Huayi Tang
12 papers · 2021–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (31) π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird π Trend Setter
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Research topics
Machine Learning
(11)
Deep Learning
(8)
Core Methods
(6)
Learning Types Β· Machine Learning
(6)
Learning Types Β· Deep Learning
(5)
Optimization & Theory
(5)
Application Areas
(3)
Artificial Intelligence
(2)
Architectures
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Core AI
(1)
Domain-Specific
(1)
Generation
(1)
Keywords
multi-view clustering
(4)
generalization bound
(3)
representation learning
(2)
information theory
(2)
mutual information
(2)
transductive learning
(2)
semi-supervised learning
(1)
self-supervised learning
(1)
contrastive learning
(1)
feature selection
(1)
risk minimization
(1)
in-context learning
(1)
fourier analysis
(1)
object tracking
(1)
unsupervised clustering
(1)
class imbalance
(1)
efficient computing
(1)
neural network optimization
(1)
deep learning
(1)
feature learning
(1)
Papers
Position: Spectral GNNs Rely Less on Graph Fourier Basis than Conceived
ICML 2025
Towards Auto-Regressive Next-Token Prediction: In-context Learning Emerges from Generalization
ICLR 2025
Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual Tracking
AAAI 2025
Understanding Model Ensemble in Transferable Adversarial Attack
ICML 2025
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications
JMLR 2024
Perfect Alignment May be Poisonous to Graph Contrastive Learning
ICML 2024
Decouple then Combine: A Simple and Effective Framework for Fraud Transaction Detection
ACML 2023
Towards Understanding Generalization of Graph Neural Networks
ICML 2023
Deep Safe Incomplete Multi-view Clustering: Theorem and Algorithm
ICML 2022
Deep Safe Multi-View Clustering: Reducing the Risk of Clustering Performance Degradation Caused by View Increase
CVPR 2022
Multi-Level Feature Learning for Contrastive Multi-View Clustering
CVPR 2022
Multi-VAE: Learning Disentangled View-Common and View-Peculiar Visual Representations for Multi-View Clustering
ICCV 2021