Duc Anh Nguyen
7 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
❓
The Questioner
Conferences
EMNLP (2)
NAACL (2)
ECCV (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
optimal transport
(2)
neural topic model
(2)
document representation
(2)
sharpness-aware minimization
(1)
mutual information
(1)
topic coherence
(1)
topic model
(1)
text embedding
(1)
representation alignment
(1)
flat minima
(1)
pretrained language model
(1)
topic distribution
(1)
short text
(1)
global clustering
(1)
contrastive learning
(1)
cross-lingual topic modeling
(1)
topic modeling
(1)
semantic alignment
(1)
Papers
GloCOM: A Short Text Neural Topic Model via Global Clustering Context
NAACL 2025
XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments
EMNLP 2025
Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations
NAACL 2025
Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time
ICML 2025
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization
EMNLP 2024
Memorization-Dilation: Modeling Neural Collapse Under Noise
ICLR 2023
Cartoon Explanations of Image Classifiers
ECCV 2022