Xinyu Liang
5 papers · 2023–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Speech & Audio
(2)
Core AI
(2)
Learning Types
(2)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core Methods
(1)
Generation
(1)
Synthesis
(1)
Keywords
mean opinion score
(3)
speech quality assessment
(3)
posterior distribution
(1)
maximum likelihood
(1)
probabilistic prediction
(1)
reward-based learning
(1)
deep neural network
(1)
uncertainty estimation
(1)
cholesky decomposition
(1)
margin-based loss
(1)
student-teacher learning
(1)
radiology report generation
(1)
fine-grained evaluation
(1)
subjective evaluation
(1)
speech quality
(1)
large language model
(1)
non-intrusive assessment
(1)
reward-based training
(1)
margin-based reward
(1)
variational inference
(1)
Papers
ReFINE: A Reward-Based Framework for Interpretable and Nuanced Evaluation of Radiology Report Generation
AAAI 2026
Multivariate Probabilistic Assessment of Speech Quality
Interspeech 2025
DNSMOS Pro: A Reduced-Size DNN for Probabilistic MOS of Speech
Interspeech 2024
MRScore: Evaluating Medical Report with LLM-based Reward System
MICCAI 2024
DeePMOS: Deep Posterior Mean-Opinion-Score of Speech
Interspeech 2023