Duc Anh Nguyen

7 papers · 2022–2025 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) ❓ The Questioner

Venues

EMNLP (2) NAACL (2) ECCV (1) ICLR (1) ICML (1)

Top co-authors

Tung Nguyen (4) Thien Huu Nguyen (3) Linh Ngo Van (3) Gitta Kutyniok (3) Sang Dinh (2) Quang Duc Nguyen (2) Ron Levie (2) Adalbert Fono (1) Dinh Viet Sang (1) Duy-Tung Pham (1)

Research topics

Machine Learning (6) Core Methods (5) Optimization & Theory (3) Deep Learning (2) Natural Language Processing (2) Application Areas (2) Architectures (2) Applications (1) Learning Types (1) Resources & Methods (1)

Keywords

document representation (2) optimal transport (2) neural topic model (2) feature embedding (1) semantic alignment (1) sharpness-aware minimization (1) label smoothing (1) mutual information (1) topic coherence (1) spiking neural network (1) topic model (1) deep neural network (1) neural collapse (1) text embedding (1) representation alignment (1) pre-trained language model (1) flat minima (1) topic distribution (1) short text (1) network size (1)

Papers

GloCOM: A Short Text Neural Topic Model via Global Clustering Context NAACL 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 XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments EMNLP 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