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Zhiying Yan

2 accepted papers

2026

SceneDirector: Bridging Explicit Geometry and Generative Priors for Unified Driving Scene Editing

ICML 2026poster

Validating autonomous driving systems requires diverse scenarios, yet real-world data collection is biased and costly. Editing existing driving logs offers a scalable solution, but simultaneously editing objects and ego-trajectory—termed unified editing—remains challenging. Current methods face an i…

Cited by 0SourceScholar
2025

DriveEditor: A Unified 3D Information-Guided Framework for Controllable Object Editing in Driving Scenes

AAAI 2025technical

Vision-centric autonomous driving systems require diverse data for robust training and evaluation, which can be augmented by manipulating object positions and appearances within existing scene captures. While recent advancements in diffusion models have shown promise in video editing, their applicat…