1.
Research Output
Publications
Papers, preprints, and research artifacts from the RAISE group.
2026
2.
Test-Time Spectral Adaptation for Image-to-Image Multispectral Retrieval
3.
Latent-Space Prediction Error and Fuzzy Risk-Scaled Recovery for Robotic Manipulation
4.
Swin-AQI: Depth-Aware Vision Transformer with Physics-Informed Learning for Particulate Matter Estimation from Ground Imagery
5.
Distributional Program Analysis: Treating Large Language Models as Program Samplers
6.
GraphLedger: Repository-Level Vulnerability Detection via Graph-Based Compression and Assumption Validation
7.
Towards Resource-Constrained Event Extraction: A Knowledge-Augmented Framework for Overcoming Challenges in Vietnamese NLP
Dung-Cam Quang, Xuan-Bach Le, Tho Quan
8.
Examination Room Usage Optimization Via Greedy and Exact Methods: A Vietnamese University Case Study
Hieu Le, Surya Hanjaya, Trang Hoang, Xuan-Bach Le
9.
Measuring the Unmeasurable: Markov Chain Reliability for LLM Agents
10.
Uncertainty-Aware Forecasting and Inventory Optimization for ATM Cash Management in Vietnam
Huu-Thanh Phan, Xuan-Bach Le, Tho Quan
11.
The Paradigm Shift in Event Extraction: An In-Depth Overview with Large Language Models
Dung-Cam Quang, Vinh Q. Vo, Xuan-Bach Le, Tho Quan
12.
Industrial Visual Anomaly Detection in Robotics: Methods, Datasets, and Deployable System Architectures
13.
Emerging Trends and Challenges Toward LLM Agents in Static Analysis
14.
From Black-Box to Glass-Box: Explainable AI for Applied Intelligent Software Systems Across the Software Development Life Cycle
15.
SegMaFormer: A Hybrid State-Space and Transformer Model for Efficient Segmentation
16.
SBV-LawGraph: A Hybrid RAG Approach Integrating Knowledge Graph for the State Bank of Vietnam Legal Documents
Khoa Phan, Xuan-Bach Le, Tho Quan
17.
VSLIM: A Vietnamese Explicit Slot-Intent Mapping for Joint Multi-Intent Detection and Slot Filling
Phong Chung, Kha Le-Minh, Xuan-Bach Le, Tho Quan
18.
Applying Robotic Process Automation (RPA) in Education: A Platform
Thai-Minh Truong, Chien Nong Minh, Khanh Nguyen Minh, Vinh Huynh
19.
Taint-Based Code Slicing for LLMs-based Malicious NPM Package Detection
Nguyễn Đăng Khoa, Ho Gia Thang, Quang-Minh Pham, Phat T. Tran-Truong, Duc-Ly Vu
20.
POP2TIC: Performance Optimization for Privacy-Preserving Fog Computing using TEE and Intelligent Caching
Phat T. Tran-Truong, Trung D. Mai, Hà Xuân Sơn, et al.
21.
Exploring the Reasoning Depth of Small Language Models in Software Architecture: A Multidimensional Evaluation Framework Towards Software Engineering 2.0
Võ Xuân Hạ, Trần Trung Nhựt, Khang Vo, Phat T. Tran-Truong, Hà Xuân Sơn
22.
PrivacyGuard:A Hierarchical Privacy‑Preserving Framework for IoT‑Fog‑Cloud Architectures
Phat T. Tran-Truong, Trung D. Mai, et al.
23.
LiteFormer: A Lightweight Encoder‑Only Transformer for Efficient Financial Time Series Forecasting Across Global Stock Indices
Nguyen Quoc Anh, Phat T. Tran-Truong, et al.
24.
Enhancing Large Language Model Performance for Automatic Zero‑Shot Multiple‑Choice Question Answering via Single‑Token Logit Prompting
P. Q. Dang, Phat T. Tran-Truong, Duc-Ly Vu, Long S. T. Nguyen, Quynh T. N. Vo, Tho Quan
2025
1.
An Automation Framework for Business Process Evaluation
Thai-Minh Truong, Long-Phuoc Tôn
2.
An Automatic Business Process Evaluation Framework: Focusing on Quality, Flexibility, Transparency, and Exception Handling
Thai-Minh Truong, Hoang Nguyen, Hien Nguyen, Anh Nguyen
3.
TACKLE: Time-based access control and key delegation for letter of credit ecosystems
Phat T. Tran-Truong, Hà Xuân Sơn, et al.
4.
Evaluating the impact of generative AI in mathematics education: A comparative study in Vietnamese high schools
Hà Xuân Sơn, Anh Tuan Nguyen, Pratima FNU, et al.
5.
SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts
Nghiem Thanh Pham, Tung Kieu, Duc Manh Nguyen, Hà Xuân Sơn, Nghia Duong-Trung, Danh Le-Phuoc
6.
SLIE: A Secure and Lightweight Cryptosystem for Data Sharing in IoT Healthcare Services
Hà Xuân Sơn, Nguyen Quoc Anh, Phat T. Tran-Truong, Le T. Tuan, Pham T. Nghiem
7.
CI2P‑MedHFDroid: A Context‑Aware Individual Privacy Preferences Model for Medical, Health & Fitness Android Apps
Phien N. Nguyen, Phat T. Tran-Truong, et al.
8.
SecureWearTrade: A Comprehensive Blockchain‑Enabled IoT Framework for Secure Personal Data Trading from Wearable Devices
Phat T. Tran-Truong, Trung D. Mai, et al.
9.
A Systematic Review of Multi‑Factor Authentication in Digital Payment Systems: NIST Standards Alignment and Industry Implementation Analysis
Phat T. Tran-Truong, et al.
2024
1.
Money Laundering Detection Using A Transaction-Based Graph Learning Approach
Huu Huong Xuan Nguyen, Tran Khanh Dang, Phat T. Tran-Truong
2.
A Pragmatic Privacy-Preserving Deep Learning Framework Satisfying Differential Privacy
Tran Khanh Dang, Phat T. Tran-Truong
3.
Decoding the Privacy Policy Implications of Personal Data Processing: A Framework for GDPR Compliance in Business and Social Apps
Phat T. Tran-Truong, et al.
4.
Reinforcement Learning with LTL and Omega-Regular Objectives via Optimality-Preserving Translation to Average Rewards
Xuan-Bach Le, Dominik, Leon, Alexander, Luke Ong
2023
1.
Age of twin (aot): A new digital twin qualifier for 6g ecosystem
Kübra Duran, Mehmet Özdem, Trang Hoang, Trung Q. Duong, Berk Canberk
2.
Novel Methods for Improved Particle Swarm Optimization in Designing the Bandgap Reference Circuit
Trang Hoang, Thang Nguyen Quoc, Lihong Zhang, Trung Q. Duong
3.
Optimal Computation Resource Allocation in Energy-Efficient Edge IoT Systems With Deep Reinforcement Learning
James Adu Ansere, Eric Gyamfi, Yijiu Li, Hyundong Shin, Octavia A. Dobre, Trang Hoang
4.
TwinPort: 5G drone-assisted data collection with digital twin for smart seaports
Yagmur Yigit, Long D. Nguyen, Mehmet Ozdem, Omer Kemal Kinaci, Trang Hoang, Berk Canberk, Trung Q. Duong
5.
Digital transformation in engineering education: Exploring the potential of AI-assisted learning
Thanh Pham, Binh Nguyen, Hà Xuân Sơn, Thanh Nguyen Ngoc
6.
Race with the machines: Assessing the capability of generative AI in solving authentic assessments
Binh Nguyen Thanh, Diem Thi Hong Vo, Minh Nguyen Nhat, Thi Thu Tra Pham, Hieu Thai Trung, Hà Xuân Sơn
7.
SPaMeR: securing patient medical records in the cloud-a microservice and brokerless architecture approach
T. B. Nam, H. G. Khiem, Hà Xuân Sơn, et al.
8.
Applying blockchain technology for privacy preservation in android platforms
H. G. Khiem, T. B. Nam, Hà Xuân Sơn, K. V. Hong, et al.
2022
1.
A risk estimation mechanism for android apps based on hybrid analysis
Hà Xuân Sơn, Barbara Carminati, Elena Ferrari
2.
BMDD: a novel approach for IoT platform (broker-less and microservice architecture, decentralized identity, and dynamic transmission messages)
Lam Tran Thanh Nguyen, Hà Xuân Sơn, et al.
3.
A Quantum Interpretation of Separating Conjunction for Local Reasoning of Quantum Programs Based on Separation Logic
Xuan-Bach Le, Shang-Wei Lin, Sun Jun, David Sanan
Before 2022
1.
Automatic Verification of Multi-threaded Programs by Inference of Rely-Guarantee Specifications
Xuan-Bach Le, David Sanan, Sun Jun, Shang-Wei Lin
2.
A Data-Driven, Goal-Oriented Framework for Process-Focused Enterprise Re-engineering
Thai-Minh Truong, Lam-Son Lê, Elda Paja, Paolo Giorgini
3.
DeM-CoD: novel access-control-based cash on delivery mechanism for decentralized marketplace
Hà Xuân Sơn, Hai Trieu Le, Nadia Metoui, Nghia Duong-Trung
4.
Monadic Decomposability of Regular Relations
• Pablo Barceló, Chih-Duo Hong, Xuan-Bach Le, Anthony W. Lin, Reino Niskanen
5.
Logical Reasoning for Disjoint Permissions
Xuan-Bach Le, Aquinas Hobor
6.
Complexity Analysis of Tree Share Structure
Xuan-Bach Le, Aquinas Hobor, Anthony W.Lin
7.
A Certified Decision Procedure for Tree Shares
Xuan-Bach Le, Thanh-Toan Nguyen, Wei-Ngan Chin, Aquinas Hobor
8.
Re-engineering Enterprises Using Data Warehouse as a Driver and Requirements as an Enabler
Thai-Minh Truong, Lam-Son Lê, Long-Phuoc Tôn
9.
Decidability and Complexity of Tree Share Formulas
Xuan-Bach Le, Aquinas Hobor, Anthony W.Lin
10.
Towards a Formal Framework for Business Process Re-design Based on Data Mining
Thai-Minh Truong, Lam-Son Lê
11.
Proposed combination of PCA and MFCC feature extraction in speech recognition system
Trang Hoang, Tran Hoang Loc, Huynh Bui Hoang Nam
12.
A robust algorithm for detection and classification of traffic signs in video data
Thanh Bui-Minh, Ovidiu Ghita, Paul F. Whelan, Trang Hoang
13.
Decision Procedures Over Sophisticated Fractional Permissions
Xuan-Bach Le, Cristian Gherghina, Aquinas Hobor
14.
SAW parameters analysis and equivalent circuit of SAW device
Trang Hoang, MG Beghi
15.
Design and realization of SAW pressure sensor using Aluminum Nitride
16.
Environmental Evaluation of Machine-to-Machine Services: the case of Glass Waste Collection.
Trang Hoang, Alan Lelah, Fabrice Mathieux, Daniel Brissaud, Vincent Gimeno
17.
Temperature-Compensated Structure For Saw Pressure Sensor In Very High Temperature
Trang Hoang, Rey Patrice, Vaudaine Marie-Helene, Danel Jean-Sebastien, Robert Philippe, Benech Philippe