百晓学者学者目录

孙翊文

助理研究员，北京大学

精选作品

期刊论文

2026

基于因果干预与动态图学习的交通事故风险预测

孙翊文，张艺驰，陈嘉骐

《智能系统学报》

2026

A scalable framework with explicit mechanism-guided modeling via relation equation for urban origin-destination estimation

Xiaojun Bi, Yongxu Tao, Yiwen Sun, Shuo Chen, Yuchen Zhang, Shenhao Wang, Yunhan Zheng

Transportation Research Part C Emerging Technologies

DOI

2021

交互门控循环单元及其在到达时间估计中的应用

孙翊文，王宇璐，傅昆，王征，张长水，周东华，叶杰平

《中国科学:信息科学》

2020

Road Network Metric Learning for Estimated Time of Arrival

Yiwen Sun, Kun Fu, Zheng Wang, Chang-Shui Zhang, Jie-Ping Ye

International Conference on Pattern Recognition

DOI

2020

Constructing Geographic and Long-term Temporal Graph for Traffic Forecasting

Yiwen Sun, Yu-Lu Wang, Kun Fu, Zheng Wang, Chang-Shui Zhang, Jie-Ping Ye

International Conference on Pattern Recognition

DOI

2020

FMA-ETA: Estimating Travel Time Entirely Based on FFN with Attention

Yiwen Sun, Yu-Lu Wang, Kun Fu, Zheng Wang, Ziang Yan, Chang-Shui Zhang, Jie-Ping Ye

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2020

Fusion Recurrent Neural Network

Yiwen Sun, Yu-Lu Wang, Kun Fu, Zheng Wang, Chang-Shui Zhang, Jie-Ping Ye

arXiv.org

预印本

2026

Reason--Imagine--Act: Closed-Loop LLM Decision Making with World Models for Autonomous Driving

Zhengqi Sun, Yiwen Sun, Bo Liu, Tailai Chen, Tianxu Guo, Jiabin Liu

arXiv (Cornell University)

DOI

2026

Retrieval-Augmented Large Language Model Decision-Making for Autonomous Driving Guided by Chinese Philosophical Wisdom

Xiaojun Bi, Xiaoyuan Ma, Yiwen Sun, Tianren Huang, Chaoran Liu, Bokai Huang, Hao Yang, Baichuan Mo

arXiv (Cornell University)

DOI

研究方向

智能交通自动驾驶智能社会治理等

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