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Jincen Jiang (姜金岑)


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Email: jiangj@bournemouth.ac.uk


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Curriculum Vitae

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I am currently working toward the Ph.D. degree with the National Centre for Computer Animation (NCCA) at Bournemouth University , Poole, U.K. by Prof. Jian Jun Zhang and Prof. Jian Chang. Prior to that, I received the Master degree in the College of Information Engineering at Northwest A&F University by Prof. Meili Wang in 2023.

My research focuses on 3D Shape Analysis with deep learning, i.e., the representation learning of 3D point cloud for 3D object classification and segmentation. Specifically, I'm working on how to learn point cloud latent features with novel self-supervised signals. My research in the future would like to extend to 3D vision, such as 3D scenes reconstruction, human pose recognition, and other work that can apply advanced technologies to real life. Before I got into deep learning, my early works were mainly focused on Computer Graphics, including the completion of partial point clouds and the denoising of point clouds with perturbations, and these works laid the solid base for my research.

Education

National Centre for Computer Animation, Bournemouth University, Poole, UK
Computer Animation - PhD
Supervisors: Prof. Jian Jun Zhang and Prof. Jian Chang

09/2023 - present

NorthWest A&F University, Yangling, China
Computer Science - Master of Science in Engineering
Supervisor: Prof. Meili Wang

09/2020 - 06/2023

NorthWest A&F University, Yangling, China
Software Engineering - Bachelor of Engineering

09/2016 - 06/2020

University of California, Irvine, CA, USA
The Project Management Certificate Program

08/2017

Publications

* joint first author

DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning
Jincen Jiang , Lizhi Zhao , Xuequan Lu , Wei Hu , Imran Razzak , Meili Wang .
Proceedings of the AAAI Conference on Artificial Intelligence. 38, 11, 12883-12891.
[ Paper ] [ Code ] [ Poster ] [ BibTeX ]

Masked Autoencoders in 3D Point Cloud Representation Learning
Jincen Jiang , Xuequan Lu , Lizhi Zhao , Richard Dazaley , Meili Wang .
IEEE Transactions on Multimedia.
[ Paper ] [ Code ] [ BibTeX ]

Rethinking Point Cloud Filtering: A Non-Local Position Based Approach
Jinxi Wang* , Jincen Jiang* , Xuequan Lu , Meili Wang .
Computer-Aided Design, 2022, 144: 103162.
[ Paper ] [ BibTeX ]

Unsupervised Contrastive Learning with Simple Transformation for 3D Point Cloud Data
Jincen Jiang , Xuequan Lu , Wanli Ouyang , Meili Wang .
The Visual Computer, 2023, 1-18.
[ Paper ] [ BibTeX ]

Research on plant stem complement based on L1-medial skeleton extraction
Jincen Jiang , Liandui Li , Meili Wang .
Journal of Nanjing Forestry University (Natural Sciences Edition), 2022, 046-001.
[ Paper ] [ Video ] [ BibTeX ]

Honors

Personal Honors

Outstanding Graduates of Shaanxi Province

Jun. 2023

Fund from China Scholarship Council (CSC)

Jun. 2023

National Scholarship

Oct. 2022

First Class Postgraduate Scholarship of NWAFU (1st place)

Oct. 2022

Outstanding Postgraduate Student of NWAFU

Dec. 2021

First Class Postgraduate Scholarship of NWAFU (2nd place)

Oct. 2021

Merit Student of NWAFU

Oct. 2019

Competition Awards

ACM-ICPC China Invitational Contest

-- Honorable Mention, Xi'an Site

May 2018

-- Honorable Mention, Shaanxi Site

May 2017

China Collegiate Computing Contest - Digital Media Innovation Design Contest

-- First Prize, National Finals

Jan. 2021

China Collegiate Computing Contest - Python Programming

-- Second Prize, National Finals

Jan. 2022

-- First Prize, Shaanxi Province

Dec. 2021

China Collegiate Computing Contest - C++ Programming

-- Third Prize, National Finals

Jan. 2022

-- Second Prize, Shaanxi Province

Dec. 2021

China Collegiate Computing Contest - Group Programming Ladder Tournament

-- Third Prize, National Finals

Apr. 2019

-- First Prize, Shaanxi Province

Apr. 2019

-- Second Prize, National Finals

Mar. 2018

-- First Prize, Shaanxi Province

Mar. 2018

China Competition on Virtual Reality

-- First Prize, National Finals

Oct. 2021

Blue Bridge Cup National Software and Information Technology Contest - C/C++ Programming

-- Second Prize, Shaanxi Province, Graduate Group

Apr. 2021

-- Second Prize, Shaanxi Province, Undergraduate A Group

Apr. 2019

-- Second Prize, National Finals, Undergraduate A Group

May 2018

-- First Prize, Shaanxi Province, Undergraduate A Group

Apr. 2018

-- Third Prize, National Finals, Undergraduate A Group

May 2017

-- First Prize, Shaanxi Province, Undergraduate A Group

Apr. 2017

Service

I serve in international conferences and journals as a reviewer.

Advances in Neural Information Processing Systems (NeurIPS)

2024

ACM Multimedia (ACM MM)

2024

ACM Transactions on Knowledge Discovery from Data (ACM TKDD)

2023

IEEE International Symposium on Mixed and Augmented Reality (ISMAR)

2023 - 2024

Neurocomputing

2022

International Conference on Neural Information Processing (ICONIP)

2022

IEEE Robotics and Automation Letters (IEEE RA-L)

2022

Activities

I gave a talk titled in '3D Point Cloud Representation Learning with Unsupervised/self-supervised methods' at NCCA.

Oct. 2023

I was awarded the Outstanding Graduates of Shaanxi Province and was interviewed. Link

Aug. 2023

I won a National Scholarship and was interviewed. Link

Nov. 2022

I gave a talk to fresh graduate students on "How to do research" at NWAFU. Link

Oct. 2022

I gave a presentation at the "The 2nd Chinese Computer Application Conference of Forestry and Grassland" and was awarded the Outstanding Presentation. Link

Dec. 2021

I gave a talk on "How to participate in ACM and Blue Bridge Cup" at NWAFU. Link

Nov. 2018

I organized the "2018 NWAFU Programming Competition and ACM Training Team Recruiting Contest (Senior Student Group)".

Nov. 2018

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