Jinbiao Huo

According to our database, Jinbiao Huo authored at least 7 papers between 2022 and 2026.

Collaborative distances:

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

2026

TRIP-Evaluate: An Open Multimodal Benchmark for Evaluating Large Models in Transportation.

Han Gong, Zhen Zhou, Yunyang Shi, Yan Tan, Jinbiao Huo, Qi Hong, Zhiyuan Liu

CoRR, May, 2026

2025

A Heteroscedastic Robust Bayesian Optimization Method for Solving Simulation-Based Transportation Problems.

Jinbiao Huo, Ziyuan Gu, Zhiyuan Liu, Shuaian Wang, Gilbert Laporte

Transp. Sci., 2025

The expressway network design problem for multiple urban subregions based on the macroscopic fundamental diagram.

Yunran Di, Weihua Zhang, Haotian Shi, Heng Ding, Jinbiao Huo, Bin Ran

Comput. Aided Civ. Infrastructure Eng., 2025

Advancing Simulation-Based Optimization with LLMs for Traffic Problems.

Xin Liu, Jinbiao Huo, Zhen Zhou, Zhitao Hu, Ziyuan Gu, Zhiyuan Liu

Proceedings of the 28th IEEE International Conference on Intelligent Transportation Systems, 2025

2022

Gaussian Process Regression for Transportation System Estimation and Prediction Problems: The Deformation and a Hat Kernel.

Zhiyuan Liu, Cheng Lyu, Jinbiao Huo, Shuaian Wang, Jun Cheng

IEEE Trans. Intell. Transp. Syst., 2022

Quantify the Road Link Performance and Capacity Using Deep Learning Models.

Jinbiao Huo, Xinhua Wu, Cheng Lyu, Wenbo Zhang, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., 2022

Short-Term Estimation and Prediction of Pedestrian Density in Urban Hot Spots Based on Mobile Phone Data.

Jinbiao Huo, Xiao Fu, Zhiyuan Liu, Qi Zhang

IEEE Trans. Intell. Transp. Syst., 2022