Shan Xue
7 papers · 2014–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Optimization
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Learning Types
(1)
Keywords
graph neural network
(3)
representation learning
(1)
robust optimization
(1)
online learning
(1)
spectral clustering
(1)
anomaly detection
(1)
community detection
(1)
deep learning
(1)
mutual information
(1)
random walk kernels
(1)
graph embedding
(1)
mixed integer programming
(1)
market making
(1)
no-regret learning
(1)
option pricing
(1)
regret bound
(1)
imbalanced classification
(1)
graph convolution
(1)
neuroimaging data
(1)
dynamic resource allocation
(1)
Papers
Adaptive Market Making with Inventory Constraints via Online Learning
AAAI 2025
Distributionally-Adaptive Variational Meta Learning for Brain Graph Classification
MICCAI 2024
Graph Neural Networks for Brain Graph Learning: A Survey
IJCAI 2024
Tighter Robust Upper Bounds for Options via No-Regret Learning
AAAI 2023
Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection
NeurIPS 2022
Deep Learning for Community Detection: Progress, Challenges and Opportunities
IJCAI 2020
Dynamic Resource Allocation for Optimizing Population Diffusion
AISTATS 2014