2023 International Conference for Statistics and Data Science, Taipei, Taiwan

Date

July 12^th (Wed.) ~ 13^th (Thu.)

Venue

HSS

International Conference Hall & 2nd Conference Room (3F),
Humanities and Social Sciences Building
人文館國際會議廳、第二會議室

AC

2nd Conference Room (2F),
Activity Center
活動中心第二會議室

Academia Sinica, Taipei, Taiwan

Program

WED.	July 12^th
07:30-08:00	Registration
08:00-08:10	HSS International Conference Hall (人文館國際會議廳) Opening Remarks Hsin-Chou Yang, Research Fellow 楊欣洲新任所長 Zhezhen Jin, Professor, ICSA Past-President 金哲振教授
08:10-09:00	Keynote 1 Topic: Statistical Learning Chair Chun-houh Chen, Research fellow 陳君厚研究員 Ker-Chau Li, Distinguished research fellow 李克昭院士 Designed logic lucidity: Enhance neural network explainability via the concept of statistical molding
09:00-09:10	Break
09:10-10:00	Keynote 2 Topic: Genomic Statistics Chair Henry HS Lu, Distinguished Professor 盧鴻興特聘教授 Xihong Lin, Elected Member of National Academy of Sciences, Professor and Former Chair 林希虹院士 Ensemble methods for testing a global null with applications to whole genome sequencing studies
10:00-10:30	Break
10:30-12:00 (Parallel)	Explainable AI HSS International Conference Hall (人文館國際會議廳) Session A1 Chiar Yuh-Jye Lee, Professor 李育杰教授 Shaw-Hwa Lo, Professor 羅小華教授 A Novel Approach to Adopt Explainable Artificial Intelligence in X ray Image Classification Inchi Hu, Professor 胡膺期教授 From I-score, a model-free feature selection statistic, to explainable AI Jacky CH Wu, Postdoctoral Research Fellow 吳崇豪博士後研究員 Test-Fairness Deep Learning with Influence Score	Machine Learning HSS 2nd Conference Room (人文館第2會議室) Session B1 Chair Nan-Jung Hsu, Professor 徐南蓉教授 Grace Y. Yi, Professor Graphical proportional hazards measurement error models Wenqing He, Professor 何文清教授 Dynamic Tilted Current Correlation for High-Dimensional Variable Screening Cheng-Te Li, Professor 李政德教授 Towards Trustworthy Graph Machine Learning	Biomedical Designs and Clinical Studies AC 2nd Conference Room (活動中心第2會議室) Session C1 Chair Pi-Wen Tsai, Professor 蔡碧紋教授 J. Jack Lee, Professor Model-Assisted Designs for Dose Optimization in Oncology Drug Development Chin-Fu Hsiao, Investigator 蕭金福研究員 Balancing Efficacy and Toxicity by Constrained Q-learning in Multi-Decision Stage Hsiao-Hui Tsou, Associate Investigator 鄒小蕙副研究員 Statistical Considerations on Complex Innovative Design in Clinical Trials
12:00-13:20	Luncheon
13:20-14:50 (Parallel)	Biomedical Data Science HSS International Conference Hall (人文館國際會議廳) Session A2 Chair Jun Zhao, ICSA Executive Director; Senior Director Mei-Ling Ting Lee, Professor 丁美齡教授 First-hitting-time Threshold Regression in the Data Science Era Zhezhen Jin, ICSA Past-President, Professor Statistical issues and challenges in biomedical studies Chia-Hui Huang, Associate Professor 黃佳慧副教授 Modeling multiple type count data with dependent observation times: An application to skin cancer prevention study	Statistical Learning HSS 2nd Conference Room (人文館第2會議室) Session B2 Chair Tsai-Hung Fan, Distinguished Professor 樊采虹特聘教授 Xingqiu Zhao, Professor 趙興球教授 Deep Nonparametric Inference for Conditional Hazard Function Su-Yun Huang, Research Fellow 陳素雲研究員 Robust Semi-parametric PCA Shao-Hsuan Wang, Assistant Professor 王紹宣助理教授 Mixed-type Multivariate Bayesian Sparse Variable Selection with Shrinkage Priors	Experimental Designs AC 2nd Conference Room (活動中心第2會議室) Session C2 Chair Su-Fen Yang, Distinguished Professor and Chairman 楊素芬特聘教授 Weng Kee Wong, Professor An Overview of Metaheuristic Algorithms with a focus on Particle Swarm Optimization for Searching Efficient Experimental Designs I-Chen Lee, Associate Professor, 李宜真副教授 Minimax Designs for Accelerated Life Tests Cheng-Yu Sun, Assistant Professor 孫誠佑助理教授 Geometric orthogonal arrays: a new class of space-filling designs stratifying on grids of various dimensions
14:50-15:10	Break
15:10-17:10 (Parallel)	Special Memorial Session to Celebrate Life of Professor Tze Leung Lai HSS International Conference Hall (人文館國際會議廳) Session A3 Chair Chao A. Hsiung, Honorary Investigator 熊昭名譽研究員 I-Shou Chang, Investigator Emeritus 張憶壽名譽研究員 Development and validation of absolute risk prediction models for lung cancer screening in Taiwan: synthesizing multiple data sources Cheng-Der Fuh, Professor 傅承德教授 Change Point Detection in Hidden Markov Models I-Ping Tu, Research Fellow 杜憶萍研究員 A Robust Empirical Bayesian Model for Weighted Linear Regression: Application to Cryo-EM Analysis Short remarks by Inchi Hu, Shaw-Hwa Lo, Weng Kee Wong and Yi-Ching Yao.	Statistics and Applications HSS 2nd Conference Room (人文館第2會議室) Session B3 Chair Chu-Pin Lo, Associate Professor and Chair 羅主斌副教授 Xinping Cui, Professor and Chair Learning Interactions in Reaction Diffusion Equations by Neural Networks Ting-Li Chen, Associate Research Fellow 陳定立副研究員 Variable selection via information gain Wei-Ying Wu, Associate Professor and Chair 吳韋瑩副教授兼系主任 Regularized Nonlinear Regression with Dependent Errors and its Application to a Biomechanical Model Qiang Fu, Associate Professor & Yushu Zhu, Assistant Professor Modified Poisson Mixture Regression of Urban Violent Victimization in the United States	Data Science and Applications AC 2nd Conference Room (活動中心第2會議室) Session C3 Chair Ie-Bin Lian, Distinguished Professor 連怡斌特聘教授 Chung-Chou Joyce Chang, Professor Doubly robust patient-specific treatment effect estimation for time-to-event outcome with competing risks Guan-Hua Huang, Professor and Director 黃冠華教授兼所長 Deep learning-based object detection approaches for common thorax disease detection in chest X-rays images Yi-Ting Hwang, Professor 黃怡婷教授 B-Spline Modeling of Inertial Measurements for Evaluating Stroke Rehabilitation Effectiveness Hsin-Hsiung Bill Huang, Associate Professor 黃信雄副教授 Bayesian ultrahigh dimensional variable selection for mixed-type multivariate responses and Bayesian regression models for spatiotemporal data
17:30-	Reception Institute of Statistical Science, Academia Sinica 中研院統計所

Thur.	July 13^th
07:30-08:00	Registration
08:00-08:10	HSS International Conference Hall (人文館國際會議廳) Opening Remarks Henry HS Lu,Distinguished Professor 盧鴻興特聘教授 Jun Zhao,ICSA Executive Director; Senior Director
08:10-09:00	Keynote 1 Topic: Dynamic Dimension Reduction Chair Ching-Kang Ing, Distinguished Professor 銀慶剛特聘教授 Ruey S. Tsay, H.G.B. Alexander Professor of Econometrics and Statistics Emeritus 蔡瑞胸院士 Supervised Dynamic PCA
09:00-09:10	Break
09:10-10:00	Keynote 2 Topic: Modern Bayesian Inference Chair Wen-Han Hwang, Professor 黃文瀚教授 Samuel Kou, Professor and Chair 寇星昌教授 Catalytic Prior Distributions for Bayesian Inference
10:00-10:30	Break
10:30-12:00 (Parallel)	Data Science and Applications HSS International Conference Hall (人文館國際會議廳) Session A4 Chair Ben-Chang Shia, Professor 謝邦昌副校長 Dennis KJ Lin, Distinguished Professor and Chair 林共進特聘教授 Data is power—The role of Modern Data Science in Industrial Statistics Chien-Yu Peng, Associate Research Fellow 彭健育副研究員 Optimum Test Planning for Heterogeneous Inverse Gaussian Processes Shih-Feng Huang, Professor 黃士峰教授 Forecasting of High-resolution Electricity Consumption with Stochastic Climatic Covariates via a Functional Time Series Approach	Survival and Causal Analysis HSS 2nd Conference Room (人文館第2會議室) Session B4 Chair Li-yu Daisy Liu, Professor 劉力瑜教授 Gary Chan, Professor Survival effect of colorectal cancer screening Yen-Tsung Huang, Research Fellow 黃彥棕研究員 Separable effects under semicompeting risks Hung-Ching Chang, Ph.D. Student High-Dimensional Causal Mediation Analysis by Partial Sum Statistic and Split-Sample Strategy in Radiogenomics Study	Modern Time Series and Applications AC 2nd Conference Room (活動中心第2會議室) Session C4 Chair Cathy WS Chen, Distinguished Professor 陳婉淑特聘教授 Shinpei Imori, Associate Professor Weighted orthogonal greedy algorithm for prediction under covariate shift Chien-Tong Lin, Assistant Professor 林建同助理教授 High-Dimensional Model Selection via Chebyshev’s Greedy Algorithm Hai-Tang Chiou, Assistant Professor 邱海唐助理教授 Feature selection for high-dimensional heteroscedastic regression and its application to root cause analysis with manufacturing data
12:00-13:20	Luncheon
13:20-14:50 (Parallel)	Modern Biostatistics HSS International Conference Hall (人文館國際會議廳) Session A5 Chair Shwu-Rong Grace Shieh, Research Fellow 謝叔蓉研究員 Ying Qing Chen, Professor Measuring Surrogacy of Candidate Biomarkers in Clinical Research Li-Shan Huang, Professor and Director 黃禮珊教授兼所長 On Local Correlation and Partial Correlation for Measuring Strength of Local Linearity Szu-Chi Chung, Assistant Professor 鍾思齊助理教授 Exploring the conformational landscape of cryo-EM using a density-aware path-finding algorithm	Casual and Survival Analysis HSS 2nd Conference Room (人文館第2會議室) Session B5 Chair Pei-Fang Su, Professor 蘇佩芳教授 Yu Cheng, Professor and Chair Nonparametric Estimation of Subgroup Mediation Effects with Semi-Competing Risks Data An-Shun Tai, Assistant Professor 戴安順助理教授 Robust semiparametric estimation of average causal effects in Mendelian randomization under an intermediate variable intervention Hsin-wen Chang, Associate Research Fellow 張馨文副研究員 Concurrent functional linear regression via plug-in empirical likelihood	Data Science and Applications AC 2nd Conference Room (活動中心第2會議室) Session C5 Chair Henghsiu Tsai , Research Fellow 蔡恆修研究員 Wei-Wen Hsu, Associate Professor A Novel Exponential Loss Function for Multi-class Classification for Complex Imbalanced Data Chang-Yun Lin, Professor 林長鋆教授 Multiresponse surface methodology for hyperparameter tuning to optimize multiple performance measures of statistical and machine learning algorithms Shuo-Chieh Huang, Ph.D. Student Scalable High-Dimensional Multivariate Linear Regression for Feature-Distributed Data
14:50-15:10	Break
15:10-16:40 (Parallel)	Modern Biostatistics HSS International Conference Hall (人文館國際會議廳) Session A6 Chair Hsin-Chou Yang, Research Fellow 楊欣洲研究員 Seik Soon Khor, Project Researcher Decoding the Genetic Puzzle: Unravelling HLA & KIR Association with complex diseases Sungho Won, Professor Role of an unclassified Lachnospiraceae in the pathogenesis of type 2 diabetes: a longitudinal study of the urine microbiome and metabolites Chao-Yu Guo, Professor 郭炤裕教授 When a Biostatistician Meets Machine Learning	Statistics and Data Science HSS 2nd Conference Room (人文館第2會議室) Session B6 Chair Heng-Hui Lue , Professor 呂恒輝教授 Chuan-Fa Tang, Assistant Professor 湯泉發助理教授 Ordinal Dominance Curve and Uniform Stochastic Orderings with Survival Data Yen-Chi Chen, Assistant Professor Skeleton Clustering and Regression Chun-Hao Yang, Assistant Professor 楊鈞澔助理教授 Nested Grassmannians for dimensionality reduction with applications	Data Science and Statistics AC 2nd Conference Room (活動中心第2會議室) Session C6 Chair Chien-Tai Lin, Professor 林千代教授 Ying Hung, Professor 洪瑛教授 Functional-Input Gaussian Processes with Applications to Inverse Scattering Problems Keunbaik Lee, Professor Multivariate Probit Linear Mixed Models for Multivariate Longitudinal Binary Data Ray-Bing Chen, Professor 陳瑞彬教授 Category Tree Gaussian Process for Computer Experiments with Many-Category Qualitative Factors and Application to Cooling System Design
17:30-	Banquet Inside the Sinica campus (By invitation only) 北雲餐廳（中研院店）