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  • 2023-07-10 [Monday]
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  • 2023-07-13 [Thursday]
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  • Conference Building Auditorium
  • Hall, No. 9 Building
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  • Meeting Room No.5
  • Meeting Room No.10
  • Meeting Room No.11
  • Meeting Room No.12
  • Meeting Room No.13
  • Meeting Room No.15
  • Meeting Room No.16
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  • Summer Garden

2023-07-10 Monday

Hall, No. 9 Building (UTC+8) 2023-07-10 Local Time

14:00-21:00 (UTC+8) 14:00-21:00 Local Time | Registration

Meeting Room No.3 (UTC+8) 2023-07-10 Local Time

14:00-17:30 (UTC+8) 14:00-17:30 Local Time | Workshop for Huawei's Technical Challenge

2023-07-11 Tuesday

Conference Building Auditorium (UTC+8) 2023-07-11 Local Time

08:30-09:00 (UTC+8) 08:30-09:00 Local Time | Opening Ceremony
09:00-09:50 (UTC+8) 09:00-09:50 Local Time | Plenary Talk 1
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 09:00-09:50 09:00-09:50 Plenary Talk

如何学习学习方法论? ——兼论大模型的本质

Zongben Xu
09:50-10:40 (UTC+8) 09:50-10:40 Local Time | Plenary Talk 2
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 09:50-10:40 09:50-10:40 Plenary Talk

Causal inspired and robust statistical machine learning

Peter Lukas Bühlmann ETH Zurich, Seminar for Statistics
11:00-12:30 (UTC+8) 11:00-12:30 Local Time | Statistics and Data Science Forum

Meeting Room No.1 (UTC+8) 2023-07-11 Local Time

11:00-12:40 (UTC+8) 11:00-12:40 Local Time | Invited Session 1: Causal Inference and its credibility
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 11:00-11:25 11:00-11:25 Invited Talk

Convergence and Implicit Regularization of Deep Learning Optimizers

Wei Chen
2 11:25-11:50 11:25-11:50 Invited Talk

Covariate adjustment in multi-armed, possibly factorial experiments

Peng Ding University of California Berkeley
3 11:50-12:15 11:50-12:15 Invited Talk

An instrumental variable method for point processes

Zhichao Jiang
4 12:15-12:40 12:15-12:40 Invited Talk

Introducing the specificity score: a measure of causality beyond P value

Wang Miao
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session 8: Inference and Optimization in High-dimension Statistical Learning
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

Privacy preserving decentralized learning

Lingchen Kong
2 14:25-14:50 14:25-14:50 Invited Talk

Huber Principal Component Analysis for Large-dimensional Factor Models

Yong He Shanong University
3 14:50-15:15 14:50-15:15 Invited Talk

Score function-based tests for ultrahigh-dimensional linear models

Xu Guo
4 15:15-15:40 15:15-15:40 Invited Talk

Model-free screening procedure for ultrahigh-dimensional survival data based on Hilbert-Schmidt independence criterion

Jing Zhang
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session 15: Recent advance in statistical inference on high-dimensional data and applications
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

Mapping the Marginalized Groups with Presence-Only Data

Le Bao Penn State University
2 16:25-16:50 16:25-16:50 Invited Talk

Lagrangian Inference for Ranking Problems

Xingyuan Fang Duke University
3 16:50-17:15 16:50-17:15 Invited Talk

Multiple-Splitting Projection Test for High-Dimensional Mean Vectors

Xiufan Yu University of Notre Dame
4 17:15-17:40 17:15-17:40 Invited Talk

Model-Free Conditional Feature Screening with FDR Control

Runze Li Pennsylvania State University

Meeting Room No.2 (UTC+8) 2023-07-11 Local Time

11:00-12:40 (UTC+8) 11:00-12:40 Local Time | Invited Session 2: High-dimensional nonparametric statistical inferences
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 11:00-11:25 11:00-11:25 Invited Talk

From sparse to dense functional data in high dimensions: revisiting phase transitions from a non-asymptotic perspective

Xinghao Qiao
2 11:25-11:50 11:25-11:50 Invited Talk

Statistical Learning and Matching Markets

Wenxin Zhou University of Illinois Chicago
3 11:50-12:15 11:50-12:15 Invited Talk

A New Perspective on Empirical Likelihood-Based Inference for Nonparametric Regression: Robust Bias Correction and Wilks Phenomenon

Shaojun Guo Renmin University of China
4 12:15-12:40 12:15-12:40 Invited Talk

Combining Mendelian randomization and network deconvolution for inference of causal networks with GWAS summary data

Wei Pan University of Minnesota
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session 9: Statistical Inference for Functional/Longitudinal Data
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

Individualized online policy optimization for functional data

Shujie Ma University of California, Riverside
2 14:25-14:50 14:25-14:50 Invited Talk

Exponential-Family Principal Component Analysis of Two-Dimensional Functional Data with Serial Correlation

Kejun He
3 14:50-15:15 14:50-15:15 Invited Talk

Testing Linearity In Semi-Functional Partially Linear Regression Models

Yongzhen Feng
4 15:15-15:40 15:15-15:40 Invited Talk

Estimation and inference of change points in locally stationary functional time series

Weichi Wu
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Sessionn 16: Large dimensional random matrix and its applications
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

Limiting distributions for eigenvalues of sample correlation matrices from heavy-tailed populations

Jianfeng Yao
2 16:25-16:50 16:25-16:50 Invited Talk

Asymptotics of the spiked eigenvalues of large signal plus noise matrices

Guangming Pan Nanyang Technological University
3 16:50-17:15 16:50-17:15 Invited Talk

Sampling without replacement from a high dimensional finite population

Jiang Hu
4 17:15-17:40 17:15-17:40 Invited Talk

Clustering high-dimensional data: a mean-covariance-based apOn the asymptotic properties of the centerd and noncentered large dimensional signal-plus-noise models with their applications.proach

YIMING LIU

Meeting Room No.3 (UTC+8) 2023-07-11 Local Time

10:30-12:40 (UTC+8) 10:30-12:40 Local Time | Invited Session 3: Sufficient dimension reduction and deep learning
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:55 10:30-10:55 Invited Talk

Sliced Inverse Regression with large structural dimension

Qian Lin
2 10:55-11:20 10:55-11:20 Invited Talk

A Unified Generalization of Inverse Regression Via Adaptive Column Selection

Wei Luo
3 11:20-11:45 11:20-11:45 Invited Talk

Factor augmented inverse regression and its application to microbiome data analysis

Tao Wang
4 11:45-12:10 11:45-12:10 Invited Talk

神经网络遇见随机森林

Zhou Yu
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session 10: Statistics for Precision Health
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

Optimal Individualized Treatment Rule For Combination Treatments Under Budget Constraints

Annie Qu University of California Irvine
2 14:25-14:50 14:25-14:50 Invited Talk

Differentially Private Data Release for Mixed-type Data via Latent Factor Models

Yanqing Zhang
3 14:50-15:15 14:50-15:15 Invited Talk

Adaptive Designs and Precision Medicine

Feifang Hu George Washington University
4 15:15-15:40 15:15-15:40 Invited Talk

Seamless Phase II/III Clinical Trials with Covariate Adaptive Randomization

HONGJIAN ZHU AbbVie Inc.
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session 17: Recent advances in statistical machine learning
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

Community detection for weighted bipartite networks

Jingli Wang
2 16:25-16:50 16:25-16:50 Invited Talk

Estimation of the number of spiked eigenvalues in a covariance matrix by bulk eigenvalue matching analysis

Tracy Ke Harvard University
3 16:50-17:15 16:50-17:15 Invited Talk

Separating the Human Touch from AI-Generated Text using Higher Criticism

Alon Kipnis Reichman University
4 17:15-17:40 17:15-17:40 Invited Talk

On PC Adjustments for High Dimensional Association Studies

Rajarshi Mukherjee Harvard University
18:30-20:30 (UTC+8) 18:30-20:30 Local Time | Bernoulli Young Researcher Reception

Meeting Room No.5 (UTC+8) 2023-07-11 Local Time

11:00-12:40 (UTC+8) 11:00-12:40 Local Time | Invited Session 4: Asymptotic theory in Probability and Statistics
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 11:00-11:25 11:00-11:25 Invited Talk

A probability approximation framework with applications

Lihu Xu
2 11:25-11:50 11:25-11:50 Invited Talk

Cramer's moderate deviations for martingales with applications

Xiequan Fan
3 11:50-12:15 11:50-12:15 Invited Talk

Cramér-type Moderate Deviation for Quadratic Forms with a Fast Rate

Songhao Liu
4 12:15-12:40 12:15-12:40 Invited Talk

Cramér-type moderate deviations for local dependent random variables

Zhuosong Zhang
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session 11: Deep Learning Related Statistical Theory
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

Deep Nonparametric Estimation: Approximation, Generalization, and Overparameterization

Yuling Jiao
2 14:25-14:50 14:25-14:50 Invited Talk

A Sequential Addressing Subsampling Method for Massive Data Analysis under Memory Constraint

Yingqiu Zhu
3 14:50-15:15 14:50-15:15 Invited Talk

Nonasymptotic theory for two-layer neural networks: Beyond the bias-variance trade-off

Wei Lin
4 15:15-15:40 15:15-15:40 Invited Talk

Grid Point Approximation for Distributed Nonparametric Smoothing and Prediction

Yuan Gao
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session 18: Complex Time Series Analysis
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

An efficient tensor regression for high-dimensional data

Guodong Li University of Hong Kong
2 16:25-16:50 16:25-16:50 Invited Talk

Dimension agnostic change point detection

Xiaofeng Shao University of Illinois at Urbana-Champaign
3 16:50-17:15 16:50-17:15 Invited Talk

A Two-Way Heterogeneity Model For Dynamic Networks

Binyan Jiang Hong Kong Polytechnic University
4 17:15-17:40 17:15-17:40 Invited Talk

Factor Modelling for Clustering High-dimensional Time Series

bo zhang

Meeting Room No.10 (UTC+8) 2023-07-11 Local Time

11:00-12:40 (UTC+8) 11:00-12:40 Local Time | Invited Session 5: Statistical Learning
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 11:00-11:25 11:00-11:25 Invited Talk

Metric Distribution Function

Xueqin Wang
2 11:25-11:50 11:25-11:50 Invited Talk

基于模拟学习方法论SLeM的元学习理论、算法与应用

Jun Shu
3 11:50-12:15 11:50-12:15 Invited Talk

Deep Over-parameterized Quantile Regression

Xingdong Feng Shanghai University of Finance and Economics
4 12:15-12:40 12:15-12:40 Invited Talk

Differentiable Neural Networks With Repu Activation: With Applications To Score Estimation And Isotonic Regression

Guohao Shen
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session 12: Semi-supervised /Other Statistical Learning
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

A general M-estimation theory in semi-supervised framework

Shanshan Song
2 14:25-14:50 14:25-14:50 Invited Talk

Semiparametric inference for quantile regression in imbalanced semi-supervised distributed system

Shuyi Zhang
3 14:50-15:15 14:50-15:15 Invited Talk

Renewable Quantile Regression with Heterogeneous Streaming Datasets

Xuerong Chen
4 15:15-15:40 15:15-15:40 Invited Talk

Deep Sufficient Representation Learning via Mutual Information". And the abstract is attached below

Siming Zheng
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session 19: Statistical methods and their applications in economics and finance
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

Are Bond Returns Predictable with Real-Time Macro Data?

Fuwei Jiang
2 16:25-16:50 16:25-16:50 Invited Talk

Control interactive fixed effects with diversified projections

Kunpeng Li
3 16:50-17:15 16:50-17:15 Invited Talk

Estimating Social Network Models with Missing Links

Xi Qu
4 17:15-17:40 17:15-17:40 Invited Talk

Estimation and Inference for Latent Group Structures with Structural Instabilities

Yucheng Sun

Meeting Room No.11 (UTC+8) 2023-07-11 Local Time

11:00-12:40 (UTC+8) 11:00-12:40 Local Time | Invited Session 6: Statistics for Social and Behavior Sciences
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 11:00-11:25 11:00-11:25 Invited Talk

Causal structural learning for improving HIV testing and treatment access

Yifan Jiang
2 11:25-11:50 11:25-11:50 Invited Talk

Learning Network Properties without Network Data -- A Correlated Network Scale-up Model

Xiaoyue Niu
3 11:50-12:15 11:50-12:15 Invited Talk

婚姻状况变化率的贝叶斯估计与预测

Junni Zhang
4 12:15-12:40 12:15-12:40 Invited Talk

Tree-Regularized Bayesian Latent Class Analysis for Improving Weakly Separated Dietary Pattern Subtyping in Small-Sized Subpopulations

Zhenke Wu University of Michigan, Ann Arbor
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session 13: Random matrix theory and its applications in big data analysis
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

Individual-centered partial information in social networks

Xiao Han
2 14:25-14:50 14:25-14:50 Invited Talk

Estimating the Number of Communities with Individual-centered Partial Information

Qing Yang
3 14:50-15:15 14:50-15:15 Invited Talk

SIMPLE-RC: Group Network Inference with Non-Sharp Nulls and Weak Signals

Fan Yang
4 15:15-15:40 15:15-15:40 Invited Talk

Spectral gap and edge universality of dense random regular graphs

Yukun He
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session 20: Recent Advances in Functional/Object Data Analysis
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

Flexible Functional Treatment Effect Estimation

Raymond K. W. Wong Texas A&M University
2 16:25-16:50 16:25-16:50 Invited Talk

Interpoint-Ranking Sign Covariance for Test of Independence

Kehui Chen University of Pittsburgh
3 16:50-17:15 16:50-17:15 Invited Talk

Causal Inference on Distribution Functions

Zhenhua Lin National University of Singapore
4 17:15-17:40 17:15-17:40 Invited Talk

Theory of functional principal components analysis for noisy and discretely observed data

Hang Zhou

Meeting Room No.12 (UTC+8) 2023-07-11 Local Time

11:00-12:40 (UTC+8) 11:00-12:40 Local Time | Invited Session 7: Statistical inference on multi-source heterogeneous data
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 11:00-11:25 11:00-11:25 Invited Talk

Estimating Heterogeneous Treatment Effect at High Quantiles for Heavy-Tailed Distributions

Yanlin Tang
2 11:25-11:50 11:25-11:50 Invited Talk

A Decorrelating and Debiasing Approach to Simultaneous Inference for High-Dimensional Confounded Models

Yinrui Sun
3 11:50-12:15 11:50-12:15 Invited Talk

Augmented two-step estimating equations with nuisance functionals and complex survey data

Puying Zhao
4 12:15-12:40 12:15-12:40 Invited Talk

Unified distributed inference for a class of problems with nonsmooth loss

Zhongyi Zhu
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session 14: Statistical Inference in Complex Data Analysis
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

Causal Mediation Analysis with a Three-Dimensional Image Mediator

Yingchun Zhou
2 14:25-14:50 14:25-14:50 Invited Talk

Robust Covariate Balancing Method in Learning Optimal Individualized Treatment Regimes

Wensheng Zhu
3 14:50-15:15 14:50-15:15 Invited Talk

An efficient tensor regression for high-dimensional data

Yingying Zhang
4 15:15-15:40 15:15-15:40 Invited Talk

Randomization-based joint central limit theorem and efficient covariate adjustment in stratified 2^K factorial experiments

Yuehan Yang
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session 21: Change-points Detection
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

Change-point detection in a high-dimensional multinomial sequence based on mutual information

Baisuo Jin
2 16:25-16:50 16:25-16:50 Invited Talk

A Generalized Knockoff Procedure for FDR Control in Structural Change Detection

Jingyuan Liu
3 16:50-17:15 16:50-17:15 Invited Talk

Computationally efficient and data-adaptive changepoint inference in high dimension

Guanghui Wang
4 17:15-17:40 17:15-17:40 Invited Talk

Two-Sample and Change-Point Inference for Non-Euclidean Valued Time Series

Feiyu Jiang

Meeting Room No.13 (UTC+8) 2023-07-11 Local Time

11:00-12:40 (UTC+8) 11:00-12:40 Local Time | Invited Session on Interdisciplinary and Applied Research 1: Statistical Analysis on Medical Data and Models
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 11:00-11:25 11:00-11:25 Invited Talk

基于眼底图像简历糖尿病视网膜病变的诊断与预测模型

Xiuhua Guo
2 11:25-11:50 11:25-11:50 Invited Talk

Estimating COVID-19 Vaccine Protection Rates via Dynamic Epidemic Models

Yuru Zhu
3 11:50-12:15 11:50-12:15 Invited Talk

Trends and characteristics of multiple births, premature births, and stillbirths in Shenzhen: A retrospective study over a decade

Wenyi Tang
4 12:15-12:40 12:15-12:40 Invited Talk

Infinite Latent Feature Models for Mixed Malaria Infections

Nianqiao Ju Purdue University
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session on Interdisciplinary and Applied Research 2:Statistical Applications in Interdisciplinary Research
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

统计大数据治理及智能化应用实践

Shengchang Xiang
2 14:25-14:50 14:25-14:50 Invited Talk

Efficient Calibration of Numerical Model Outputs

Hui Huang
3 14:50-15:15 14:50-15:15 Invited Talk

基于人类行为实验的统计交叉科学研究

Lei Shi
4 15:15-15:40 15:15-15:40 Invited Talk

去粗取精:法庭科学中的微量物证数据统计有效性鉴定

Xing Wang STAT SCHOOL,RENMIN UNIVERISTY OF CHINA
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session on Interdisciplinary and Applied Research 3:Statistical Models in Bioinformatics
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

Estimating graphical models for count data with applications to single-cell gene network

Junjie Tang
2 16:25-16:50 16:25-16:50 Invited Talk

Feature screening for clustering analysis with applications to single-cell RNA-seq data

Ruibin Xi
3 16:50-17:15 16:50-17:15 Invited Talk

Improving cross-ancestry genetic prediction by leveraging portable genetic effects

Lin Hou
4 17:15-17:40 17:15-17:40 Invited Talk

精神分裂症基于脑影像的功能网络分析:寻找TMS潜在靶点

Wei Zhao

Meeting Room No.15 (UTC+8) 2023-07-11 Local Time

11:00-12:40 (UTC+8) 11:00-12:40 Local Time | Contributed Session 1
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 11:00-11:17 11:00-11:17 Contributed Talk

由正交表构造的量子纠缠态

Shanqi Pang
2 11:17-11:34 11:17-11:34 Contributed Talk

Set Selection of the Number of Change-points with Confidence

Ao Sun
3 11:34-11:51 11:34-11:51 Contributed Talk

Change-point estimation via feedforward neural networks with theoretical guarantee

Houlin Zhou
4 11:51-12:08 11:51-12:08 Contributed Talk

A shape-based multiple segmentation algorithm for change-point detection

Dan Zhuang
5 12:08-12:24 12:08-12:24 Contributed Talk

Online network change point detection with missing values and temporal dependence

Haotian Xu Penn State University
6 12:24-12:40 12:24-12:40 Contributed Talk

A New Window-Limited CUSUM Procedure for Online Change Detection and its Data-Driven Robust Variant

Liyan Xie CUHK-Shenzhen
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Contributed Session 4
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:17 14:00-14:17 Contributed Talk

Practical operation and theoretical basis of difference-in-difference regression in science of science: The comparative trial on the scientific performance of Nobel laureates versus their coauthors

Yurui Huang
2 14:17-14:34 14:17-14:34 Contributed Talk

中国养老保障体系平衡机制:制度目标和参量调整

Qiuting Li
3 14:34-14:51 14:34-14:51 Contributed Talk

A Stochastic Jump-process Driving Dynamic Model with Application to Traffic Safety

Chen Qian Virginia Tech
4 14:51-15:08 14:51-15:08 Contributed Talk

无人驾驶汽车的市场调研

Hanqin Wu
5 15:08-15:24 15:08-15:24 Contributed Talk

绿色GDP发展战略规划

Lei Zhang
6 15:24-15:40 15:24-15:40 Contributed Talk

司法鉴定中的法庭统计学——证据评价方法与鉴定意见表述

Jiaye Xu
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Contributed Session 7
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:20 16:00-16:20 Contributed Talk

Transfer Learning for High-dimensional Quantile Regression via Convolution Smoothing

Yijiao Zhang
2 16:20-16:40 16:20-16:40 Contributed Talk

基于改进的嵌入物理的神经网络的海洋三维变量场反演

Ting Tian
3 16:40-17:00 16:40-17:00 Contributed Talk

深度学习在部分线性分位数回归模型中的应用

Qixian Zhong
4 17:00-17:20 17:00-17:20 Contributed Talk

Causal representation based on a GAE-embedded autoencoder for robust domain adaptation

Kuang Zhou

Meeting Room No.16 (UTC+8) 2023-07-11 Local Time

11:00-12:40 (UTC+8) 11:00-12:40 Local Time | Contributed Session 2
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 11:00-11:20 11:00-11:20 Contributed Talk

Iterative Least Squares Algorithm for Large-dimensional Matrix Factor Model by Random Projection

Ran Zhao
2 11:20-11:40 11:20-11:40 Contributed Talk

Necessary and sufficient conditions for the Marcenko-Pastur law for sample correlation matrices

Zhaorui Dong
3 11:40-12:00 11:40-12:00 Contributed Talk

因子分析最小误差模型及其检验与应用

Li Shi
4 12:00-12:20 12:00-12:20 Contributed Talk

Matrix Kendall's tau in High-dimensions: A Robust Statistic for Matrix Factor Model

Yalin Wang
5 12:20-12:40 12:20-12:40 Contributed Talk

Quasi-maximum likelihood estimation of break point in high-dimensional factor models

Jiangtao Duan
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Contributed Session 5
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:17 14:00-14:17 Contributed Talk

分段非对称系统的随机共振及其在变转速旋转机械故障诊断中的应用

Qixiao Zhu
2 14:17-14:34 14:17-14:34 Contributed Talk

Early identification of 6- to 8-year-old children at risk of developing myopia:a comparison of machine learning and statistical approaches

Hongyu Lai
3 14:34-14:51 14:34-14:51 Contributed Talk

The integrated approach of learning Mycobacterium tuberculosis transmission within and outside households via random directed graph models

Tenglong Li
4 14:51-15:08 14:51-15:08 Contributed Talk

An embedding based kernel test: Does eyeglance matters prior to lane change?

Jingbin Xu
5 15:08-15:24 15:08-15:24 Contributed Talk

基于时间尺度指标建立个体生存时间的动态预测模型——应用到原发性胆汁肝硬化疾病进展研究

Chengfeng Zhang
6 15:24-15:40 15:24-15:40 Contributed Talk

肾功能对急性小卒中或短暂性脑缺血发作患者中替格瑞洛联合阿司匹林及氯吡格雷联合阿司匹林的疗效及安全性影响

Anxin Wang
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Contributed Session 8
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:20 16:00-16:20 Contributed Talk

High-frequency Anticipatory Trading and Its Influences: Small Informed Trader vs. Front-runner

Ziyi Xu
2 16:20-16:40 16:20-16:40 Contributed Talk

Robust Backtests for Expected Shortfall

Zaichao Du
3 16:40-17:00 16:40-17:00 Contributed Talk

Breaking the Factor Zootopia: Factor Selection Using Significant Tests of Multi-Task Lasso

Chaoyi Zhao
4 17:00-17:20 17:00-17:20 Contributed Talk

Bias-corrected realized covariation in presence of price staleness

Haibin Zhu
5 17:20-17:40 17:20-17:40 Contributed Talk

Network transitions in the cryptocurrency market: Evidence from military conflict

Jeffrey Chu Renmin University of China

Meeting Room No.18 (UTC+8) 2023-07-11 Local Time

11:00-12:40 (UTC+8) 11:00-12:40 Local Time | Contributed Session 3
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 11:00-11:20 11:00-11:20 Contributed Talk

Pursuing homogeneity and sparsity in simultaneous quantile regression

Zhen Zeng
2 11:20-11:40 11:20-11:40 Contributed Talk

Distributed quantile regression for longitudinal big data

Ye Fan
3 11:40-12:00 11:40-12:00 Contributed Talk

Bayesian Inference of Sample Selection Using Quantile Selection Model

Lingnan Tai
4 12:00-12:20 12:00-12:20 Contributed Talk

Online Updating Huber Robust Regression for Big Data Streams

Chunbai Tao
5 12:20-12:40 12:20-12:40 Contributed Talk

Robust Bilinear Probabilistic PCA using a Matrix Variate t distribution

Jianhua Zhao
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Contributed Session 6
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:17 14:00-14:17 Contributed Talk

Error analysis of generative adversarial network

Hailin Sang University of Mississippi
2 14:17-14:34 14:17-14:34 Contributed Talk

Clustered Federated Learning based on Nonconvex Pairwise Fusion

Yifan Sun
3 14:34-14:51 14:34-14:51 Contributed Talk

Extrapolated Random Tree for Regression

Yuchao Cai
4 14:51-15:08 14:51-15:08 Contributed Talk

Forecasting High Dimensional Long Memory Time Series based on Memory augmented Gated Recurrent Unit

Muyi Li
5 15:08-15:24 15:08-15:24 Contributed Talk

Adversarial Learning of Distributional Reinforcement Learning

Yang Sui
6 15:24-15:40 15:24-15:40 Contributed Talk

Improved Efficiency in Semiparametric Estimation for two-sample comparison in Semi-Supervised Learning Framework

Tao Tan
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Contributed Session 9
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:17 16:00-16:17 Contributed Talk

基于CARR-OVMD-GRU模型的原油期货价格波动性预测

Rongrong Fan
2 16:17-16:34 16:17-16:34 Contributed Talk

Change Point Detection in Beta Process with High Frequency Data

Long Feng
3 16:34-16:51 16:34-16:51 Contributed Talk

Capital Allocation with Asset Risks: Amortization by Investable Assets

Ermo Chen
4 16:51-17:08 16:51-17:08 Contributed Talk

When Do Models Make Money? A Path from Return Predictability to Profitability

Yufan Chen
5 17:08-17:24 17:08-17:24 Contributed Talk

Estimating market liquidity from daily data, marrying Micro structure models and machine learning

Yuehao Dai
6 17:24-17:40 17:24-17:40 Contributed Talk

Group penalized multinomial logit models and stock return direction prediction

Xuemei Hu

Summer Garden (UTC+8) 2023-07-11 Local Time

19:30-21:30 (UTC+8) 19:30-21:30 Local Time | Reception by Center for Statistical Science, Peking University
19:30-21:30 (UTC+8) 19:30-21:30 Local Time | Sichuan-Chongqing Statistical Dialogue
19:30-21:30 (UTC+8) 19:30-21:30 Local Time | Reception by School of Statistics and Data Science, Nankai University
19:30-21:30 (UTC+8) 19:30-21:30 Local Time | Reception by University of Science and Technology of China

2023-07-12 Wednesday

Conference Building Auditorium (UTC+8) 2023-07-12 Local Time

08:30-09:20 (UTC+8) 08:30-09:20 Local Time | Plenary Talk 3
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 08:30-09:20 08:30-09:20 Plenary Talk

When Statistics Meets Computing: A Few Interesting Problems and Challenges

Tony Cai University of Pennsylvania
09:20-10:10 (UTC+8) 09:20-10:10 Local Time | Plenary Talk 4
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 09:20-10:10 09:20-10:10 Plenary Talk

Recent progress on random graph matching problems

Jian Ding Peking University

Meeting Room No.1 (UTC+8) 2023-07-12 Local Time

10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Invited Session 22: Biostatistics Meets Neural Network
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:55 10:30-10:55 Invited Talk

Ordinal Deep Learning for Gene-Environment Interaction analysis

Kuangnan Fang
2 10:55-11:20 10:55-11:20 Invited Talk

Spatio-temporally Smoothed Deep Survival Neural Network

Chenjin Ma
3 11:20-11:45 11:20-11:45 Invited Talk

Iterative Connecting Probability Estimation for Networks

Yichen Qin University of Cincinnati
4 11:45-12:10 11:45-12:10 Invited Talk

Heterogeneous network estimation for single-cell transcriptomic data via neighborhood selection-based deep neural network

Mengyun Wu
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session 29: Recent advances in distributed statistical learning
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

Distributed Learning of Conditional Quantiles in the Reproducing Kernel Hilbert Space

Heng Lian
2 14:25-14:50 14:25-14:50 Invited Talk

Distributed Estimation and Inference for Semi-parametric Binary Response Models

Yichen Zhang Purdue University
3 14:50-15:15 14:50-15:15 Invited Talk

Decentralized Strongly Convex Optimization with Less Local First-Order Oracle Complexity

Luo Luo
4 15:15-15:40 15:15-15:40 Invited Talk

Distributed Semi-Supervised Sparse Statistical Inference

Xiaojun Mao
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session 36: Econometric Modeling and Forecasting
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

Mechanism Analysis and Impact Measurement of the Platform Economy's Social Welfare Effect: An Empirical Study based on the Questionnaire Survey of Merchants on MT Take-out Platform

Yuezhou CAI
2 16:25-16:50 16:25-16:50 Invited Talk

On the Modelling and Prediction of High-dimensional Functional Time Series

Jinyuan Chang
3 16:50-17:15 16:50-17:15 Invited Talk

High-dimensional Volatility matrix estimation using Generative Adversarial Networks (GAN) assisted Hybrid Monte Carlo (HMC) for high-frequency data

Pu Gong
4 17:15-17:40 17:15-17:40 Invited Talk

Multi-modal Knowledge Discovery and Pre-training Cross Vision and Language

Zhongyu Wei

Meeting Room No.2 (UTC+8) 2023-07-12 Local Time

10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Invited Session 23: Recent advances in complex data analysis
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:55 10:30-10:55 Invited Talk

Heteroskedastic Sparse PCA in High Dimensions

Zhao Ren University of Pittsburgh
2 10:55-11:20 10:55-11:20 Invited Talk

Regression Analysis of Correlations for Correlated Data

Cheng Yong Tang Temple University
3 11:20-11:45 11:20-11:45 Invited Talk

Some Recent Developments in Expected Shortfall Regression

Wenxin Zhou University of Illinois Chicago
4 11:45-12:10 11:45-12:10 Invited Talk

Statistical inferences for complex dependence of multimodal imaging data

Jing He
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session 30: Non-probability sampling
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

Data Integration by Combing Non-probability Data and Big Observational Data for Finite Population Inference

Xiaoning Wang
2 14:25-14:50 14:25-14:50 Invited Talk

Indirect Sampling Design and Estimation Method Based On Dual Sampling Frame

Guanghui Chen
3 14:50-15:15 14:50-15:15 Invited Talk

Non-Probability Samples Fusion Inference Based On Bayesian Framework

Yi Li
4 15:15-15:40 15:15-15:40 Invited Talk

Investigating an Alternative for Estimation from a Nonprobability Sample: Matching plus Calibration

Zhan Liu
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session 37:Statistical models in Finance
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

How Can Robot Investment Assistant Help: Collecting Information or Providing Advice? Evidence from China

琳 谭
2 16:25-16:50 16:25-16:50 Invited Talk

Disclosing and Cooling-Off: An Analysis of Insider Trading Rules

Deng Jun
3 16:50-17:15 16:50-17:15 Invited Talk

A Two Time-Scale Evolutionary Game Theoretic Approach to Multi-Agent Learning

Nan Chen
4 17:15-17:40 17:15-17:40 Invited Talk

Spectral Volume Models: High-Frequency Periodicities in Intraday Trading Activities

Lintong Wu

Meeting Room No.3 (UTC+8) 2023-07-12 Local Time

10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Invited Session 24: Deep Neural Network Models in Data Science
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:55-11:20 10:55-11:20 Invited Talk

Damped Anderson Mixing for Deep Reinforcement Learning: Acceleration, Convergence, and Stabilization

Linglong Kong University of Alberta
2 11:20-11:45 11:20-11:45 Invited Talk

Uncovering the Law of Data Separation in Deep Learning

Weijie Su Wharton School, University of Pennsylvnania
3 11:45-12:10 11:45-12:10 Invited Talk

Recurrent Neural Networks with Mixed Hierarchical Structures and EM Algorithm for Natural Language Processing

Michael Zhu Purdue University
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session 31: Statistical Modeling for Complex Networks
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

Community Detection of Discrete-time Temporal Networks under Dynamic Stochastic Block Models

Binghui Liu
2 14:25-14:50 14:25-14:50 Invited Talk

Shrinkage Estimation for Large-dimensional Factor Model with an Observed Variable Network

Long Yu
3 14:50-15:15 14:50-15:15 Invited Talk

Estimating cell-type-specific gene co-expression networks from bulk gene expression data

Emma Jingfei Zhang
4 15:15-15:40 15:15-15:40 Invited Talk

Matrix-valued Network Autoregression Model with Latent Group Structure

Xuening Zhu
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session 38: Learning and Optimization
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

Simple measures of uncertainty for model selection

Xiaohui Liu
2 16:25-16:50 16:25-16:50 Invited Talk

Learning invariant representations for algorithmic fairness and domain generalization with minimax optimality

Sai Li
3 16:50-17:15 16:50-17:15 Invited Talk

Eigencurve: Optimal Learning Rate Schedule for SGD on Quadratic Objectives with Skewed Hessian Spectrums

Haishan Ye Xi'an Jiaotong University
4 17:15-17:40 17:15-17:40 Invited Talk

Statistical Inference for Decentralized Federated Learning

JIA GU

Meeting Room No.5 (UTC+8) 2023-07-12 Local Time

10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Invited Session 25: Bayesian learning for precision matrix and graphical models
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:55 10:30-10:55 Invited Talk

Bayesian Quantile Regression with Big Data and Chang-Point Detection

Keming Yu Brunel University London
2 10:55-11:20 10:55-11:20 Invited Talk

Multistate modeling and structure selection for multi type recurrent events and terminal event

Chuoxin Ma
3 11:20-11:45 11:20-11:45 Invited Talk

Modelling biomarker variability in joint analysis of longitudinal and time-to-event data

Chunyu Wang MRC Biostatistics Unit, University of Cambridge
4 11:45-12:10 11:45-12:10 Invited Talk

Horseshoe prior for joint-mean covariance model in sparse high dimensional data

Jiaming Shen
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session 32: Recent advances in machine learning and high-dimensional statistics
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

Estimation and Inference with Summary Statistics and its Genetic Applications

Hongzhe Li University of Pennsylvania
2 14:25-14:50 14:25-14:50 Invited Talk

Are Decision Trees as Powerful as Neural Networks?

Jason Klusowski Princeton University
3 14:50-15:15 14:50-15:15 Invited Talk

Learning Matchings, Maps, and Trajectories

Jonathan Niles-Weed New York University
4 15:15-15:40 15:15-15:40 Invited Talk

Robust Inference for Federated Meta-Learning

Zijian Guo Rutgers
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session 39: Statistical Perspectives on Recent Advances in Machine Learning
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:25-16:50 16:25-16:50 Invited Talk

Supervised Topic Modeling: Optimal Estimation and Statistical Inference 

Ruijia Wu
2 16:50-17:15 16:50-17:15 Invited Talk

Estimation and Inference in High-Dimensional Generalized Linear Models with Knowledge Transfer

Linjun Zhang Rutgers University
3 17:15-17:40 17:15-17:40 Invited Talk

Theoretical Guarantees for Sparse Principal Component Analysis based on the Linear Manifold Approximation

Haoyi Yang The Pennsylvania State University

Meeting Room No.10 (UTC+8) 2023-07-12 Local Time

10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Invited Session 26: Statistical Learning for Complex Data
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:55 10:30-10:55 Invited Talk

Adaptive False Discovery Rate Control with Privacy Guarantee

Zhanrui Cai The University of Hong Kong
2 10:55-11:20 10:55-11:20 Invited Talk

Slow Kill for Big Data Learning

Yiyuan She Florida State University
3 11:20-11:45 11:20-11:45 Invited Talk

New Regression Model: Modal Regression

Weixin Yao University of California, Riverside
4 11:45-12:10 11:45-12:10 Invited Talk

Tensor Learning in 2020s: Methodology, Theory, and Biomedical Applications

Anru Zhang Duke University
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session 33: Statistical methods for cancer omics
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

Large-Scale Analytical Platforms for Detecting Splicing-Associated Variants

Yuichi Shiraishi National Cancer Center
2 14:25-14:50 14:25-14:50 Invited Talk

Feature Selection and Classification over the network with Missing Node Observations with Application in Cancer

Tianwei Yu
3 14:50-15:15 14:50-15:15 Invited Talk

Bayesian inference of Tumor Clonal Phylogeny from Single-cell DNA sequencing data

Liang Ma
4 15:15-15:40 15:15-15:40 Invited Talk

Data integration in Spatial Transcriptomics

Jin Liu
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session 40: Biostatistics
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

A network approach to compute hypervolume under ROC manifold for multi-class biomarkers

Jialiang Li
2 16:25-16:50 16:25-16:50 Invited Talk

Poisson Hurdle Model-based Clustering for Microbiome Data

Peng Liu Iowa State University
3 16:50-17:15 16:50-17:15 Invited Talk

Integrative analysis of 16S marker-gene and shotgun metagenomic sequencing data improves efficiency of testing microbiome hypotheses

Yijuan Hu Emory University
4 17:15-17:40 17:15-17:40 Invited Talk

Identification of Prognostic and Predictive Subgroups for Clustered Survival Data

Ling Zhou

Meeting Room No.11 (UTC+8) 2023-07-12 Local Time

10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Invited Session 27: Recent Advance in Dimension Reduction
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:55 10:30-10:55 Invited Talk

Optimal Clustering by Lloyd Algorithm for Low-Rank Mixture Model

Dong Xia Hong Kong University of Science and Technology
2 10:55-11:20 10:55-11:20 Invited Talk

Rising Ownership Network in China

Wu Zhu
3 11:20-11:45 11:20-11:45 Invited Talk

Network Regression and Supervised Centrality Estimation

Dan Yang The University of Hong Kong
4 11:45-12:10 11:45-12:10 Invited Talk

A Joint Estimation Approach to Sparse Additive Ordinary Differential Equations

Nan Zhang
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session 34: Machine Learning and Industrial Statistics
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

Regularized Multi-output Gaussian Convolution Process with Domain Adaptation

Jianguo Wu
2 14:25-14:50 14:25-14:50 Invited Talk

Thompson Sampling based Partially Observable Online Change Detection for Exponential Families

Chen Zhang
3 14:50-15:15 14:50-15:15 Invited Talk

Harnessing Industrial Analytics and Intelligence for Digital Transformation

Fugee Tsung
4 15:15-15:40 15:15-15:40 Invited Talk

Lattice-based designs possessing quasi-optimal separation distance on all projections

Xu He
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session 41: Biostatistics and Statistics, with related expertise
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

Test-Then-Pool: A uniformly valid inferential framework for data integration

Shu Yang North Carolina State University
2 16:25-16:50 16:25-16:50 Invited Talk

Inference of Heterogeneous Treatment Effects Using Observational Data with High-Dimensional Covariates

Yumou Qiu
3 16:50-17:15 16:50-17:15 Invited Talk

ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models

Jiwei Zhao University of Wisconsin-Madison
4 17:15-17:40 17:15-17:40 Invited Talk

Semiparametric adaptive estimation under informative sampling

Kosuke Morikawa Osaka University

Meeting Room No.12 (UTC+8) 2023-07-12 Local Time

10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Invited Session 28: Non-Euclidean data analysis
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:55 10:30-10:55 Invited Talk

Testing strict Stationarity of Complex Time Series

Qiang Zhang
2 10:55-11:20 10:55-11:20 Invited Talk

FPLS-DC: Functional partial least squares through distance covariance for imaging genomics

Wenliang Pan
3 11:20-11:45 11:20-11:45 Invited Talk

Ball Impurity: Measuring Heterogeneity in General Metric Spaces

Ting Li Hong Kong Polytechnic University
4 11:45-12:10 11:45-12:10 Invited Talk

On asymptotic normality of a random-localized independence test

Roulin Wang
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session 35: 数据资产与数字经济统计测度相关问题研究
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

数据生产要素核算——关于理论与方法的若干讨论

Jingping Li
2 14:25-14:50 14:25-14:50 Invited Talk

数据资产、数字经济与经济发展

Zhongwen Zhang
3 14:50-15:15 14:50-15:15 Invited Talk

SNA纳入数据核算的潜在影响与难点解析

Gang Peng
4 15:15-15:40 15:15-15:40 Invited Talk

数据要素核算问题研究:基本概念及供给使用核算

Weiying Ping
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session 42: 统计之都专场
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

预测朗格拉普岛核辐射强度的分布

Xiangyun Huang
2 16:25-16:50 16:25-16:50 Invited Talk

工业数据分析的实践与认识

Chunhua Tian K2Data
3 16:50-17:15 16:50-17:15 Invited Talk

GeoLake: Bringing Geospatial Support to Lakehouses

Yuanyuan Zhang BXCL
4 17:15-17:40 17:15-17:40 Invited Talk

AI运动能否让你爱上运动-体育场景下AI应用探索

Wenyan Fu

Meeting Room No.13 (UTC+8) 2023-07-12 Local Time

10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Invited Session on Interdisciplinary and Applied Research 4:Complex data modeling
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:55 10:30-10:55 Invited Talk

Temporal label recovery from noisy dynamical data

Wanjie Wang National University of Singapore
2 10:55-11:20 10:55-11:20 Invited Talk

Deep survival prediction models and applications in cancer researches

Zhangsheng Yu
3 11:20-11:45 11:20-11:45 Invited Talk

A unified quantile framework reveals nonlinear heterogeneous transcriptome-wide associations

Tianying Wang
4 11:45-12:10 11:45-12:10 Invited Talk

STAARpipeline: an all-in-one rare-variant analysis tool for biobank-scale whole-genome sequencing data

Zilin Li Northeast Normal University
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Invited Session on Interdisciplinary and Applied Research 5:Statistical analysis for medical data
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:25 14:00-14:25 Invited Talk

Early Identification of Autism Spectrum Disorder by Multi-instrument Fusion: A Clinically Applicable Machine Learning Approach

Qiuhong Wei
2 14:25-14:50 14:25-14:50 Invited Talk

Quantifying Measures of Treatment Effect on the Between-Group Difference in Competing Risks

Zheng Chen
3 14:50-15:15 14:50-15:15 Invited Talk

Dose change and statistical power in the Aducanumab trial

Guogen Shan University of Florida
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Invited Session on Interdisciplinary and Applied Research 6: Statical Models in Finance
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:25 16:00-16:25 Invited Talk

对外贸易、FDI与中国绿色全要素生产率 ——基于空间计量模型的分析

Jiahui Wu
2 16:25-16:50 16:25-16:50 Invited Talk

Distribution-free Contextual Dynamic Pricing

Wei Sun Purdue University
3 16:50-17:15 16:50-17:15 Invited Talk

深度学习和多源数据融合的股价预测模型-- 基于Transformer结构

Haiqing Chen
4 17:15-17:40 17:15-17:40 Invited Talk

Development and Evaluation of Risk Prediction Models Using Two-Phase Data via Post-stratification

Yaqi Cao

Meeting Room No.15 (UTC+8) 2023-07-12 Local Time

10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Contributed Session 10
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:47 10:30-10:47 Contributed Talk

China's Inflation Forecasting with Machine Learning Algorithms

Jie Xia
2 10:47-11:04 10:47-11:04 Contributed Talk

Estimating spot volatility under infinite variation jumps with dependent market microstructure noise

Qiang Liu
3 11:04-11:21 11:04-11:21 Contributed Talk

Optimal Execution subject to Reservation Strategies

鹏 郭
4 11:21-11:38 11:21-11:38 Contributed Talk

数字经济对产业结构升级的影响研究

Xiaomei Hu
5 11:38-11:54 11:38-11:54 Contributed Talk

Copula-based multidimensional Markov process

Liulei Sun
6 11:54-12:10 11:54-12:10 Contributed Talk

数字经济参与国内大循环的机制和空间特征

Xinyi Wei
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Contributed Session 13
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:20 14:00-14:20 Contributed Talk

Joint triplet sampling enables structure-preserved dimension reduction in single-cell transcriptomic data

Xinyi Xu
2 14:20-14:40 14:20-14:40 Contributed Talk

Importance Sparsification for Sinkhorn Algorithm with Application in Efficient Echocardiogram Analysis

Cheng Meng
3 14:40-15:00 14:40-15:00 Contributed Talk

多基因风险评分与吸烟者大脑加速老化之间的关系

Zeyu Yang
4 15:00-15:20 15:00-15:20 Contributed Talk

基于个体结构协变网络解决阿尔茨海默病的异质性

Chuchu Zheng
5 15:20-15:40 15:20-15:40 Contributed Talk

High-dimensional Response Growth Curve Modeling for Longitudinal Neuroimaging Analysis

Lu Wang
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Contributed Session 16
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:17 16:00-16:17 Contributed Talk

Kernel Copula Density Estimation of Hellinger Correlation

Wenjing Liu
2 16:17-16:34 16:17-16:34 Contributed Talk

MSAEM Estimation for Multidimensional Four–Parameter Normal Ogive Models

Xiangbin Meng
3 16:34-16:51 16:34-16:51 Contributed Talk

Generalized Two-Mode Latent Space Model

Dan Pu
4 16:51-17:08 16:51-17:08 Contributed Talk

Functional Two-Sample Test based on Projection

Caihong Qin
5 17:08-17:24 17:08-17:24 Contributed Talk

Mean regression model for the zero-truncated Poisson distribution and its generalization

Jianhua Shi
6 17:24-17:40 17:24-17:40 Contributed Talk

A Simple Divide-and-Conquer-based Distributed Method for the Accelerated Time Failure Model

jin su

Meeting Room No.16 (UTC+8) 2023-07-12 Local Time

10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Contributed Session 11
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:47 10:30-10:47 Contributed Talk

Fitting additive risk models using auxiliary information

Jie Ding
2 10:47-11:04 10:47-11:04 Contributed Talk

Improving marginal hazard ratio estimation using quadratic inference functions

Yi Niu
3 11:04-11:21 11:04-11:21 Contributed Talk

Semiparametric model averaging method for survival probability predictions of patients

Mengyu Li
4 11:21-11:38 11:21-11:38 Contributed Talk

Mixture Cure Model with both Semiparametric Components for Interval-Censored Data

Xiaoyu Liu
5 11:38-11:54 11:38-11:54 Contributed Talk

Degradation modeling and remaining useful lifetime prediction based on functional variance process

Linjie Qin
6 11:54-12:10 11:54-12:10 Contributed Talk

图函数型时间序列的主成分分析(Principal Component Analysis of Graphical-Functional Time Series)

Jianbin Tan
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Contributed Session 14
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:17 14:00-14:17 Contributed Talk

Simultaneous false discovery proportion bounds via knockoffs and closed testing

Jinzhou Li Stanford university
2 14:17-14:34 14:17-14:34 Contributed Talk

A novel approach of empirical likelihood with massive data

Xia Chen
3 14:34-14:51 14:34-14:51 Contributed Talk

Multiple-use calibration for infinite many future values and exact simultaneous tolerance intervals in linear regression

Yang Han University of Manchester
4 14:51-15:08 14:51-15:08 Contributed Talk

Measuring and testing conditional dependence with high-dimensional conditioning variables

Jianxin Bi
5 15:08-15:24 15:08-15:24 Contributed Talk

Intrinsic minimum average variance estimation for sufficient dimension reduction with symmetric positive difinite matrices and beyond

Baiyu Chen
6 15:24-15:40 15:24-15:40 Contributed Talk

Robust and Efficient Case-Control Studies with Contaminated Case Pools: A Unified M-Estimation Framework

Guorong Dai
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Contributed Session 17
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:17 16:00-16:17 Contributed Talk

Matrix-Variate Generalized Linear Model with Measurement Error

Tianqi Sun
2 16:17-16:34 16:17-16:34 Contributed Talk

最优速率的高维向量自回归模型稳健估计

Di Wang
3 16:34-16:51 16:34-16:51 Contributed Talk

An Optimal Transport Approach for Selecting a Representative Subsample with Application in Efficient Kernel Density Estimation

Jingyi Zhang
4 16:51-17:08 16:51-17:08 Contributed Talk

A Dynamic Latent Space Model for Bipartite Networks with Nodal Attributes

Yan Zhang
5 17:08-17:24 17:08-17:24 Contributed Talk

Varying density coefficient model with density responses

Huiya Zhou
6 17:24-17:40 17:24-17:40 Contributed Talk

Doubly truncated expectation and variance of univariate generalized skew-elliptical distributions with applications

Baishuai Zuo

Meeting Room No.18 (UTC+8) 2023-07-12 Local Time

10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Contributed Session 12
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:47 10:30-10:47 Contributed Talk

Inverse Probability Weighting-based Mediation Analysis for Microbiome Data

Yuexia Zhang The University of Texas at San Antonio
2 10:47-11:04 10:47-11:04 Contributed Talk

Statistical and Bioinformatic Analysis of Breast Cancer Methylation Patterns

Shuying Sun Texas State University
3 11:04-11:21 11:04-11:21 Contributed Talk

Gene spatial expression and prognosis prediction by integrated graph and image deep learning model based on HE slides of cancer

Ruitian Gao
4 11:21-11:38 11:21-11:38 Contributed Talk

Bayesian Inference of Gene Expression Dynamics in Alzheimer Brains

Shanjun Mao
5 11:38-11:54 11:38-11:54 Contributed Talk

Neural Network on Interval Censored Data with Application to the Prediction of Alzheimer's Disease

Tao Sun
6 11:54-12:10 11:54-12:10 Contributed Talk

Proteome-wide Mendelian Randomization Analysis Identified Potential Drug Targets for Atrial Fibrillation

Xinpei Wang Department of Biostatistics, School of Public Health, Peking University
14:00-15:40 (UTC+8) 14:00-15:40 Local Time | Contributed Session 15
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 14:00-14:17 14:00-14:17 Contributed Talk

Community Detection in Temporal Citation Network via a Tensor-based Approach

Tianchen Gao
2 14:17-14:34 14:17-14:34 Contributed Talk

Kernel regression for estimating regression function and its derivatives with unknown error correlations

Sisheng Liu
3 14:34-14:51 14:34-14:51 Contributed Talk

A Novel Hypothesis Testing Method of Skew-Normal Distribution Based on the Fourth-order Moment Property

Zhe Jiang
4 14:51-15:08 14:51-15:08 Contributed Talk

Factor-adjusted model averaging

Wenhui Li
5 15:08-15:24 15:08-15:24 Contributed Talk

Consistent Selection of the Number of Groups in Panel Models via Sample-Splitting

Zhe Li
6 15:24-15:40 15:24-15:40 Contributed Talk

Automatic Search Intervals for the Smoothing Parameter in Penalized Splines

Zheyuan Li
16:00-17:40 (UTC+8) 16:00-17:40 Local Time | Contributed Session 18
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 16:00-16:17 16:00-16:17 Contributed Talk

Spatial Linear Regression with Covariate Measurement Errors: Inference and Scalable Computation in a Functional Modeling Approach

Jiahao Cao
2 16:17-16:34 16:17-16:34 Contributed Talk

An efficient PG-INLA algorithm for logistic item response models analysis

Xiaofan Lin
3 16:34-16:51 16:34-16:51 Contributed Talk

分数CIR过程统计行为的数值模拟

Xiaopeng Chen
4 16:51-17:08 16:51-17:08 Contributed Talk

High-dimensional Clustering onto Hamiltonian Cycle

Tianyi Huang
5 17:08-17:24 17:08-17:24 Contributed Talk

Relative error-based distributed estimation in growing dimension

Xiaoyan Li
6 17:24-17:40 17:24-17:40 Contributed Talk

Improving Uncertainty Quantification of Variance Networks by Tree-Structured Learning

Wenxuan Ma

2023-07-13 Thursday

Meeting Room No.1 (UTC+8) 2023-07-13 Local Time

08:30-10:10 (UTC+8) 08:30-10:10 Local Time | Invited Session 43: Statistical Machine Learning: Methods and Theories
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 08:30-08:55 08:30-08:55 Invited Talk

High Dimensional Tensor CP Models

Cun-Hui Zhang Rutgers University
2 08:55-09:20 08:55-09:20 Invited Talk

Reinforcement Learning via Nonparametric Smoothing in a Continuous-Time Stochastic Setting with Noisy Data

Yazhen Wang University of Wisconsin-Madison
3 09:20-09:45 09:20-09:45 Invited Talk

On the multiway PCA

Ming Yuan Columbia
4 09:45-10:10 09:45-10:10 Invited Talk

Antipodal Reflection Depth (ARD) and Its Application to Nonparametric Outlier Detection in Multivariate and Functional Data

Regina LIU RUTGERS UNIVERSITY
10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Invited Session 50: Advanced Statistical Methods and Theories
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:55 10:30-10:55 Invited Talk

The Statistical Face of a Region under Monsoon Rainfall in Eastern India

Subrata Kundu George Washington University
2 10:55-11:20 10:55-11:20 Invited Talk

Leveraging Electronic Health Records for Biomedical Research

Jessica Gronsbell University of Toronto
3 11:20-11:45 11:20-11:45 Invited Talk

Cautious explorers generate more future academic impact

Fengnan Gao
4 11:45-12:10 11:45-12:10 Invited Talk

On High-Dimensional Gaussian Comparisons For Cross-Validation

Jing Lei Carnegie Mellon University

Meeting Room No.2 (UTC+8) 2023-07-13 Local Time

08:30-10:10 (UTC+8) 08:30-10:10 Local Time | Invited Session 44: Several recent large-scale data sets collected by the speakers themselves
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 08:55-09:20 08:55-09:20 Invited Talk

Large-scale Multi-layer Academic Networks Derived from Statistical Publications

Rui Pan
2 09:20-09:45 09:20-09:45 Invited Talk

Introduction to the Database of the ELEMENT Birth Cohorts from the Lens of Biostatistician

Peter Song University of Michigan
3 09:45-10:10 09:45-10:10 Invited Talk

The statistical triangle

Jiashun Jin
10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Invited Session 51: Networks in Neuroscience & Bioinformatics
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:55 10:30-10:55 Invited Talk

Co-variance Operator of Banach Valued Random Elements: Viewpoint of U-Statistic

Subhra Sankar Dhar IIT Kanpur
2 10:55-11:20 10:55-11:20 Invited Talk

Gaussian Chain Graph Models: Identifiability, Estimation and Asymptotics

Junhui Wang Chinese University of Hong Kong
3 11:20-11:45 11:20-11:45 Invited Talk

Fine-Mapping Causal Variants Using Summary GWAS Statistics with Heritability-induced Dirichlet Decomposition Prior

Yan Dora Zhang The University of Hong Kong
4 11:45-12:10 11:45-12:10 Invited Talk

因之果与果之因

Zhi Geng

Meeting Room No.3 (UTC+8) 2023-07-13 Local Time

08:30-10:10 (UTC+8) 08:30-10:10 Local Time | Invited Session 45: Statistical Inference with Complex Data
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 08:30-08:55 08:30-08:55 Invited Talk

Debiased estimating equation method for summary statistics-based Mendelian randomization

Ruoyu Wang
2 08:55-09:20 08:55-09:20 Invited Talk

New Tests for High-Dimensional Two-sample Mean Problems with Consideration of Correlation Structure

Songshan Yang
3 09:20-09:45 09:20-09:45 Invited Talk

Statistical inference for counting processes under shape heterogeneity

Ying Sheng
4 09:45-10:10 09:45-10:10 Invited Talk

Selective Conformal Inference with FCR Control

Haojie Ren
10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Invited Session 52: Latest Developments in Inference and Modeling
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:55 10:30-10:55 Invited Talk

Random fixed boundary flows: a twin sister of principal flow?

Zhigang Yao National University of Singapore & CMSA, Harvard University
2 10:55-11:20 10:55-11:20 Invited Talk

Limitations of the Wasserstein MDE

Yannis Yatracos Tsinghua University
3 11:20-11:45 11:20-11:45 Invited Talk

Ensemble Kalman Filter under Fixed and High Dimension 

Shouxia Wang
4 11:45-12:10 11:45-12:10 Invited Talk

A Tale of Two Types of Structural Instabilities in High Dimensional Factor Models

Yundong Tu

Meeting Room No.5 (UTC+8) 2023-07-13 Local Time

08:30-10:10 (UTC+8) 08:30-10:10 Local Time | Invited Session 46:Statistical Models in Biomedical Research
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 08:30-08:55 08:30-08:55 Invited Talk

Semiparametric copula method for semi-competing risks data subject to interval censoring and left truncation: Application to disability in elderly

Tao Sun
2 08:55-09:20 08:55-09:20 Invited Talk

深度学习在精准医疗领域中的应用

Fan Yang
3 09:20-09:45 09:20-09:45 Invited Talk

真实世界研究中倾向评分方法和应用

Anxin Wang
4 09:45-10:10 09:45-10:10 Invited Talk

基于参数g-formula模型的人群干预效应的因果推断研究:以不同降压策略比较为例

Haibin Li
10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Invited Session on Interdisciplinary and Applied Research 8: Statistical Machine Learning: Methodology, Theory and Applications
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:55 10:30-10:55 Invited Talk

Robust Bayesian Regression via Hard Thresholding

Zhaohui Li
2 10:55-11:20 10:55-11:20 Invited Talk

非线性期望和强化学习Nonlinear Expectation and Reinforcement Learning

Xiaodong Yan
3 11:20-11:45 11:20-11:45 Invited Talk

Selection by Prediction: Prediction-Assisted Candidate Screening with Conformal p-values and its Application to Drug Discovery

Ying Jin Stanford University
4 11:45-12:10 11:45-12:10 Invited Talk

Integrating Statistical Learning and Deep Learning for More Advanced Material Science

Ke Deng

Meeting Room No.10 (UTC+8) 2023-07-13 Local Time

08:30-10:10 (UTC+8) 08:30-10:10 Local Time | Invited Session 47: Empirical finance and economics
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 08:30-08:55 08:30-08:55 Invited Talk

PeerMeta: A Framework of Financial Statement Fraud Detection Based on Peer Effects and Meta Learning

Qingfu Liu
2 08:55-09:20 08:55-09:20 Invited Talk

Modeling Medium-sized Cross-sectional Maxima with Autoregressive Conditional GB2 Models

Zhengjun Zhang
3 09:20-09:45 09:20-09:45 Invited Talk

FinRL: A Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance

Dan Wang
4 09:45-10:10 09:45-10:10 Invited Talk

Statistical Applications in Stock Investment

Zhao Chen
10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Invited Session on Interdisciplinary and Applied Research 9: Statistics in Biomedical Research
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:55 10:30-10:55 Invited Talk

Statistical Quantitation of Dynamic PET Scans

Fengyun Gu
2 10:55-11:20 10:55-11:20 Invited Talk

Modeling Interactive Biological Pathways From High-Dimensional Gene Expression Trajectories Using Dependent Gaussian Processes

Jiachen Cai MRC Biostatistics Unit, University of Cambridge
3 11:20-11:45 11:20-11:45 Invited Talk

Ensembled Seizure Detection based on Small Training Samples

Peifeng Tong
4 11:45-12:10 11:45-12:10 Invited Talk

Knockoff-Based Statistics for the Identification of Putative Causal Genes in Genetic Studies

Shiyang Ma

Meeting Room No.11 (UTC+8) 2023-07-13 Local Time

08:30-10:10 (UTC+8) 08:30-10:10 Local Time | Invited Session 48: Theories for Statistical Machine Learning Research
President:
Organizer:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 08:30-08:55 08:30-08:55 Invited Talk

Controlling the False Discovery Rate in Structural Sparsity: Split Knockoffs

Yuan Yao
2 08:55-09:20 08:55-09:20 Invited Talk

Machine Learning Safety: Enhancing Privacy and Fairness

Ganghua Wang
3 09:20-09:45 09:20-09:45 Invited Talk

Significance tests of feature relevance for a black-box learner

Ben Dai
4 09:45-10:10 09:45-10:10 Invited Talk

Kolmogorov-Smirnov learning by neuron networks with a nonconvex surrogate loss

Fang Fang
10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Invited Session on Interdisciplinary and Applied Research 10: Causal Inferce and Applications
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:55 10:30-10:55 Invited Talk

Fusion of supervised learning and reinforcement learning for dynamic treatment recommendation

Yiyuan Liu
2 10:55-11:20 10:55-11:20 Invited Talk

基于因果的推荐系统

Peng Wu
3 11:20-11:45 11:20-11:45 Invited Talk

Correcting for nonignorable nonresponse bias in overestimation of turnout using callabck data

Xinyu Li
4 11:45-12:10 11:45-12:10 Invited Talk

Causal inference for soccer game analysis

Weining Shen University of California, Irvine

Meeting Room No.12 (UTC+8) 2023-07-13 Local Time

08:30-10:10 (UTC+8) 08:30-10:10 Local Time | Invited Session 49: Advance in Statistical Methods for Large and Complex Data
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 08:30-08:55 08:30-08:55 Invited Talk

Causal inference on distribution functions

Dehan Kong University of Toronto
2 08:55-09:20 08:55-09:20 Invited Talk

Establishing group-level brain structural connectivity incorporating anatomical knowledge under latent space modeling

Yize Zhao Yale University
3 09:20-09:45 09:20-09:45 Invited Talk

The promises of multiple outcomes

Linbo Wang University of Toronto
4 09:45-10:10 09:45-10:10 Invited Talk

Bayesian methods for brain-computer interfaces

Jian Kang University of Michigan
10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Contributed Session 22
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:47 10:30-10:47 Contributed Talk

Efficient calibration of computer models with multivariate output

Yang Sun
2 10:47-11:04 10:47-11:04 Contributed Talk

Effective model averaging for generalized linear models in diverging model spaces

Chaoxia Yuan
3 11:04-11:21 11:04-11:21 Contributed Talk

lasso错误快速算法的更正及拓展研究

慧异 夏
4 11:21-11:38 11:21-11:38 Contributed Talk

A Scalable Gaussian Process for Large-Scale Periodic Data

QIAN XIAO University of Georgia
5 11:38-11:54 11:38-11:54 Contributed Talk

Collapsibility of Conditional Models of CG-Graphical Models

Xiangdong Xie
6 11:54-12:10 11:54-12:10 Contributed Talk

Gaussian mixture reduction with composite transportation divergence

Qiong Zhang

Meeting Room No.13 (UTC+8) 2023-07-13 Local Time

08:30-10:10 (UTC+8) 08:30-10:10 Local Time | Invited Session on Interdisciplinary and Applied Research 7: Statistical learning and its applications
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 08:30-08:55 08:30-08:55 Invited Talk

Consistent dynamic Bayesian network learning for an fMRI study of emotion processing

Lizhe Sun
2 08:55-09:20 08:55-09:20 Invited Talk

Optimal Excess Risk Bounds via Offset Rademacher Complexity

Lican Kang
3 09:20-09:45 09:20-09:45 Invited Talk

Model Construction of Quantile Factor Augmented Quantile Autoregression Distributed Lag

Yuting Huang
4 09:45-10:10 09:45-10:10 Invited Talk

Grated Recurrent Unit Network Quantile Regression for Silicon Content Prediction in Blast Furnace

Shihua Luo
10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Contributed Session 23
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:50 10:30-10:50 Contributed Talk

Optimal Sample Splitting for Multiple Outcomes Treatment Effect Detection

Qishuo Yin University of Pennsylvania
2 10:50-11:10 10:50-11:10 Contributed Talk

Causal inference for semi-competing risks via multi-state models

Yuhao Deng
3 11:10-11:30 11:10-11:30 Contributed Talk

Treatment Effect Estimation with Censored Outcome and Covariate Selection

Li Li
4 11:30-11:50 11:30-11:50 Contributed Talk

An Approximated Collapsed Variational Bayes Approach to Variable Selection in Linear Regression

Chong You
5 11:50-12:10 11:50-12:10 Contributed Talk

Dynamic treatment effects: high-dimensional double robust inference under model misspecification

Yuqian Zhang

Meeting Room No.15 (UTC+8) 2023-07-13 Local Time

08:30-10:10 (UTC+8) 08:30-10:10 Local Time | Contributed Session 19
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 08:30-08:47 08:30-08:47 Contributed Talk

On Adaptive Kernel Learning for Nonparametric Regression and Classification

Shuntuo Xu
2 08:47-09:04 08:47-09:04 Contributed Talk

Optimal One-Pass Nonparametric Estimation Under Memory Constraint

Mingxue Quan
3 09:04-09:21 09:04-09:21 Contributed Talk

Distributed Estimation and Inference for Spatial Autoregression Model with Large Scale Networks

Yimeng Ren
4 09:21-09:38 09:21-09:38 Contributed Talk

Transductive Matrix Completion with Calibration for Multi-Task Learning

Hengfang Wang
5 09:38-09:54 09:38-09:54 Contributed Talk

GOLFS: Feature Selection via Combining Both Global and Local Information for High Dimensional Clustering

Zhaoyu Xing
6 09:54-10:10 09:54-10:10 Contributed Talk

Multi-view clustering based on principal component analysis and binary pairwise fused penalty

Jianxi Zhao
10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Contributed Session 24
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:50 10:30-10:50 Contributed Talk

Non-marginal feature screening for varying coefficient competing risks model

Bing Tian
2 10:50-11:10 10:50-11:10 Contributed Talk

A covariate-driven beta-binomial integer-valued GARCH-type models for bounded counts with an application

Huaping Chen
3 11:10-11:30 11:10-11:30 Contributed Talk

Robust estimation of large factor models for tensor-valued time series

Lingxiao Li
4 11:30-11:50 11:30-11:50 Contributed Talk

Automatic Change-Point Detection in Time Series via Deep Learning

Jie Li London School of Economics

Meeting Room No.16 (UTC+8) 2023-07-13 Local Time

08:30-10:10 (UTC+8) 08:30-10:10 Local Time | Contributed Session 20
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 08:30-08:50 08:30-08:50 Contributed Talk

Inference for ultra-high dimensional quasi-likelihood models

Xuejun Jiang
2 08:50-09:10 08:50-09:10 Contributed Talk

Simultaneous Statistical Inference for Second Order Parameters of Time Series under Weak Conditions

Yunyi Zhang
3 09:10-09:30 09:10-09:30 Contributed Talk

covariance test for discretely observed functional data

Yang Zhou
4 09:50-10:10 09:50-10:10 Contributed Talk

Estimation of Linear Functionals in High Dimensional Linear Models: From Sparsity to Non-sparsity

Junlong Zhao
10:30-12:10 (UTC+8) 10:30-12:10 Local Time | Memorial Session for Late Professor Tse Lai
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 10:30-10:50 10:30-10:50 Invited Talk

TBC

NGAI HANG CHAN City University of Hong Kong
2 10:50-11:10 10:50-11:10 Invited Talk

TBC

Cun-Hui Zhang Rutgers University
3 11:10-11:30 11:10-11:30 Invited Talk

Professor Lai’s Contributions to Biopharmaceutical Industry and Regulatory Science

Jie Chen ECR Global
4 11:30-12:10 11:30-12:10 Comment

Open Forum Attribution by Audience

Meeting Room No.18 (UTC+8) 2023-07-13 Local Time

08:30-10:10 (UTC+8) 08:30-10:10 Local Time | Contributed Session 21
President:
NO. Beijing Time (UTC+8) Local Time Type Presentation Topic Speaker Affiliation / Organization
1 08:30-08:50 08:30-08:50 Contributed Talk

Testing Homogeneity in High Dimensional Data through Random Projections

Tao Qiu
2 08:50-09:10 08:50-09:10 Contributed Talk

A Unified Generalization of Inverse Regression Via Adaptive Column Selection

Yin Jin
3 09:10-09:30 09:10-09:30 Contributed Talk

Semi-Distance Correlation and Its Applications

Zhuoxi Li
4 09:30-09:50 09:30-09:50 Contributed Talk

Weak approximation of nonlinear filtering for multiscale McKean-Vlasov stochastic systems

Huijie Qiao
5 09:50-10:10 09:50-10:10 Contributed Talk

Weighted residual empirical processes, martingale transformations, and model checking for regressions

Falong Tan