
(6)
Architectures
(5)
Knowledge & Reasoning
(4)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Representation
(4)
Learning Paradigms
(3)
Resources & Methods
(3)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Reinforcement Learning
(1)
Keywords
entity alignment
(7)
knowledge graph embedding
(4)
knowledge graph completion
(3)
large language model
(3)
knowledge graph
(3)
contrastive learning
(2)
transformer architecture
(2)
mutual information
(2)
multimodal learning
(2)
multi-modal knowledge graph completion
(2)
representation learning
(2)
question answering
(1)
embedding space
(1)
prompt engineering
(1)
knowledge distillation
(1)
knowledge transfer
(1)
domain adaptation
(1)
attention mechanism
(1)
graph embedding
(1)
sequential decision making
(1)
Papers
Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations
ACL 2026
rMMEA: Robust Multi-Modal Entity Alignment with Missing and Noise Visual Modality
AAAI 2026
Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
ACL 2025
K-ON: Stacking Knowledge on the Head Layer of Large Language Model
AAAI 2025
Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
ICLR 2025
Noise-powered Multi-modal Knowledge Graph Representation Framework
COLING 2025
Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation
AAAI 2025
DET: A Dual-Encoding Transformer for Relational Graph Embedding
COLING 2024
Domain-Agnostic Molecular Generation with Chemical Feedback
ICLR 2024
MKGL: Mastery of a Three-Word Language
NeurIPS 2024
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
ICLR 2024
Newton–Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems
NeurIPS 2023
Deep Reinforcement Learning for Entity Alignment
ACL 2022
Understanding and Improving Knowledge Graph Embedding for Entity Alignment
ICML 2022
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs
ICML 2019
Multi-view Knowledge Graph Embedding for Entity Alignment
IJCAI 2019