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Hongyi Lin

Tsinghua University

Beijing, 100084

China

  • Tsinghua University

SCHOLARLY PAPERS

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Scholarly Papers (1)

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A Dynamic Prompting and Scenario Generation Method for Autonomous Driving Perception Based on Large Model Optimization

Downloads 69 (891,180)

A Dynamic Prompting and Scenario Generation Method for Autonomous Driving Perception Based on Large Model Optimization

Number of pages: 25 Posted: 02 Sep 2025
Mengjie Wang, Hongyi Lin, Song Zhang, Yang Liu and Xiaobo Qu
affiliation not provided to SSRN, Tsinghua University, affiliation not provided to SSRN, Tsinghua University and Tsinghua University
Downloads 52 (1,072,374)

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Autonomous Driving, Multimodal Large Models, Prompt Optimization, Scenario Generation, Knowledge Distillation, Model Quantization

A Dynamic Prompting and Scenario Generation Method for Autonomous Driving Perception Based on Large Model Optimization

Number of pages: 25 Posted: 02 Sep 2025
Mengjie Wang, Hongyi Lin, Song Zhang, Yang Liu and Xiaobo Qu
affiliation not provided to SSRN, Tsinghua University, affiliation not provided to SSRN, Tsinghua University and Tsinghua University
Downloads 17 (1,537,408)

Abstract:

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Autonomous Driving, Multimodal Large Models, Prompt Optimization, Scenario Generation, Knowledge Distillation, Model Quantization