Yinglong Xia
9 papers · 2021–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🏆 Grand Slam
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(6)
Architectures
(6)
Core Methods
(5)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Application Areas
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Foundations
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
graph neural network
(5)
node classification
(4)
fused gromov-wasserstein
(2)
representation learning
(2)
node embedding
(2)
large language model
(2)
prompt engineering
(1)
graph generation
(1)
network alignment
(1)
message passing
(1)
graph embedding
(1)
batch active learning
(1)
generative model
(1)
receptive field
(1)
poisoning attack
(1)
mixture of expert
(1)
fairness attack
(1)
residual connection
(1)
proximal point method
(1)
personalized recommendation
(1)
Papers
Deceptive Fairness Attacks on Graphs via Meta Learning
ICLR 2024
Hierarchical Multi-Marginal Optimal Transport for Network Alignment
AAAI 2024
LLM-Rec: Personalized Recommendation via Prompting Large Language Models
NAACL 2024
Mixture of Weak and Strong Experts on Graphs
ICLR 2024
RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models
NAACL 2024
Generative Graph Dictionary Learning
ICML 2023
Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning
AAAI 2022
Decoupling the Depth and Scope of Graph Neural Networks
NeurIPS 2021
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning
NeurIPS 2021