Lijia Ma
4 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(3)
Deep Learning
(2)
Architectures
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Resources & Methods
(1)
Keywords
link sign prediction
(2)
structural balance
(2)
graph neural network
(2)
node embedding
(1)
signed graph
(1)
signed network
(1)
structural balance theory
(1)
gradient matching
(1)
overestimation bia
(1)
large language model
(1)
evolutionary reinforcement learning
(1)
distillation mutation
(1)
graph condensation
(1)
link prediction
(1)
structure balance
(1)
continuous control
(1)
bilevel optimization
(1)
Papers
STLSP: Integrating Structure and Text with Large Language Models for Link Sign Prediction of Networks
IJCAI 2025
Structure Balance and Gradient Matching-Based Signed Graph Condensation
AAAI 2025
ERL-TD: Evolutionary Reinforcement Learning Enhanced with Truncated Variance and Distillation Mutation
AAAI 2024
Partial Adversarial Domain Adaptation
ECCV 2018