most citedCityFlowER: An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models

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cs.AI2024

SynTraC: A Synthetic Dataset for Traffic Signal Control from Traffic Monitoring Cameras

Tiejin Chen, Prithvi Shirke, Bharatesh Chakravarthi +5

This paper introduces SynTraC, the first public image-based traffic signal control dataset, aimed at bridging the gap between simulated environments and real-world traffic manageme…

cs.AI2024

Privacy-preserving Fine-tuning of Large Language Models through Flatness

Tiejin Chen, Longchao Da, Huixue Zhou +4

The privacy concerns associated with the use of Large Language Models (LLMs) have grown recently with the development of LLMs such as ChatGPT. Differential Privacy (DP) techniques…