Fangjian Lin林方坚Education
Bachelor: North China Electric Power University, 2016-2020
Baidu Research (IDL), 2020.12-2021.12 |
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Biography
I graduated from North China Electric Power University for my undergraduate degree and Xinjiang University for my master's degree (2016-2023). I have conducted research internships at Baidu Research, Shanghai AI Lab and Alibaba Group. Since June 2023, I have been working as an Algorithm Engineer at NIO.
My research interests lie in the field of autonomous driving and artificial intelligence. Specifically, I focus on: 1) autonomous driving perception tasks including OD、TSR、TLD; 2) Vision-Language Models (VLM) and their applications; 3) Retrieval-Augmented Generation (RAG) and AI Agents.
News
[07/2023] A paper submitted to ACM MM was accepted.
[04/2023] A paper submitted to IEEE TCSVT was accepted.
[03/2023] A paper submitted to IJCAI 2023 received a score of 7764.
[03/2023] Completed my master's thesis.
[02/2023] A paper submitted to IEEE ICASSP 2023 was accepted.
Publications [Google Scholar]
Reviewer for: IEEE TCSVT, ACM MM, ACCV, ICASSP.
*: Equal contributions.
2023
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UniNeXt: Exploring A Unified Architecture for Vision Recognition
Fangjian Lin, Jianlong Yuan, Sitong Wu, Fan Wang, Zhibin Wang
Proceedings of the 31th ACM International Conference on Multimedia (ACM MM), Accepted, 2023.
[arXiv] -
PRSeg: A Lightweight Patch Rotate MLP Decoder for Semantic Segmentation
Yizhe Ma*, Fangjian Lin*, Sitong Wu, Shengwei Tian, Long Yu.
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT).
[paper] -
StructToken: Rethinking semantic segmentation with structural prior
Fangjian Lin, Zhanhao Liang, Sitong Wu, Junjun He, Kai Chen, Shengwei Tian.
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT).
[paper] [arXiv] [code] -
Exploring vision transformer layer choosing for semantic segmentation
Fangjian Lin, Yizhe Ma, Shengwei Tian.
IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP), Accepted, 2023.
[arXiv] [paper]
2022
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Full-scale Selective Transformer for Semantic Segmentation
Fangjian Lin, Sitong Wu, Yizhe Ma, Shengwei Tian.
Proceedings of the Asian Conference on Computer Vision (ACCV).
[paper] [supp] -
AxWin Transformer: A Context-Aware Vision Transformer Backbone with Axial Windows
Fangjian Lin, Yizhe Ma, Sitong Wu, Long Yu, Shengwei Tian
Arxiv Tech Report, 2022.
[arXiv] -
Cross-scale sampling transformer for semantic image segmentation
Yizhe Ma, Long Yu, Fangjian Lin, Shengwei Tian
Journal of Intelligent & Fuzzy Systems, vol. 44, no. 2, pp. 2895-2907, 2023
[paper]
2021
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Fully transformer networks for semantic image segmentation
Sitong Wu*, Tianyi Wu*, Fangjian Lin*, Shengwei Tian, Guodong Guo
Arxiv Tech Report, 2021.
[arXiv]