Longchao Da

According to our database, Longchao Da authored at least 13 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Open-ti: open traffic intelligence with augmented language model.

Longchao Da, Kuanru Liou, Tiejin Chen, Xuesong Zhou, Xiangyong Luo, Yezhou Yang, Hua Wei

Int. J. Mach. Learn. Cybern., October, 2024

Libsignal: an open library for traffic signal control.

Hao Mei, Xiaoliang Lei, Longchao Da, Bin Shi, Hua Wei

Mach. Learn., July, 2024

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

Tiejin Chen, Prithvi Shirke, Bharatesh Chakravarthi, Arpitsinh Vaghela, Longchao Da, Duo Lu, Yezhou Yang, Hua Wei

CoRR, 2024

LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation.

Longchao Da, Tiejin Chen, Lu Cheng, Hua Wei

CoRR, 2024

Flexible Heteroscedastic Count Regression with Deep Double Poisson Networks.

Spencer Young, Porter Jenkins, Longchao Da, Jeffrey Dotson, Hua Wei

CoRR, 2024

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

Tiejin Chen, Longchao Da, Huixue Zhou, Pingzhi Li, Kaixiong Zhou, Tianlong Chen, Hua Wei

CoRR, 2024

CityFlowER: An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models.

Longchao Da, Chen Chu, Weinan Zhang, Hua Wei

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

Shaded Route Planning Using Active Segmentation and Identification of Satellite Images.

Longchao Da, Rohan Chhibba, Rushabh Jaiswal, Ariane Middel, Hua Wei

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Probabilistic Offline Policy Ranking with Approximate Bayesian Computation.

Longchao Da, Porter Jenkins, Trevor Schwantes, Jeffrey Dotson, Hua Wei

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning.

Longchao Da, Minquan Gao, Hao Mei, Hua Wei

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

LLM Powered Sim-to-real Transfer for Traffic Signal Control.

Longchao Da, Minchiuan Gao, Hao Mei, Hua Wei

CoRR, 2023

Uncertainty-Aware Grounded Action Transformation Towards Sim-to-Real Transfer for Traffic Signal Control.

Longchao Da, Hao Mei, Romir Sharma, Hua Wei

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Sim2Real Transfer for Traffic Signal Control.

Longchao Da, Hao Mei, Romir Sharma, Hua Wei

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023