Qiu Yuning ＱｉｕＹｕｎｉｎｇ

Researcher Number	30991145
Affiliation (Current)	2026: 国立研究開発法人理化学研究所, 革新知能統合研究センター, 基礎科学特別研究員
Affiliation (based on the past Project Information) *help	2024: 国立研究開発法人理化学研究所, 革新知能統合研究センター, 基礎科学特別研究員
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related
Keywords	Principal Investigator Deep Learning / Machine Learning / Tensor Decomposition / Tensor Recovery / Tensor Network

Adaptive Tensor Network Decomposition for Multidimensional Machine Learning Theory and ApplicationsPrincipal Investigator
- Principal Investigator
  
  Qiu Yuning
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Institute of Physical and Chemical Research

All 2025 2024

All Journal Article Presentation

[Journal Article] Balanced Unfolding Induced Tensor Nuclear Norms for High-Order Tensor Completion2025
- Author(s)
  Qiu Yuning、Zhou Guoxu、Wang Andong、Zhao Qibin、Xie Shengli
- Journal Title
  
  IEEE Transactions on Neural Networks and Learning Systems
  
  Volume: 36 Issue: 3 Pages: 4724-4737
- DOI
  10.1109/tnnls.2024.3373384
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K20849
[Journal Article] Lightweight tensorial convolutional neural network for lunar impact crater detection2024
- Author(s)
  Qiu Yuning、Liang Yi、Chen Xinqi、Zhang Zhe、Xie Shengli、Zhou Guoxu
- Journal Title
  
  Advances in Space Research
  
  Volume: 74 Issue: 1 Pages: 518-527
- DOI
  10.1016/j.asr.2024.03.028
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K20849
[Journal Article] Bayesian tensor network structure search and its application to tensor completion2024
- Author(s)
  Zeng Junhua、Zhou Guoxu、Qiu Yuning、Li Chao、Zhao Qibin
- Journal Title
  
  Neural Networks
  
  Volume: 175 Pages: 106290-106290
- DOI
  10.1016/j.neunet.2024.106290
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04249, KAKENHI-PROJECT-24K03005, KAKENHI-PROJECT-24K20849
[Presentation] Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts2024
- Author(s)
  Wang, Andong and Qiu, Yuning and Bai, Mingyuan and Jin, Zhong and Zhou, Guoxu and Zhao, Qibin
- Organizer
  Advances in Neural Information Processing Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-24K20849

1. ZHAO QIBIN

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Qiu Yuning ＱｉｕＹｕｎｉｎｇ

Research Projects

Research Products

Co-Researchers

Adaptive Tensor Network Decomposition for Multidimensional Machine Learning Theory and ApplicationsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Balanced Unfolding Induced Tensor Nuclear Norms for High-Order Tensor Completion2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Lightweight tensorial convolutional neural network for lunar impact crater detection2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Bayesian tensor network structure search and its application to tensor completion2024

Author(s)

Journal Title

DOI

Data Source

[Presentation] Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts2024

Author(s)

Organizer

Data Source

Qiu Yuning Ｑｉｕ Ｙｕｎｉｎｇ

Research Projects

Research Products

Co-Researchers

Adaptive Tensor Network Decomposition for Multidimensional Machine Learning Theory and ApplicationsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Balanced Unfolding Induced Tensor Nuclear Norms for High-Order Tensor Completion2025

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Lightweight tensorial convolutional neural network for lunar impact crater detection2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Bayesian tensor network structure search and its application to tensor completion2024

Author(s)

Journal Title

DOI

Data Source

[Presentation] Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts2024

Author(s)

Organizer

Data Source

Qiu Yuning ＱｉｕＹｕｎｉｎｇ