Xinyue Hu
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Models
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
uncertainty estimation
(2)
anomaly detection
(1)
optimal transport
(1)
medical image analysis
(1)
time series forecasting
(1)
multivariate time series
(1)
latent variable model
(1)
diffusion model
(1)
disentangled representation
(1)
vision-language model
(1)
probabilistic forecasting
(1)
non-negative matrix factorization
(1)
word embedding
(1)
bilingual lexicon induction
(1)
conditional diffusion model
(1)
reinforcement fine-tuning
(1)
grounding mechanism
(1)
cross-language isomorphism
(1)
adaptive ranking
(1)
alzheimer's disease diagnosis
(1)
Papers
EMAD: Evidence-Centric Grounded Multimodal Diagnosis for Alzheimer's Disease
CVPR 2026
Enhancing Uncertainty Estimation and Interpretability with Bayesian Non-negative Decision Layer
ICLR 2025
Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting
ICLR 2024
Vague Prototype-Oriented Diffusion Model for Multi-Class Anomaly Detection
ICML 2024
RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon Induction
EMNLP 2022