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Gui Gui

2 accepted papers

2026

DriveFlow: Rectified Flow Adaptation for Robust 3D Object Detection in Autonomous Driving

AAAI 2026technical

In autonomous driving, vision-centric 3D object detection recognizes and localizes 3D objects from RGB images. However, due to high annotation costs and diverse outdoor scenes, training data often fails to cover all possible test scenarios, known as the out-of-distribution (OOD) issue. Training-free

Cited by 0SourcePDFScholar
2024

Scalable Federated Unlearning via Isolated and Coded Sharding

IJCAI 2024poster

Federated unlearning has emerged as a promising paradigm to erase the client-level data effect without affecting the performance of collaborative learning models. However, the federated unlearning process often introduces extensive storage overhead and consumes substantial computational resources, t…