List of Invited Speakers: Overseas
Mohammad Arashi, Professor, Department of Mathematical Sciences, Ferdowsi University of Mashhad, IRAN.
Title: High-Dimensional Regression Analysis with Machine Learning
Tai-Been Chen , Guest Professor, Department of Radiological Technology, Teikyo University, Japan
Title: Deep Learning Applications in Chest X-Ray Classification, CT Liver Tumors Segmentation, and Detection of Stenosis on X‐ray Coronary AngiographyYong Chen, Professor, Department of Biostatistics, University of Pennsylvania, U.S.A.
Title: Real-World Effectiveness of BNT162b2 Against Infection in Children: Causal Inference Under Misclassification In Treatment StatusI-Ming Chiu, Associate Professor, Department of Economics, Rutgers University-Camden, U.S.A.
Title: Predicting Adolescent Depression in the U.S. using a Two-Layered Ensemble Machine Learning ApproachDianliang Deng, Professor, Department of Mathematics & Statistics, University of Regina
Title: Adaptive Aggregation For Longitudinal Quantile Regression Based On Censored History ProcessLih-Yuan Deng, Professor, Department of Mathematical Sciences, University of Memphis
Title: Big Data Model Building using Dimension Reduction and Sample SelectionTakeshi Emura, Professor, Research Center for Medical and Health Data Science, the Institute of Statistical Mathematics, Tokyo
Title: Survival Prognostic Analysis with Copula-Graphic Estimator for Dependent CensoringKyoji Furukawa, Professor, Biostatistics Center, Kurume University, Japan
Title: Statistical Challenges in Radiation Risk Assessment- Il Do Ha, Department of Statistics & data Science, Pukyong National University, South Korea
Title: Deep Neural Networks for Frailty Models with Clustered Survival Data - Fushing Hsieh, Professor, Department of Statistics, University of California, Davis, U.S.A.
Title: Data intelligence vs A.I. Ying Hung, Professor, Department of Statistics, Rutgers, the State University of New Jersey, U.S.A.
Title: Analysis and Uncertainty Quantification of Digital TwinsZhezhen Jin., Professor, Department of Biostatistics, University of Columbia, U.S.A.
Title: Semiparametric Statistical Methods For The Analysis of Biomedical DataMing-Hung Kao, Associate Professor, School of Mathematical and Statistical Sciences, Arizona State University, U.S.A.
Title: Optimal Study Designs for Sparse Functional Data AnalysisJong-Min Kim, Statistics Discipline, Division of Science and Mathematics, University of Minnesota-Morris, Morris, MN, USA
Title: Change Point Detection For The Intraday Volatility Using Functional Arch And Conditional CopulaSamuel Kou, Professor and Chair, Department of Statistics, University of Harvard, U.S.A.
Title: Statistical Inference of Dynamic Systems via Manifold-constrained Gaussian ProcessesVictor Hugo Lachos, Professor, Department of Statistics, University of Connecticut, U.S.A.
Title: Heckman Selection Contaminated Normal Model: Parameter Estimation Via The Em-algorithmMei-Ling Ting Lee, Professor, Department of Epidemiology and Biostatistics, University of Maryland, College Park, U.S.A.
Title: Neural Network Extension of Threshold Regression for Event-time DataJialiang Li, Professor, Department of Statistics & Data Science, National University of Singapore
Title: Efficient Auxiliary Information Synthesis For Cure Rate ModelDongdong Li, Professor, Instructor, Department of Population Medicine, Harvard Medical School
Title: Evaluating Association Between Two Event Times with Observations Subject to Informative Censoring Instructor with Dept of Population Medicine at Harvard Medical SchoolQian Helen Li, Independent Consultant, StatsVita, LLC, U.S.A.
Title: Extending the Use of Adaptive Design Beyond Sample Size Re-estimationDennis KJ Lin, Distinguished Professor and Department Chair, Department of Statistics, Purdue University, U.S.A.
Title: AI, BI & SI—Artificial, Biological and Statistical IntelligenceFeng-Chang Lin, Professor, Department of Biostatistics, University of North Carolina at Chapel Hill, U.S.A.
Title: Maximum Likelihood Estimation of the Silent Hypnozoite Carriage in a Malaria Randomized Clinical TrialW.Y. Wendy Lou, Professor, Dalla Lana School of Public Health, University of Toronto, Canada
Title: Fusion Clustering for Multi-Source Longitudinal DataHans-Georg Müller, Professor, Department of Statistics, University of California, Davis, U.S.A.
Title: Quantifying Variation for Random Objects Via Distance ProlesNaitee Ting, Director of Clinical Data Scientist Expert, Biostatistics and Data Sciences, Boehringer Ingelheim Pharmaceuticals, Inc.
Title: New Drug Development and Dose FindingNing Ning, Assistant Professor, Department of Statistics, University of Texas A&M, U.S.A.
Title: Advancements in Online Learning for High-Dimensional Spatiotemporal ModelsFabrizio Ruggeri, Senior Fellow, Institute of Applied Mathematics and Information Technology, Italian National Research Council
Title: Recent Advances in Adversarial Risk AnalysisJianxin Shi, Senior Investigator, Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, U.S.A.
Title: Estimating Overall Fraction Of Phenotypic Variance Attributed To Predictors Measured With ErrorChih-Li Sung, Assistant Professor, Department of Statistics and Probability, Michigan State University, U.S.A.
Title: Stacking Designs: Designing Multi-fidelity Computer Experiments With Target Predictive AccuracyGeorge C. Tseng, Professor and Vice Chair for Research, Department of Biostatistics, University of Pittsburgh, U.S.A.
Title: Outcome-guided Disease Subtyping by Generative Model and Weighted Joint Likelihood in Omics ApplicationsJung-Ying Tzeng, Professor, North Carolina State University, Department of Statistics and Bioinformatics Research Center
Title: Transfer Learning with False Negative Control Improves Polygenic Risk Prediction
Andrei Volodin, Professor, Department of Mathematics & Statistics, University of Regina
Title: Statistical Inference for The Ratio of Medians of Two Lognormal Distributions- Jane-Ling Wang, Distinguished Professor, Department of Statistics, University of California, Davis, U.S.A.
Title: Deep Learning for Censored Survival Data - Liqun Wang , Professor, Department of Statistics, University of Manitoba, Canada
Title: Regularized Estimation of Covariance Matrix in High-dimensional Models - Naisyin Wang, Professor, Department of Statistics, University of Michigan, U.S.A.
Title: Utilizing Synthetic Components To Balance Privacy Protection And Data Utility - Xiao Wang , Professor and Interim Head of Statistics, Department of Statistics, College of Science, Purdue University, U.S.A.
Title: Efficient Multi-modal Sampling Via Tempered Distribution Flow - Yu-Bo Wang, Assistant Professor, Department of Mathematical and Statistical Sciences, Clemson University
Title: Sighr: Side Information Guided High-dimensional Regression William W.S. Wei, Professor, Statistics, Operations, and Data Science, Temple University, U.S.A.
Title: Issues on Time Series Analysis and ApplicationsWeng Kee Wong, Professor, Department of Biostatistics, University of California, Los Angeles, U.S.A.
Title: Optimal Exact Designs for Small Studies in Toxicology with Applications to Hormesis via MetaheuristicsQiwei Yao, Professor, Department of Statistics, London School of Economics and Political Scoence
Title: Autoregressive Networks with Stylized FeaturesArthur B. Yeh, Professor, Department of Applied Statistics and Operations Research, Bowling Green State University, U.S.A.
Title: On Monitoring and Post-Detection Diagnostics of Correlated Quality Variables of Different TypesHua Zhou, Professor, Department of Biostatistics, University of California, Los Angeles, U.S.A.
Title: Scalable and Robust Censored Linear Regression With Applications To Biobank StudiesJin Zhou, Associate Professor, Department of Biostatistics, University of California, Los Angeles
Title: Scalable And Robust Joint Models for Longitudinal And Survival Outcomes
List of Invited Speakers: Taiwan
- Chih-Hao Chang, Associate Professor, Department of Statistics, National Chengchi University
Title: Application of Machine Learning Techniques in Threshold Regression Modeling - Chung Chang, Professor, Department of Applied Mathematics, National Sun Yat-sen University
Title: Heavy-tailed Distribution For Combining Dependent P-values With Asymptotic Robustness - Hsin-Wen Chang, Associate Research Fellow, Institute of Statistical Sciences, Academia Sinica
Title: Bivariate Analysis of Distribution Functions Under Biased Sampling - Ming-Chung Chang, Associate Research Fellow, Institute of Statistical Science, Academia Sinica
Title: Orthogonalized Moment Aberration for Multi-Stratum Factorial Designs - Yu-Wei Chang, Assistant Professor, Department of Statistics, National Chengchi University
Title: Bayesian Inference With Spike-and-slab Priors For Differential Item Functioning Detection In A Multiple-group Irt Tree Model - Jeng-Huei Chen, Associate Professor, Department of Mathematical Sciences, National Chengchi University
Title: A Big-data Based Model Of Chronic Kidney Disease And Its Applications - Ting-Li Chen, Associate Research Fellow, Institute of Statistical Science, Academia Sinica
Title: Multiscale Major Factor Selections For Complex System Data With Structural Dependency And Heterogeneity - Li-Hsin Chien, Assistant Professor, Department of Applied Mathematics, Chung Yuan Christian University
Title: Developing And Validating Absolute Risk Prediction Models For Breast Cancer In Taiwan With Synthesized Data From Multiple Sources - Pei-Ting Chou, Associate Professor, Department of Statistics, National Chengchi University
Title: Unveiling the Power of Dimension Reduction in Neural Networks - Tsai-Hung Fan, Professor, Graduate Institute of Statistics, National Central University
Title: General Random-Effects Trend Renewal Processes with Applications - Wan-Yuo Guo, Professor, Department of Radiology, Taipei Veterans General Hospital
Title: The Journey of Imaging AI: From Data Governance to Clinical Implementation - Hsiang-Ling Hsu, Associate Professor, Institute of Statistics, National University of Kaohsiung
Title: Optimal Designs with Multiple Correlated Responses for Experiments with Mixtures - Wei-Hang Huang, Associate Professor, Department of Statistics, Feng Chia University
Title: The Performance of S Control Charts for the Lognormal Distribution with Estimated Parameters - Rachel Huang , Professor, Department of Finance, National Central University
Title: Hedge Funds Performance: Are Crypto Hedge Funds the Rising Star? - Shih-Feng Huang, Professor, Graduate Institute of Statistics, National Central University
Title: Hysteretic Multivariate Bayesian Structural GARCH Model with Soft Information - Guan-Hua Huang, Professor and Chair, Institute of Statistics, National Yang Ming Chiao Tung University
Title: Automated Convolutional Neural Network And Transformer For Multi-class Classification Of Three-dimensional Brain Images - Li-Shan Huang, Chairperson, Institute of Statistics, National Tsing Hua University
Title: Promotion Time Cure Model with Local Polynomial Estimation - Ming-Yueh Huang, Associate Research Fellow, Institute of Statistical Sciences, Academia Sinica
Title: Improved Estimation Under Proportional Rates Model For Recurrent Events Data - Su-Yun Huang , Research Fellow, Institute of Statistical Sciences, Academia Sinica
Title: A Geometric Algorithm for Contrastive PCA in High Dimension - Ci-Ren Jiang, Associate Professor, Institute of Statistics and Data Science, National Taiwan University
Title: Eigen-adjusted FPCA - Chang-Yun Lin, Professor, Institute of Statistics, National Chung Hsing University
Title: Design Construction And Model Selection For Small Mixture-process Variable (MPV) Experiments With High-dimensional Model Term - Ming-Che Lu, Assistant Professor, Department of Technology, Chaoyang University
Title: Pollution Concentration Monitoring Using a New Birnbaum-Saunders Control Chart - Frederick Kin Hing Phoa, Research Fellow, Institute of Statistical Science, Academia Sinica
Title: An Efficient Approach for Identifying Important Biomarkers for Biomedical Diagnosis - Jia-Han Shih, Assistant Professor, Department of Applied Mathematics, National Sun Yat-sen University
Title: A Class Of Regression Association Measure Based On Concordance - Cheng-Yu Sun, Assistant Professor, Institute of Statistics, National Tsing Hua University
Title: Space-Filling Regular Designs under a Minimum Aberration-Type Criterion - Li-Hsien Sun, Associate Professor, Department of Statistics, National Central University
Title: Interval-Based Time Series Analysis: Detecting Structural Shifts and Change-Point Estimation - An-Shun Tai, Assistant Professor, Department of Statistics, National Cheng Kung University Department of Statistics
Title: Robust and Flexible High-Dimensional Causal Mediation Model for DNA Methylation Studies - Yen-Lung Tsai, Dean , Office of Student Affairs, National Chengchi University
Title: Contrastive Learning for Time Series Data: Predicting Stock Price Movements - Hsiuying Wang, Professor , Institute of Statistics, National Yang Ming Chiao Tung University
Title: Tolerance Interval for COVID-19 Data Prediction - Hsin-Chieh Wong, Assistant Professor, Department of Statistics, National Taipei University
Title: Valid Post-Averaging Inference in AR-G/GARCH Models - I-Tang Yu, Professor, Department of Statistics, Tung Hai University
Title: Increment Degradation Model: A Bayesian Perspective
