Jincen Jiang (姜金岑)
Email: jiangj@bournemouth.ac.uk
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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
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National Centre for Computer Animation,
Bournemouth University, Poole, UK
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09/2023 - present |
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NorthWest A&F University, Yangling, China
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09/2020 - 06/2023 |
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NorthWest A&F University, Yangling, China
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09/2016 - 06/2020 |
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University of California, Irvine, CA, USA
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08/2017 |
Publications
* joint first author
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Harmony Everything! Masked Autoencoders for Video Harmonization
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DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding
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DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning
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Masked Autoencoders in 3D Point Cloud Representation Learning
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Unsupervised Contrastive Learning with Simple Transformation for 3D Point Cloud Data
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Rethinking Point Cloud Filtering: A Non-Local Position Based Approach
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Research on plant stem complement based on L1-medial skeleton extraction
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Honors
Personal Honors
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Outstanding Graduates of Shaanxi Province |
Jun. 2023 |
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Fund from China Scholarship Council (CSC) |
Jun. 2023 |
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National Scholarship |
Oct. 2022 |
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First Class Postgraduate Scholarship of NWAFU (1st place) |
Oct. 2022 |
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Outstanding Postgraduate Student of NWAFU |
Dec. 2021 |
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First Class Postgraduate Scholarship of NWAFU (2nd place) |
Oct. 2021 |
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Merit Student of NWAFU |
Oct. 2019 |
Competition Awards
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ACM-ICPC China Invitational Contest |
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-- Honorable Mention, Xi'an Site |
May 2018 |
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-- Honorable Mention, Shaanxi Site |
May 2017 |
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China Collegiate Computing Contest - Digital Media Innovation Design Contest |
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-- First Prize, National Finals |
Jan. 2021 |
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China Collegiate Computing Contest - Python Programming |
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-- Second Prize, National Finals |
Jan. 2022 |
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-- First Prize, Shaanxi Province |
Dec. 2021 |
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China Collegiate Computing Contest - C++ Programming |
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-- Third Prize, National Finals |
Jan. 2022 |
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-- Second Prize, Shaanxi Province |
Dec. 2021 |
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China Collegiate Computing Contest - Group Programming Ladder Tournament |
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-- Third Prize, National Finals |
Apr. 2019 |
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-- First Prize, Shaanxi Province |
Apr. 2019 |
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-- Second Prize, National Finals |
Mar. 2018 |
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-- First Prize, Shaanxi Province |
Mar. 2018 |
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China Competition on Virtual Reality |
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-- First Prize, National Finals |
Oct. 2021 |
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Blue Bridge Cup National Software and Information Technology Contest - C/C++ Programming |
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-- Second Prize, Shaanxi Province, Graduate Group |
Apr. 2021 |
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-- Second Prize, Shaanxi Province, Undergraduate A Group |
Apr. 2019 |
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-- Second Prize, National Finals, Undergraduate A Group |
May 2018 |
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-- First Prize, Shaanxi Province, Undergraduate A Group |
Apr. 2018 |
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-- Third Prize, National Finals, Undergraduate A Group |
May 2017 |
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-- First Prize, Shaanxi Province, Undergraduate A Group |
Apr. 2017 |
Services
I serve in international conferences and journals as a reviewer.
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Advances in Neural Information Processing Systems (NeurIPS) |
2024 |
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ACM Multimedia (ACM MM) |
2024 |
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ACM Transactions on Knowledge Discovery from Data (ACM TKDD) |
2023 |
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IEEE International Symposium on Mixed and Augmented Reality (ISMAR) |
2023 - 2024 |
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Neurocomputing |
2022 |
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International Conference on Neural Information Processing (ICONIP) |
2022 |
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IEEE Robotics and Automation Letters (IEEE RA-L) |
2022 |
Activities
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I gave a talk titled in '3D Point Cloud Representation Learning with Unsupervised/self-supervised methods' at NCCA. |
Oct. 2023 |
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I was awarded the Outstanding Graduates of Shaanxi Province and was interviewed. Link |
Aug. 2023 |
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I won a National Scholarship and was interviewed. Link |
Nov. 2022 |
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I gave a talk to fresh graduate students on "How to do research" at NWAFU. Link |
Oct. 2022 |
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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 |
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I gave a talk on "How to participate in ACM and Blue Bridge Cup" at NWAFU. Link |
Nov. 2018 |
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I organized the "2018 NWAFU Programming Competition and ACM Training Team Recruiting Contest (Senior Student Group)". |
Nov. 2018 |
