23 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Posts and Telecommunications Institute of Technology6 papers
- Hanoi University of Science and TechnologyVN3 papers
- National Economics UniversityVN3 papers
- Research Institute of Posts and TelecommunicationsSK3 papers
- Ho Chi Minh City University of TechnologyVN2 papers
- Humboldt-Universität zu BerlinDE2 papers
- Phenikaa UniversityVN2 papers
- Arizona State UniversityUS1 paper
- Australian National UniversityAU1 paper
- Ben-Gurion University of the NegevIL1 paper
- Boğaziçi UniversityTR1 paper
- Brandenburg University of Technology Cottbus-SenftenbergDE1 paper
17 papers
AutoDP-LLM: Automating Data Pre-processing for Intrusion Detection Systems using Large Language Models
Bao-Phong Nguyen, Gia-Khanh Pham, Thai-Duong Do +7
The increasing complexity and scale of modern cyber-attacks demand intelligent and computationally efficient Intrusion Detection Systems (IDS). However, designing effective data pr…
A Training-Free Mixture-of-Agents Framework for Multi-Document Summarization using LLMs and Knowledge Graphs
Cuong Vuong Tuan, Trang Mai Xuan, Tien-Cuong Nguyen +2
Multi-Document Summarization (MDS) plays a critical role in distilling essential information from collections of textual data. Existing approaches often struggle to capture complex…
Toward Fine-Grained Speech Inpainting Forensics:A Dataset, Method, and Metric for Multi-Region Tampering Localization
Tung Vu, Yen Nguyen, Hai Nguyen +2
Recent advances in voice cloning and text-to-speech synthesis have made partial speech manipulation - where an adversary replaces a few words within an utterance to alter its meani…
Emotion-Aware Classroom Quality Assessment Leveraging IoT-Based Real-Time Student Monitoring
Hai Nguyen, Hieu Dao, Hung Nguyen +2
This study presents high-throughput, real-time multi-agent affective computing framework designed to enhance classroom learning through emotional state monitoring. As large classro…
Vision-Based Learning for Cyberattack Detection in Blockchain Smart Contracts and Transactions
Do Hai Son, Le Vu Hieu, Tran Viet Khoa +5
Blockchain technology has experienced rapid growth and has been widely adopted across various sectors, including healthcare, finance, and energy. However, blockchain platforms rema…
Mispronunciation Detection and Diagnosis Without Model Training: A Retrieval-Based Approach
Huu Tuong Tu, Ha Viet Khanh, Tran Tien Dat +4
Mispronunciation Detection and Diagnosis (MDD) is crucial for language learning and speech therapy. Unlike conventional methods that require scoring models or training phoneme-leve…
Multi-Level CLS Token Fusion for Contrastive Learning in Endoscopy Image Classification
Y Hop Nguyen, Doan Anh Phan Huu, Trung Thai Tran +4
We present a unified vision-language framework tailored for ENT endoscopy image analysis that simultaneously tackles three clinically-relevant tasks: image classification, image-to…
Humanity's Last Exam
Long Phan, Alice Gatti, Ziwen Han +1168
Benchmarks are important tools for tracking the rapid advancements in large language model (LLM) capabilities. However, benchmarks are not keeping pace in difficulty: LLMs now achi…
Effective Multi-Stage Training Model For Edge Computing Devices In Intrusion Detection
Thua Huynh Trong, Thanh Nguyen Hoang
Intrusion detection poses a significant challenge within expansive and persistently interconnected environments. As malicious code continues to advance and sophisticated attack met…
EfficientRec an unlimited user-item scale recommendation system based on clustering and users interaction embedding profile
Vu Hong Quan, Le Hoang Ngan, Le Minh Duc +2
Recommendation systems are highly interested in technology companies nowadays. The businesses are constantly growing users and products, causing the number of users and items to co…
Virtual Fusion with Contrastive Learning for Single Sensor-based Activity Recognition
Duc-Anh Nguyen, Cuong Pham, Nhien-An Le-Khac
Various types of sensors can be used for Human Activity Recognition (HAR), and each of them has different strengths and weaknesses. Sometimes a single sensor cannot fully observe t…
Anomaly Detection Using One-Class SVM for Logs of Juniper Router Devices
Tat-Bao-Thien Nguyen, Teh-Lu Liao, Tuan-Anh Vu
The article deals with anomaly detection of Juniper router logs. Abnormal Juniper router logs include logs that are usually different from the normal operation, and they often refl…
Survivable Free Space Optical Mesh Network using High-Altitude Platforms
Dieu Linh Truong, Xuan Vuong Dang, The Ngoc Dang
Free space optical (FSO) communication refers to the information transmission technology based on the propagation of optical signals in space. FSO communication requires that the t…
How Big Are Peoples' Computer Files? File Size Distributions Among User-managed Collections
Jesse David Dinneen, Ba Xuan Nguyen
Improving file management interfaces and optimising system performance requires current data about users' digital collections and particularly about the file size distributions of…
Survey on Aerial Radio Access Networks: Toward a Comprehensive 6G Access Infrastructure
Nhu-Ngoc Dao, Quoc-Viet Pham, Ngo Hoang Tu +4
Current network access infrastructures are characterized by heterogeneity, low latency, high throughput, and high computational capability, enabling massive concurrent connections…
Attention-based Multi-Input Deep Learning Architecture for Biological Activity Prediction: An Application in EGFR Inhibitors
Huy Ngoc Pham, Trung Hoang Le
Machine learning and deep learning have gained popularity and achieved immense success in Drug discovery in recent decades. Historically, machine learning and deep learning models…
Solving bandwidth-guaranteed routing problem using routing data
Cao Thai Phuong Thanh, Ha Hai Nam, Tran Cong Hung
This paper introduces a traffic engineering routing algorithm that aims to accept as many routing demands as possible on the condition that a certain amount of bandwidth resource i…