Jianming HU

Jianming HU

Tsinghua University

H-index: 39

Asia-China

About Jianming HU

Jianming HU, With an exceptional h-index of 39 and a recent h-index of 28 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Intelligent Transportation Systems, VII, Networked Traffic Flow Theory and Applications, Traffic Flow Prediction, Dynamic Vehicle Routing Problem.

His recent articles reflect a diverse array of research interests and contributions to the field:

Adaptive Testing Environment Generation for Connected and Automated Vehicles with Dense Reinforcement Learning

A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents

Few-shot scenario testing for autonomous vehicles based on neighborhood coverage and similarity

A Survey on Video Prediction: From Deterministic to Generative Approaches

Synthetic datasets for autonomous driving: A survey

Stackelberg Driver Model for Continual Policy Improvement in Scenario-Based Closed-Loop Autonomous Driving

(Re)2H2O: Autonomous Driving Scenario Generation via Reversely Regularized Hybrid Offline-and-Online Reinforcement Learning

An anchor-free 3D object detection method with camera and liDAR based on H23D R-CNN

Jianming HU Information

University

Position

Associate Professor of Department of Automation

Citations(all)

6311

Citations(since 2020)

3053

Cited By

9858

hIndex(all)

39

hIndex(since 2020)

28

i10Index(all)

104

i10Index(since 2020)

65

Email

University Profile Page

Tsinghua University

Google Scholar

View Google Scholar Profile

Jianming HU Skills & Research Interests

Intelligent Transportation Systems

VII

Networked Traffic Flow Theory and Applications

Traffic Flow Prediction

Dynamic Vehicle Routing Problem

Top articles of Jianming HU

Title

Journal

Author(s)

Publication Date

Adaptive Testing Environment Generation for Connected and Automated Vehicles with Dense Reinforcement Learning

arXiv preprint arXiv:2402.19275

Jingxuan Yang

Ruoxuan Bai

Haoyuan Ji

Yi Zhang

Jianming Hu

...

2024/2/29

A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents

Haoyi Niu

Jianming Hu

Guyue Zhou

Xianyuan Zhan

2024/2/7

Few-shot scenario testing for autonomous vehicles based on neighborhood coverage and similarity

arXiv preprint arXiv:2402.01795

Shu Li

Jingxuan Yang

Honglin He

Yi Zhang

Jianming Hu

...

2024/2/2

A Survey on Video Prediction: From Deterministic to Generative Approaches

arXiv preprint arXiv:2401.14718

Ruibo Ming

Zhewei Huang

Zhuoxuan Ju

Jianming Hu

Lihui Peng

...

2024/1/26

Synthetic datasets for autonomous driving: A survey

IEEE Transactions on Intelligent Vehicles

Zhihang Song

Zimin He

Xingyu Li

Qiming Ma

Ruibo Ming

...

2023/11/8

Stackelberg Driver Model for Continual Policy Improvement in Scenario-Based Closed-Loop Autonomous Driving

arXiv preprint arXiv:2309.14235

Haoyi Niu

Qimao Chen

Yingyue Li

Jianming Hu

2023/9/25

(Re)2H2O: Autonomous Driving Scenario Generation via Reversely Regularized Hybrid Offline-and-Online Reinforcement Learning

Haoyi Niu

Kun Ren

Yizhou Xu

Ziyuan Yang

Yichen Lin

...

2023/6/4

An anchor-free 3D object detection method with camera and liDAR based on H23D R-CNN

Xingyu Li

Jianming Hu

Yuang Zhang

Hantao Liu

Lihui Peng

2023/5/23

Continual Driving Policy Optimization with Closed-Loop Individualized Curricula

Haoyi Niu

Yizhou Xu

Xingjian Jiang

HU Jianming

2023/12/7

Collision Risk Prediction for Vehicles with Sensor Data Fusion through a Machine Learning Pipeline

Yongpeng Jiang

Jianming Hu

Hantao Liu

2022

A versatile and efficient reinforcement learning approach for autonomous driving

NeurIPS ML4AD Workshop

Guan Wang

Haoyi Niu

Desheng Zhu

Jianming Hu

Xianyuan Zhan

...

2022

Multi-modal Vehicle Trajectory Prediction via Attention-based Conditional Variational Autoencoder

Hao Xing

Jianming Hu

Zuo Zhang

2022/11/19

Visual-Angle Attention Predictor: A Multi-Agent Trajectory Predictor Based on Variational Auto-Encoder

Ning Gui

Tianchu Zeng

Jianming Hu

Yi Zhang

2022

Body Feature Filter for Occluded Person Re-Identification

Tianyun Fu

Jianming Hu

Xin Pei

2022

A transformer-based system for action spotting in soccer videos

He Zhu

Junwei Liang

Chengzhi Lin

Jun Zhang

Jianming Hu

2022/10/14

Real-Time Pedestrian Detection and Tracking Based on YOLOv3

Xingyu Li

Jianming Hu

Hantao Liu

Yi Zhang

2022

SoccerNet 2022 challenges results

Silvio Giancola

Anthony Cioppa

Adrien Deliège

Floriane Magera

Vladimir Somers

...

2022/10/14

A Multi-Level Eigenvalue Fusion Algorithm for 3D Multi-Object Tracking

Hantao Liu

Jianming Hu

Xingyu Li

Lihui Peng

2022

3d multi-object tracking based on radar-camera fusion

Zihao Lin

Jianming Hu

2022/10/8

Distributed cooperative decision-making method for vehicle swarms in large-scale road networks

交通运输工程学报

PEI Hua-xin

YANG Jing-xuan

HU Jian-ming

ZHANG Yi

2022/6/25

See List of Professors in Jianming HU University(Tsinghua University)