Tuan-Cuong Vuong
Objective
Seeking a PhD postion to further explore cutting-edge AI techniques.
Research Background
- Joint Embedding Predictive Architecture (JEPA): Designing and evaluating JEPA-based models to learn compressed, predictive representations across language, vision, and structured data
- Agentic AI & AGI: Architecting multi-agent frameworks that collaborate, adapt, and learn to solve complex tasks autonomously.
- Scalability & Security of LLMs: Quantization, self-hosting, and DevOps pipelines for private, low-latency, and cost-effective inference at scale.
Patents and Publications
Journal papers:
- Vuong Tuan-Cuong, Trang Xuan Mai, Van Luong Thien. (2025). Task-Free Mixture of Agents for Multi-Document Summarization Leveraging LLMs and Knowledge Graphs. Neural Computing and Applications (Submitted).
- Ngo Vu-Duc, Vuong Tuan-Cuong, Van Luong Thien, Tran Hung. (2023). Machine learning-based intrusion detection: feature selection versus feature extraction. Cluster Computing, pp. 1-15. Springer.
Conference papers:
- Vuong Tuan-Cuong, Cong Chi Nguyen, Pham Van-Cuong, Le Thi-Thanh-Huyen, Tran Xuan-Nam, Luong Thien Van. (2024). Effective Intrusion Detection for UAV Communications using Autoencoder-based Feature Extraction and Machine Learning Approach. Manuscript accepted for publication in 2024 International Symposium on Nonlinear Theory and Its Applications, pp. 798-804.
- Vuong Tuan-Cuong, Trang Mai Xuan, Luong Thien Van. (2024). BERT-VBD: Vietnamese Multi-Document Summarization Framework. In CITA 2024: The 13th Conference on Information Technology and its Applications, pp. 1798-1804.
- Vuong Tuan-Cuong, Tran Hung, Trang Mai Xuan, Ngo Vu-Duc, Luong Thien Van. (2022). A Comparison of Feature Selection and Feature Extraction in Network Intrusion Detection Systems. In 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp. 1798-1804.
Honors and Awards
- Nominee for Student Best Paper Awards in CITA2024
- Viet Nam Informatics Olympiad consolation prize 2023
- JASSO Scholarship for International Students in Japan
- Asia Pacific Signal and Information Processing Association Annual Summit and Conference Scholarship
Research Experience
Research Assistant - AIoT Lab - Phenikaa University
2021 - Present
- Focus on Agentic AI, self-supervised representation learning, and predictive architectures for multimodal understanding.
- Hands-on experience designing and evaluating multi-agent frameworks in the Multi Document Summarization task.
Talent Student - Exchange Student - Shibaura Institute of Technology
Dec. 2022 - Feb. 2023
- Developed a home-based IoT framework integrating wearable ECG sensors and anomaly-detection agents to detect sudden cardiac arrest in elderly residents.
Work Experience
AI Engineer - BSM Labs
2024 - Present
- Agentic RAG System for Healthcare:
- Designed and deployed a multi-agent Retrieval-Augmented Generation platform at Hanoi University of Medicine & Pharmacy Hospital for literature search and health advisory.
- Delivered 90% accuracy on hospital datasets and 4.0/5 helpfulness rating in pilot user studies.
- Enterprise Multi-Agent Collaboration Platform:
- Pilots in multiple departments improved task throughput by 200%.
- Built end-to-end workflow automation using OpenAI-agents, n8n, LangChain, LlamaIndex, and Qdrant.
Professional Memberships
- Student member of Asia-Pacific Signal and Information Processing Conference
- Reviewer, AI & Society, Springer
- Reviewer, CITA 2025 – Conference on Information Technology and its Applications
- Reviewer, KSE 2023 – International Conference on Knowledge and Systems Engineering
Publications and Projects
Please explore my website to learn more about my publications, presentations, CV, and teaching activities.