BIMSA > Mini-workshop on IdopNetwork and Its Application to AI
Mini-workshop on IdopNetwork and Its Application to AI
Since the Nobel Prize in Physics was awarded for the understanding of complex systems in 2021, complexity science has emerged as a focal subject of almost all applied disciplines. IdopNetwork has proven its power to reconstruct informative, dynamic, omnidirectional, and personalized networks from a wide spectrum of data domains and application scenarios. Its seamless integration with Prof. Yau's GLMY homology theory can shed light on the creation of a new subdiscipline – topological statistics. This subdiscipline could provide a powerful tool to characterize the hidden patterns of complex systems and also potentially facilitate the development of AI theory and applications.

To disseminate idopNetwork into a broader science community, BIMSA's Applied Statistics Team organizes a mini-workshop on the reconstruction of idopNetwork. Several seasoned statisticians will provide an overview of key statistical approaches applied to network inference. Experienced post-docs and students will give a step-by-step procedure of how an idopNetwork is recovered from messy data. Many examples will be illustrated.

This workshop will take place at A7-2, Beijing Insititute of Mathematical Sciences and Applications (BIMSA), Huairou District, Beijing.
Organizer
Rongling Wu
Speakers
Yangyang Bian ( Beijing Forestry University & BIMSA , BIMSA )
Jincan Che ( Beijing Forest University & BIMSA )
Kiranmoy Das ( BIMSA )
Ang Dong ( BIMSA )
Changjian Fa ( Beijing Forestry University & BIMSA , BIMSA )
Huiying Gong ( BIMSA )
Shailesh Lal ( BIMSA )
Zhifan Li ( BIMSA )
Wenqi Pan ( Beijing Forestry University & BIMSA , BIMSA )
Wenkui Sun ( Dalian University of Technology )
Yu Wang ( BIMSA )
Yu Wang ( BIMSA-RUC )
Jie Wu ( BIMSA )
Rongling Wu ( BIMSA , YMSC )
Shuang Wu ( BIMSA )
Shuyuan Xu ( BIMSA-UCAS )
Date
18th ~ 19th April, 2024
Location
Weekday Time Venue Online ID Password
Thursday,Friday 08:30 - 18:00 A7-201 ZOOM 3 361 038 6975 BIMSA
Schedule
Time\Date Apr 18
Thu		 Apr 19
Fri
08:30-08:40 Rong Ling Wu
08:30-09:30 Wenkui Sun
08:40-09:40 Kiranmoy Das
09:30-10:30 Yu Wang
10:00-11:00 Shailesh Lal
10:50-11:20 Zhi Fan Li
11:00-12:00 Jie Wu
11:20-11:50 Ang Dong
13:30-14:00 Jincan Che
13:30-14:30 Rong Ling Wu
14:00-14:30 Hui Ying Gong
14:30-15:00 Shuyuan Xu
14:30-15:30 Shuang Wu
15:00-15:30 Yangyang Bian
16:00-16:30 Changjian Fa
16:00-17:00 Zhi Fan Li
16:30-17:00 Wenqi Pan
17:00-17:30 Yu Wang
17:00-18:00 Ang Dong
17:30-18:00 Rong Ling Wu

*All time in this webpage refers to Beijing Time (GMT+8).

Program
    18th April, 2024

    08:30-08:40 Rongling Wu

    Open Remark

    08:40-09:40 Kiranmoy Das

    Statistics: Current Status and Future Direction

    10:00-11:00 Shailesh Lal

    AI-based Statistical Models

    11:00-12:00 Jie Wu

    GLMY Homology Theory

    13:30-14:30 Rongling Wu

    Curse of Nonlinearity: How Advanced Statistics Promotes AI

    14:30-15:30 Shuang Wu

    Data Structure for Network Reconstruction: Data fitting by the Power Law

    16:00-17:00 Zhifan Li

    A Systematic Survey on Variable Selection

    17:00-18:00 Ang Dong

    Data Structure for Network Reconstruction: Functional Clustering

    19th April, 2024

    08:30-09:30 Wenkui Sun

    Deep Learning of Quasi-dynamic ODE

    09:30-10:30 Yu Wang

    A User’s Guide of ChatGPT

    10:50-11:20 Zhifan Li

    Programing Issues for idopNetwork Reconstruction: Variable Selection

    11:20-11:50 Ang Dong

    Programing Issues for idopNetwork Reconstruction: Functional Clustering

    13:30-14:00 Jincan Che

    Applications of idopNetwork: Pharmacological Network

    14:00-14:30 Huiying Gong

    Applications of idopNetwork: Soil microbiota Network

    14:30-15:00 Shuyuan Xu

    Applications of idopNetwork: Leukemia Network

    15:00-15:30 Yangyang Bian

    Applications of idopNetwork: Haplotype Network 1

    16:00-16:30 Changjian Fa

    Applications of idopNetwork: Meihua Network

    16:30-17:00 Wenqi Pan

    Applications of idopNetwork: Haplotype Network 2

    17:00-17:30 Yu Wang

    Applications of idopNetwork: Tibet Poplar Network

    17:30-18:00 Rongling Wu

    Prospects for idopNetwork and Its Value to AI