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Dusit Niyato

Nanyang Technological University

SCHOLARLY PAPERS

5

DOWNLOADS

138

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Sparse-xLSTM: A Novel LoRA-Enabled Credible Self-Evolving Hybrid Digital Twin Modeling Scheme for Complex Equipment

Number of pages: 38 Posted: 25 Nov 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Beihang University (BUAA), Nanyang Technological University, Southern University of Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and Southern University of Science and Technology - EEE Department
Downloads 44 (1,133,231)

Abstract:

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Industrial digital twin, credible self-evolution, physics-informed neural network, Low-Rank adaption.

2.

Generative Digital Twin: A Sparse-xLSTM Based Self-evolving Hybrid Modeling Approach for Complex Equipment

Number of pages: 36 Posted: 10 Feb 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Beihang University (BUAA), Nanyang Technological University, affiliation not provided to SSRN, Hong Kong Polytechnic University, affiliation not provided to SSRN, affiliation not provided to SSRN and Southern University of Science and Technology - EEE Department
Downloads 41 (1,399,036)

Abstract:

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3.

Hybrid Model of Convolutional Auto-Encoder and Ellipse Characteristic for Unsupervised High Impedance Fault Detection

Number of pages: 12 Posted: 17 Jun 2024
affiliation not provided to SSRN, University Grenoble Alpes, Nanyang Technological University and affiliation not provided to SSRN
Downloads 40 (1,183,237)

Abstract:

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High impedance fault, unsupervised learning, fault detection, PINN, phase diagram curve, auto-encoder

4.

An Agentic AI Framework with Large Language Models and Chain-of-Thought for UAV-Assisted Logistics Scheduling with Mobile Edge Computing

Number of pages: 24 Posted: 05 Jun 2026
affiliation not provided to SSRN, Nanyang Technological University, Singapore Institute of Technology, affiliation not provided to SSRN and Singapore Institute of Technology - Infocomm Technology
Downloads 9

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large language models, Generative artificial intelligence, Cloud manufacturing, Chain-of-thought, Internet of Things

5.

Delayed Backdoor Attacks: Exploring the Temporal Dimension as a New Attack Surface in Pre-Trained Models

Number of pages: 36 Posted: 01 Apr 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Singapore Management University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Nanyang Technological University and Nanyang Technological University
Downloads 4 (1,584,314)

Abstract:

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Backdoor attack, Deep Learning, Natural Language Processing, Security and Privacy