activity
20222026
most citedFederated PCA on Grassmann Manifold for IoT Anomaly Detection

39 citations · 44 across the 5 of their papers we have counts for

collaborators

9 papers

cs.CY2026

Controversy and Group Certainty Jointly Shape Everyday Moral Judgments

Ziyu Chen, Minjeong Shin, Tuan Dung Nguyen +6

Everyday moral life rarely resembles a trolley problem. It involves disputes about families, relationships, work, money, and care, situations in which people often encounter the ju…

cs.LG202439 cited

Federated PCA on Grassmann Manifold for IoT Anomaly Detection

Tung-Anh Nguyen, Long Tan Le, Tuan Dung Nguyen +4

With the proliferation of the Internet of Things (IoT) and the rising interconnectedness of devices, network security faces significant challenges, especially from anomalous activi…

astro-ph.IM2024

AstroMLab 1: Who Wins Astronomy Jeopardy!?

Yuan-Sen Ting, Tuan Dung Nguyen, Tirthankar Ghosal +8

We present a comprehensive evaluation of proprietary and open-weights large language models using the first astronomy-specific benchmarking dataset. This dataset comprises 4,425 mu…

astro-ph.IM2024

AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets

Ernest Perkowski, Rui Pan, Tuan Dung Nguyen +11

We explore the potential of enhancing LLM performance in astronomy-focused question-answering through targeted, continual pre-training. By employing a compact 7B-parameter LLaMA-2…

cs.LG2023

On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods

Anh Duc Nguyen, Tuan Dung Nguyen, Quang Minh Nguyen +3

This paper studies the Partial Optimal Transport (POT) problem between two unbalanced measures with at most supports and its applications in various AI tasks such as color tran…

cs.SI2023

Measuring Moral Dimensions in Social Media with Mformer

Tuan Dung Nguyen, Ziyu Chen, Nicholas George Carroll +3

The ever-growing textual records of contemporary social issues, often discussed online with moral rhetoric, present both an opportunity and a challenge for studying how moral conce…