Xiangguo Sun
9 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Cross-Pollinator (14) π Renaissance Researcher (7) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(4)
β‘
Prolific Year
(5)
β
The Questioner
(2)
Conferences
ICML (3)
IJCAI (3)
ICLR (2)
NIPS (1)
Top co-authors
Keywords
graph neural network
(3)
graph representation
(2)
prompt learning
(2)
transfer learning
(1)
knowledge graph
(1)
graph attention network
(1)
heterogeneous graph
(1)
negative transfer
(1)
traffic flow prediction
(1)
multi-task prompting
(1)
pre-trained graph model
(1)
pre-training and fine-tuning
(1)
large language model
(1)
spatial-temporal graph
(1)
contrastive learning
(1)
graph prompt learning
(1)
multi-task learning
(1)
few-shot learning
(1)
Papers
Riding the Wave: Multi-Scale Spatial-Temporal Graph Learning for Highway Traffic Flow Prediction Under Overload Scenarios
IJCAI 2025
Graph Sparsification via Mixture of Graphs
ICLR 2025
Does Graph Prompt Work? A Data Operation Perspective with Theoretical Analysis
ICML 2025
When Do LLMs Help With Node Classification? A Comprehensive Analysis
ICML 2025
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks
ICML 2025
Protein Multimer Structure Prediction via Prompt Learning
ICLR 2024
ProG: A Graph Prompt Learning Benchmark
NIPS 2024
A Survey of Graph Meets Large Language Model: Progress and Future Directions
IJCAI 2024
All in One: Multi-task Prompting for Graph Neural Networks (Extended Abstract)
IJCAI 2024