Guanxiong He
4 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(12)
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Research topics
Keywords
contrastive learning
(2)
image classification
(1)
ensemble learning
(1)
unsupervised clustering
(1)
time series anomaly detection
(1)
self-supervised learning
(1)
time series classification
(1)
feature space
(1)
masked autoencoder
(1)
language pretraining
(1)
patch sampling
(1)
hierarchical semantics
(1)
federated clustering
(1)
graph aggregation
(1)
structural graph
(1)
class collapse
(1)
perturbation classification
(1)
representation learning
(1)
positive-negative sampling
(1)
Papers
S2-Boost: Synergistic Semantic Boosting for Coarse-to-Fine Ensemble Learning
AAAI 2026
Towards Federated Clustering: A Client-wise Private Graph Aggregation Framework
AAAI 2026
Language Pre-training Guided Masking Representation Learning for Time Series Classification
AAAI 2025
Perturbation Guiding Contrastive Representation Learning for Time Series Anomaly Detection
IJCAI 2024