Trustworthy learning under drift
Making model drift diagnosable, not merely detectable — locating which causal factors moved, and repairing only those paths.
Kangwon National University · Dept. of Advanced AI Engineering
Any machine can learn. Ours know when they're wrong — and fix themselves. We build AI that explains its own decisions, wireless networks that think ahead, and security built to outlast the quantum age.
Making model drift diagnosable, not merely detectable — locating which causal factors moved, and repairing only those paths.
MAC and routing design, resource allocation, and spectrum access for dense, heterogeneous, and cognitive radio deployments.
Positioning, trajectory, and connectivity for aerial platforms acting as mobile sensors and flying relays.
Learning-driven anomaly detection, lightweight cryptography for constrained devices, and quantum-resistant consensus.
CCNL launches its new lab website at ccnlab.net.
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