Pengyu Xu
6 papers · 2021–2026 · 4 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
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(5)
Deep Learning
(3)
Natural Language Processing
(3)
Applications
(3)
Learning Types · Machine Learning
(3)
Application Areas
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
multi-label classification
(3)
text classification
(2)
data augmentation
(1)
graph construction
(1)
label noise
(1)
instance selection
(1)
latent representation
(1)
disentangled representation
(1)
latent space
(1)
interpretable model
(1)
noisy label
(1)
recommendation system
(1)
feature augmentation
(1)
deep generative model
(1)
long-tailed distribution
(1)
label correlation
(1)
neural operator
(1)
heterogeneous graph
(1)
partial observation
(1)
pde solving
(1)
Papers
Learning Neural Operators from Partial Observations via Latent Autoregressive Modeling
AAAI 2026
Enhancing Multi-Label Text Classification under Label-Dependent Noise: A Label-Specific Denoising Framework
EMNLP 2024
Noisy Multi-Label Text Classification via Instance-Label Pair Correction
NAACL 2024
Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification
AAAI 2023
Mitigating Over-Generation for Unsupervised Keyphrase Extraction with Heterogeneous Centrality Detection
EMNLP 2023
Interpretable Deep Generative Recommendation Models
JMLR 2021