Guang-Yuan Hao
9 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (19) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π Grand Slam
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Topic Evolution
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(3)
Deep Learning
(3)
Knowledge & Reasoning
(3)
Core AI
(3)
Core Methods
(3)
Learning Types
(3)
Reasoning
(3)
Computer Vision
(2)
Application Areas
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Keywords
domain adaptation
(3)
distribution shift
(2)
discretization
(2)
adversarial learning
(1)
posterior distribution
(1)
bayesian inference
(1)
variational inference
(1)
causal discovery
(1)
style transfer
(1)
uncertainty quantification
(1)
labeling budget
(1)
bayesian framework
(1)
posterior estimation
(1)
sequence labeling
(1)
image generation
(1)
conditional independence
(1)
hierarchical taxonomy
(1)
hierarchical structure
(1)
probabilistic graphical model
(1)
active learning
(1)
Papers
BayesAgent: Bayesian Agentic Reasoning Under Uncertainty via Verbalized Probabilistic Graphical Modeling
AAAI 2026
A Conditional Independence Test in the Presence of Discretization
ICLR 2025
Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
ICML 2025
Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees
AAAI 2024
Natural Counterfactuals With Necessary Backtracking
NeurIPS 2024
Domain-Indexing Variational Bayes: Interpretable Domain Index for Domain Adaptation
ICLR 2023
Taxonomy-Structured Domain Adaptation
ICML 2023
DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling
EMNLP 2021
MIXGAN: Learning Concepts from Different Domains for Mixture Generation
IJCAI 2018