Xuyang Zhao
10 papers · 2021–2026 · 9 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Silver 🗃️ Keyword Collector (56)
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Prolific Year · Productive
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Trend Setter
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Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(4)
Core Methods
(4)
Mathematics & Optimization
(3)
Learning Types
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Application Areas
(2)
Core AI
(2)
Optimization
(2)
Computer Science
(1)
Security & Privacy
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Keywords
contrastive learning
(3)
data augmentation
(2)
estimation error
(2)
self-supervised learning
(2)
representation learning
(2)
multivariate gaussian
(1)
theoretical analysis
(1)
bayesian inference
(1)
expectation maximization
(1)
multimodal learning
(1)
regularization
(1)
tensor decomposition
(1)
class imbalance
(1)
gaussian process
(1)
image inpainting
(1)
bayesian optimization
(1)
linear regression
(1)
minimax optimal
(1)
generalization bound
(1)
continual learning
(1)
Papers
AgentCDM: Enhancing Multi-Agent Collaborative Decision-Making via ACH-Inspired Structured Reasoning
AAAI 2026
Scaling Capability in Token Space: An Analysis of Large Vision Language Model
JMLR 2025
A Statistical Theory of Regularization-Based Continual Learning
ICML 2024
Exploring High-dimensional Search Space via Voronoi Graph Traversing
UAI 2024
ArCL: Enhancing Contrastive Learning with Augmentation-Robust Representations
ICLR 2023
Encrypted Databases Made Secure Yet Maintainable
OSDI 2023
The Aggregation–Heterogeneity Trade-off in Federated Learning
COLT 2023
Towards the Generalization of Contrastive Self-Supervised Learning
ICLR 2023
When Noisy Labels Meet Long Tail Dilemmas: A Representation Calibration Method
ICCV 2023
Bayesian Latent Factor Model for Higher-order Data
ACML 2021