Yuanfan Xu

Yuanfan Xu

Tsinghua University

H-index: 7

Asia-China

About Yuanfan Xu

Yuanfan Xu, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of robotics, multi-agent systems, Domain-specific Accelerator.

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

Localization matters too: How localization error affects UAV flight

UAV Swarm Planning accelerator on FPGA with low latency and fixed-point L-BFGS Quasi-Newton solver

MR-TopoMap: Multi-robot exploration based on topological map in communication restricted environment

Explore-bench: Data sets, metrics and evaluations for frontier-based and deep-reinforcement-learning-based autonomous exploration

MR-GMMapping: Communication Efficient Multi-Robot Mapping System via Gaussian Mixture Model

A Framework to Co-Optimize Robot Exploration and Task Planning in Unknown Environments

GAME: Gaussian Mixture Model Mapping and Navigation Engine on Embedded FPGA

INCAME: Interruptible CNN Accelerator for Multirobot Exploration

Yuanfan Xu Information

University

Position

___

Citations(all)

340

Citations(since 2020)

339

Cited By

10

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Tsinghua University

Google Scholar

View Google Scholar Profile

Yuanfan Xu Skills & Research Interests

robotics

multi-agent systems

Domain-specific Accelerator

Top articles of Yuanfan Xu

Title

Journal

Author(s)

Publication Date

Localization matters too: How localization error affects UAV flight

arXiv preprint arXiv:2403.01428

Suquan Zhang

Yuanfan Xu

Shu'ang Yu

Qingmin Liao

Jincheng Yu

...

2024/3/3

UAV Swarm Planning accelerator on FPGA with low latency and fixed-point L-BFGS Quasi-Newton solver

Suquan Zhang

Jincheng Yu

Yuanfan Xu

Yu Wang

2023/12/12

MR-TopoMap: Multi-robot exploration based on topological map in communication restricted environment

IEEE Robotics and Automation Letters

Zhaoliang Zhang

Jincheng Yu

Jiahao Tang

Yuanfan Xu

Yu Wang

2022/7/20

Explore-bench: Data sets, metrics and evaluations for frontier-based and deep-reinforcement-learning-based autonomous exploration

Yuanfan Xu

Jincheng Yu

Jiahao Tang

Jiantao Qiu

Jian Wang

...

2022/5/23

MR-GMMapping: Communication Efficient Multi-Robot Mapping System via Gaussian Mixture Model

IEEE Robotics and Automation Letters

Haolin Dong

Jincheng Yu

Yuanfan Xu

Zhilin Xu

Zhaoyang Shen

...

2022/1/25

A Framework to Co-Optimize Robot Exploration and Task Planning in Unknown Environments

IEEE Robotics and Automation Letters

Yuanfan Xu

Zhaoliang Zhang

Jincheng Yu

Yuan Shen

Yu Wang

2022/10/14

GAME: Gaussian Mixture Model Mapping and Navigation Engine on Embedded FPGA

Yuanfan Xu

Zhaoliang Zhang

Jincheng Yu

Jianfei Cao

Haolin Dong

...

2021/5/9

INCAME: Interruptible CNN Accelerator for Multirobot Exploration

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Jincheng Yu

Zhilin Xu

Shulin Zeng

Chao Yu

Jiantao Qiu

...

2021/4/9

Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems

Advances in Neural Information Processing Systems

Jiayu Chen

Yuanxin Zhang

Yuanfan Xu

Huimin Ma

Huazhong Yang

...

2021/12/6

Machine learning for electronic design automation: A survey

Guyue Huang

Jingbo Hu

Yifan He

Jialong Liu

Mingyuan Ma

...

2021/6/5

SMMR-Explore: SubMap-based Multi-Robot Exploration System with Multi-robot Multi-target Potential Field Exploration Method

Jincheng Yu

Jianming Tong

Yuanfan Xu

Zhilin Xu

Haolin Dong

...

2021/5/30

INCA: INterruptible CNN accelerator for multi-tasking in embedded robots

Jincheng Yu

Zhilin Xu

Shulin Zeng

Chao Yu

Jiantao Qiu

...

2020/7/20

See List of Professors in Yuanfan Xu University(Tsinghua University)

Co-Authors

H-index: 64
Yu Wang (汪玉)

Yu Wang (汪玉)

Tsinghua University

H-index: 61
Huazhong Yang

Huazhong Yang

Tsinghua University

H-index: 38
Yuan Shen

Yuan Shen

Tsinghua University

H-index: 14
Jincheng Yu

Jincheng Yu

Tsinghua University

academic-engine