Fan Jia

Researcher, Megvii Technology Inc.

Joined

October 2022

Names

Fan Jia (Preferred)

Emails

****@megvii.com (Confirmed)

****@tju.edu.cn (Confirmed)

****@dexmal.com (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Researcher

Megvii Technology Inc. (megvii.com)

2022 – Present

MS student

Tianjin University (tju.edu.cn)

2019 – 2022

Undergrad student

Tianjin University (tju.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

Coauthor

Yahong Han

2019 – 2022

Expertise

Autonomous driving

2023 – Present

Multi-view 3D object detection

2022 – Present

Publications

SubjectDrive: Scaling Generative Data in Autonomous Driving via Subject Control
Binyuan Huang, Yuqing Wen, Yucheng Zhao, Yaosi Hu, Yingfei Liu, Fan Jia, Weixin Mao, Tiancai Wang, Chi Zhang, Chang Wen Chen, Zhenzhong Chen, Xiangyu Zhang
- OpenReview Archive Direct Upload
- Readers: Everyone
PADriver: Towards Personalized Autonomous Driving
Genghua Kou, Fan Jia, Weixin Mao, Yingfei Liu, Ziheng Zhang, Yucheng Zhao, Osamu Yoshie, Tiancai Wang, Ying Li, Xiangyu Zhang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Is a 3D-Tokenized LLM the Key to Reliable Autonomous Driving?
Yifan Bai, Dongming Wu, Yingfei Liu, Fan Jia, Weixin Mao, Ziheng Zhang, Yucheng Zhao, Jianbing Shen, Xing Wei, Tiancai Wang, Xiangyu Zhang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning
Dongming Wu, Jiahao Chang, Fan Jia, Yingfei Liu, Tiancai Wang, Jianbing Shen
- ICLR 2024 poster
- Readers: Everyone
Cross Modal Transformer via Coordinates Encoding for 3D Object Dectection
Junjie Yan, Yingfei Liu, Jianjian Sun, Fan Jia, Shuailin Li, Tiancai Wang, Xiangyu Zhang
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Far3D: Expanding the Horizon for Surround-view 3D Object Detection
Xiaohui Jiang, Shuailin Li, Yingfei Liu, Shihao Wang, Fan Jia, Tiancai Wang, Lijin Han, Xiangyu Zhang
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- CoRR 2023
- Readers: Everyone
The 1st-place Solution for CVPR 2023 OpenLane Topology in Autonomous Driving Challenge
Dongming Wu, Fan Jia, Jiahao Chang, Zhuoling Li, Jianjian Sun, Chunrui Han, Shuailin Li, Yingfei Liu, Zheng Ge, Tiancai Wang
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- CoRR 2023
- Readers: Everyone
TopoMLP: A Simple yet Strong Pipeline for Driving Topology Reasoning
Dongming Wu, Jiahao Chang, Fan Jia, Yingfei Liu, Tiancai Wang, Jianbing Shen
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- CoRR 2023
- Readers: Everyone
PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images
Yingfei Liu, Junjie Yan, Fan Jia, Shuailin Li, Qi Gao, Tiancai Wang, Xiangyu Zhang, Jian Sun
- 2022 (modified: 07 Nov 2022)
- CoRR 2022
- Readers: Everyone

Co-Authors

View all 31 co-authors