Mingxing Peng

15 papers A* 2Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
AgentSense: LLMs Empower Generalizable and Explainable Web-Based Participatory Urban Sensing.
WWW
Xusen Guo, Mingxing Peng, Xixuan Hao, Xingchen Zou, Qiongyan Wang, Sijie Ruan, Yuxuan Liang
2026 J jnl
Coordinated Pandemic Control with Large Language Model Agents as Policymaking Assistants.
CoRR
Ziyi Shi, Xusen Guo, Hongliang Lu, Mingxing Peng, Haotian Wang, Zheng Zhu, Zhenning Li, Yuxuan Liang, Xinhu Zheng, Hai Yang
2026 J jnl
Language-Grounded Multi-Agent Planning for Personalized and Fair Participatory Urban Sensing.
CoRR
Xusen Guo, Mingxing Peng, Hongliang Lu, Hai Yang, Jun Ma, Yuxuan Liang
2025 J jnl
AgentSense: LLMs Empower Generalizable and Explainable Web-Based Participatory Urban Sensing.
CoRR
Xusen Guo, Mingxing Peng, Xixuan Hao, Xingchen Zou, Qiongyan Wang, Sijie Ruan, Yuxuan Liang
2025 J jnl
Diffusion Models for Intelligent Transportation Systems: A Survey.
IEEE Trans. Intell. Transp. Syst.
Mingxing Peng, Kehua Chen, Xusen Guo, Qiming Zhang, Hui Zhong, Meixin Zhu, Hai Yang
2025 J jnl
LD-Scene: LLM-Guided Diffusion for Controllable Generation of Adversarial Safety-Critical Driving Scenarios.
CoRR
Mingxing Peng, Yuting Xie, Xusen Guo, Ruoyu Yao, Hai Yang, Jun Ma
2025 — conf
Safety-Critical Traffic Simulation with Guided Latent Diffusion Model.
ITSC
Mingxing Peng, Ruoyu Yao, Xusen Guo, Yuting Xie, Xianda Chen, Jun Ma
2025 J jnl
Safety-Critical Traffic Simulation with Guided Latent Diffusion Model.
CoRR
Mingxing Peng, Ruoyu Yao, Xusen Guo, Yuting Xie, Xianda Chen, Jun Ma
2025 J jnl
nuPlan-R: A Closed-Loop Planning Benchmark for Autonomous Driving via Reactive Multi-Agent Simulation.
CoRR
Mingxing Peng, Ruoyu Yao, Xusen Guo, Jun Ma
2024 J jnl
Automating Traffic Model Enhancement with AI Research Agent.
CoRR
Xusen Guo, Xinxi Yang, Mingxing Peng, Hongliang Lu, Meixin Zhu, Hai Yang
2024 J jnl
Diffusion Models for Intelligent Transportation Systems: A Survey.
CoRR
Mingxing Peng, Kehua Chen, Xusen Guo, Qiming Zhang, Hongliang Lu, Hui Zhong, Di Chen, Meixin Zhu, Hai Yang
2024 J jnl
GenFollower: Enhancing Car-Following Prediction with Large Language Models.
CoRR
Xianda Chen, Mingxing Peng, PakHin Tiu, Yuanfei Wu, Junjie Chen, Meixin Zhu, Xinhu Zheng
2024 J jnl
LC-LLM: Explainable Lane-Change Intention and Trajectory Predictions with Large Language Models.
CoRR
Mingxing Peng, Xusen Guo, Xianda Chen, Meixin Zhu, Kehua Chen, Hao Yang, Xuesong Wang, Yinhai Wang
2024 J jnl
Towards Responsible and Reliable Traffic Flow Prediction with Large Language Models.
CoRR
Xusen Guo, Qiming Zhang, Junyue Jiang, Mingxing Peng, Hao Yang, Meixin Zhu
2020 A* conf
Imitative Reinforcement Learning Fusing Vision and Pure Pursuit for Self-driving.
ICRA
Mingxing Peng, Zhihao Gong, Chen Sun, Long Chen, Dongpu Cao