Academic Symposium on Random Matrix Computation and Intelligent Deep Learning
Release time：2025-10-31 Views：0次
Date: October 31 – November 2
Venue: Lecture Hall D203, School ofMathematical Sciences
Invited Speakers and Participants
Affiliations of Invited Speakers: Instituteof Mathematics and Systems Science, Chinese Academy of Sciences, etc.
Symposium Program
October 31
9:10 – 9:35: Opening Ceremony and GroupPhoto
9:35 – 10:25: Invited Talk
Speaker: Zhengda Huang
Title: On Kaczmarz-like Block IterativeMethods for Solving Large-Scale Systems of Linear Equations
10:55 – 11:45: Invited Talk
Speaker: Weiguo Li
Title: Some Kaczmarz-Type Methods forSolving Linear and Nonlinear Systems of Equations
15:00 – 15:50: Invited Talk
Speaker: Lu Wang
Title: On Convergence Analysis andEfficiency Comparison for Kaczmarz-Type Iteration Methods andCoordinate-Descent-Type Iteration Methods
16:15 – 17:40: Thematic Discussion: RandomMatrix Computation
November 1
9:10 – 10:05: Invited Talk
Speaker: Zhongzhi Bai
Title: The Wasserstein Metric Matrix andIts Computational Property
10:10 – 10:35: Invited Talk
Speaker: Qingbiao Wu
Title: A Novel Regularization Paradigmfor the Extreme Learning Machine
10:55 – 11:20: Invited Talk
Speaker: Hao Liu
Title: Randomized CUR MatrixDecomposition
11:25 – 11:50: Invited Talk
Speaker: Bingyin Zhou
Title: Fake News Classification Using CPDecomposition and Graph Convolutional Network
15:00 – 15:20: Invited Talk
Speaker: Shengzhong Song
Title: An Improved SSOR-LikePreconditioner for the Non-Hermitian-Positive Definite Linear System with aDominant Skew-Hermitian Part
15:25 – 15:45: Invited Talk
Speaker: Jing Meng
Title: Minimizing Synchronizations inIDRstab Algorithm for Distributed Parallel Computing
15:50 – 16:10: Invited Talk
Speaker: Luxin Wang
Title: Improved Modulus-Based MatrixSplitting Iteration Methods for a Class of Horizontal Implicit ComplementarityProblems
16:30 – 16:50: Invited Talk
Speaker: Xinhui Shao
Title: Two Variants of CosineDistance-Driven Accelerated Block Kaczmarz Algorithms
16:55 – 17:15: Invited Talk
Speaker: Jianhua Zhang
Title: A New Greedy Two-DimensionalExtended Gauss-Seidel Method for Least Squares Problems
17:20 – 17:40: Invited Talk
Speaker: Bo Wu
Title: A Multi-Parameter Preconditionerfor Double Saddle Point Problem Arising from Liquid Crystal Directors Modeling
November 2 (Sunday)
9:10 – 9:35: Invited Talk
Speaker: Lili Zhang
Title: A Modulus-Based Multigrid Methodfor Nonlinear Complementarity Problems with Application to Free BoundaryProblems with Nonlinear Source Terms
9:40 – 10:05: Invited Talk
Speaker: Gang Wu
Title: A Sparse Power Method withExtrapolation for the Higher-Order PageRank Problem
10:10 – 10:35: Invited Talk
Speaker: Yang Cao
Title: Eigenvalues Estimation of SaddlePoint Matrix from the Legalization Problem of Integrated Circuit Layout Design
10:55 – 11:20: Invited Talk
Speaker: Xueping Guo
Title: On the Adaptive DeterministicBlock Kaczmarz Method with Momentum for Solving Large-Scale Consistent LinearSystems
11:25 – 11:50: Invited Talk
Speaker: Lubin Cui
Title: Irregular Tensor Singular ValueDecomposition for Single-Cell Multi-Omics Data Clustering
15:00 – 16:10: Thematic Discussion: MatrixComputation and Deep Learning
16:30 – 17:40: Thematic Discussion: MatrixComputation Teaching and Student Cultivation