SYSU | ASsured data Centric Learning Lab
Rigorous Science for Trustworthy Data & AI
We study the security, privacy, and reliability of AI — spanning large language models, federated learning, time series intelligence, and modern data systems — to build rigorous theory, practical algorithms, and deployable systems for trustworthy AI and industrial intelligence.
SIGNAL POSTURE
High-trust AI systems
Security, privacy, and robustness are treated as first-class engineering constraints.
LIVE RESEARCH STACK
Time series · LLM safety · FL
A compact frontier toolkit for deployable intelligence.
Signal Flow
24/7
Dynamic research streams and live updates
Trust Layer
A+
Security, privacy, and robustness first
Focus
TSI + LLM
Time series intelligence and trustworthy models
Research Focus
What We Work On
Lab at a Glance
120+
Peer-reviewed Publications
50+
Top-venue & journal papers
6+
Best Paper Awards
5+
Global Collaborations
Latest Work
Recent Publications
Join Us
We are actively recruiting PhD students, Master's students, postdocs, and undergraduate research interns. We provide hands-on mentorship, international collaboration opportunities, and a supportive team culture.