Pengyu Xu
6 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
EMNLP (2)
JMLR (1)
NAACL (1)
Top co-authors
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