Research Areas:
Text Mining, Natural Language Processing, Machine.
Projects:
Jarvis DHL, National Gallery Chatbot.
Research Areas:
Anomaly Detection, Deep Clustering, Machine Learning
and Graph Representation Learning.
Projects:
Toward Trustable Model-centric Sharing for
Collaborative Machine Learning.
Research Areas:
CyberSecurity, Data Mining
Projects:
Empowering Vulnerability Assessment and Penetration Testing using Agentic AI
Research Areas:
Multimodal Computing, Information Retrieval
Projects:
Research Areas:
Artificial Intelligence for Science, Large Language Models, Scientific Agent, Spatial Multi-Omics, Drug Discovery
Projects:
Research Areas:
Code Generation, Multi-Agent Collaboration, Reinforcement Learning
Projects:
Research Areas:
AI Security & Data Privacy, Machine Unlearning,
Computer Vision
Projects:
Toward Trustable Model-centric Sharing for
Collaborative Machine Learning Cisco-NUS Accelerated
Digital Economy Corporate Laboratory
Research Areas:
AI Security, Binary Analysis, Log Analysis
Projects:
Agentic-VAPT: Empowering Vulnerability Assessment and Penetration Testing using Agentic AI
Research Areas:
Spatio-Temporal Data Mining, Urban Computing, Smart Cities
Projects:
Urban Intelligence Integration Framework (UI2F) for CityScan Phase 2
Research Areas:
Security, Agent, Embodied AI
Projects:
Vulnerability Assessment and Penetration Testing (VAPT)
Research Areas:
LLM Agents, Trustworthy Machine Learning
Projects:
LU-STM: Large Urban Spatial Temporal Model for Urban Planning and Governance,
Trustworthy evolution of LLM Agents
Research Areas:
LLM-Based Agents for Cybersecurity Applications, Cybersecurity
Projects:
Agentic AI for Vulnerability Assessment and Penetration TestingĀ (VAPT)
Research Areas:
Natural Language Processing, Machine Reasoning, Vision Language Models
Projects:
Gallery Chatbot, Cognitive Impairment