Qibin Zhao
Qibin Zhao (Ph.D.)
Title
Team Leader

Members

  • Team leader
    Qibin Zhao
  • Research scientist
    Chao Li
  • Special postdoctoral researcher
    Yuning Qiu
  • Postdoctoral researcher
    Andong Wang
  • Postdoctoral researcher
    Mingyuan Bai
  • Postdoctoral researcher
    Yicong He
  • Senior visiting scientist
    A Cichocki
  • Senior visiting scientist
    Jian-ting Cao
  • Visiting scientist
    Toshihisa Tanaka
  • Visiting scientist
    Cesar Caiafa
  • Visiting scientist
    Tatsuya Yokota
  • Visiting scientist
    Motoaki Kawanabe
  • Visiting scientist
    Jianfu Zhang
  • Visiting scientist
    Reinmar Kobler
  • International Program Associate
    Tenghui Li
  • International Program Associate
    Yichun Qiu
  • International Program Associate
    Wanqi Zhou
  • International Program Associate
    Hailin Wang
  • International Program Associate
    Dongping Zhang
  • International Program Associate
    Zhenhao Huang
  • Student trainee
    Zerui Tao
  • Student trainee
    Antoine Debouchage
  • Student trainee
    Qi Huang
  • Intern
    Haonan Huang
  • Intern
    Jinliang Xiao
  • Junior research associate
    Linfeng Sui
  • Junior research associate
    Guang Lin
  • Junior research associate
    Ducthien Nguyen
  • Part-time worker I
    Huidong Jiang
  • Part-time worker I
    Yaswitha Gujju
  • Part-time worker I
    Sujata

Introduction

Laboratory's photo

We study various tensor-based machine learning technologies, e.g., tensor decomposition, multilinear latent variable model, tensor regression and classification, tensor networks, deep tensor learning, and Bayesian tensor learning, with aim to facilitate the learning from high-order structured data or large-scale latent space. Our goal is to develop innovative, scalable and efficient tensor learning algorithms supported by theoretical principles. The novel applications in computer vision and brain data analysis will also be explored to provide new insights into tensor learning methods.

Main Research Field
Computer Science
Research Field
Engineering / Neuroscience & Behavior / Mathematics
Research Subjects
Tensor Decomposition and Tensor Networks
Bayesian Tensor Learning
Deep Tensor Learning
Laboratory Website URL
RIKEN Website URL

Introduction Video

AIP Open Seminar #1: Tensor Learning Team (PI: Qibin Zhao) thumbnails
Poster(s)

Related posts

posted on October 2, 2024 17:33Information
posted on March 26, 2024 16:17InformationAward
posted on January 23, 2024 17:40Information
posted on December 15, 2023 10:39Information
posted on September 25, 2023 20:05Information
posted on December 25, 2022 18:45Information
posted on October 6, 2022 23:01Seminar
posted on September 27, 2022 19:29Information
posted on January 29, 2021 13:48Information
posted on January 27, 2021 11:12Information
posted on July 7, 2020 15:05Information
posted on December 5, 2019 09:30Information
posted on September 11, 2019 12:00Information