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Kai Lin

3 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

LegalAgentBench: Evaluating LLM Agents in Legal Domain

ACL 2025long

With the increasing intelligence and autonomy of LLM Agents, their potential applications in the legal domain are becoming increasingly apparent. However, existing general-domain benchmarks are unable to fully capture the complexity and subtle nuances inherent in real-world judicial cognition and de…

2025

RF Distillation Diffusion Model: An Efficient RFF Data Augmentation Method

ICASSP 2025accepted

Radio Frequency Fingerprint (RFF) based physical layer authentication technology provides enhanced security for wireless communications. However, the spatiotemporal overlap of wireless signals makes it challenging to label wireless device samples. Moreover, generative networks, such as Generative Ad…

Cited by 0SourceScholar