Shuyin Xia
8 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (11)
π
Renaissance Researcher
(9)
π
Keyword Champion
(4)
β‘
Prolific Year
(5)
Conferences
AAAI (4)
IJCAI (3)
ICML (1)
Top co-authors
Keywords
granular-ball computing
(4)
graph coarsening
(2)
graph laplacian
(1)
anomaly detection
(1)
graph clustering
(1)
k-means clustering
(1)
quantum computing
(1)
hierarchical clustering
(1)
intent classification
(1)
causal structure learning
(1)
hierarchical representation
(1)
spectral analysis
(1)
scalable training
(1)
k-nearest neighbor
(1)
decision boundary
(1)
density-based clustering
(1)
directed acyclic graph
(1)
one-class classification
(1)
causal abstraction
(1)
sparse auto-encoder
(1)
Papers
Finding Time Series Anomalies Using Granular-Ball Vector Data Description
AAAI 2026
Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training
AAAI 2025
Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary
AAAI 2025
GBGC: Efficient and Adaptive Graph Coarsening via Granular-ball Computing
IJCAI 2025
Granular-Ball-Induced Multiple Kernel K-Means
IJCAI 2025
Efficient Quantum Approximate kNN Algorithm via Granular-Ball Computing
IJCAI 2025
Multi-Granularity Causal Structure Learning
AAAI 2024
Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation
ICML 2024