YW
Yichao Wu
stat.MEmath.STstat.THcs.AIstat.APcs.IRModels, Statisticalsolution pathstat.MLSVM
On Valency
published · living versionsW_yvq4qvk3·v1 · currentpublished
Preprints & journals
73 papers in the corpus · 2008–2026Shattering the Autoregressive Curse: Dynamic Epistemic Entropy Orchestrated Erasable Reinforcement Learning for LLMs2606.17735v1 · Ziliang Wang, Kang An, Faqiang Qian et al.2026 · 0 citationsarXiv
Early Diagnosis of Wasted Computation in Multi-Agent LLM Systems via Failure-Aware Observability2606.01365v2 · Xianyou Li, Weiran Yan, Yichao Wu et al.2026 · 1 citationarXiv
Recursive Multi-Agent Trading System: Iterative Optimized Portfolio Strategy Under Geopolitical Uncertainty2605.25311v2 · Jing Yang, Yichao Wu, Jianan Liu et al.2026 · 0 citationsarXiv
Architecture Matters More Than Scale: A Comparative Study of Retrieval and Memory Augmentation for Financial QA Under SME Compute Constraints2604.17979v2 · Jianan Liu, Jing Yang, Xianyou Li et al.2026 · 5 citationsarXiv
SELF-EMO: Emotional Self-Evolution from Recognition to Consistent Expression2604.18003v1 · Shaowei Zhang, Faqiang Qian, Yan Chen et al.2026 · 0 citationsarXiv
Variable Selection in Functional Linear Quantile Regression for Identifying Associations between Daily Patterns of Physical Activity and Cognitive Function2603.22540v1 · Yuanzhen Yue, Stella Self, Yichao Wu et al.2026 · 0 citationsarXiv
TA-Mem: Tool-Augmented Autonomous Memory Retrieval for LLM in Long-Term Conversational QA2603.09297v1 · Mengwei Yuan, Jianan Liu, Jing Yang et al.2026 · 1 citationarXiv
Tiny-Critic RAG: Empowering Agentic Fallback with Parameter-Efficient Small Language Models2603.00846v1 · Yichao Wu, Penghao Liang, Yafei Xiang et al.2026 · 0 citationsarXiv
DynaRAG: Bridging Static and Dynamic Knowledge in Retrieval-Augmented Generation2603.18012v1 · Penghao Liang, Mengwei Yuan, Jianan Liu et al.2026 · 4 citationsarXiv
Variable selection in functional linear Cox model.41837306 · Yue, Yuanzhen, Self, Stella, Wu, Yichao et al.2026 · 0 citationsBiometrics. 2026;82(1)
Quadratic Formula-based Nonlinear Approximation2512.06246v1 · Ziqin He, Can Chen, Min Hyung Cho et al.2025 · 0 citationsarXiv
Basis Choices for Frequency Domain Statistical Independence Tests and Algorithms for Algebraic Relation Extraction2512.01963v1 · Juan Shi, Wenbo Wang, Wan Zhang et al.2025 · 0 citationsarXiv
Feasibility and acceptability of contingency management and problem-solving therapy intervention for enhancing alcohol abstinence: a single-arm, mixed methods pilot clinical trial.40829841 · Hallihan, Hagar, Lee, Sangeun, Rospenda, Kathleen M et al.2025 · 1 citationBMJ open. 2025;15(8):e098691
Functional Multivariable Logistic Regression With an Application to HIV Viral Suppression Prediction.38966906 · Guo, Siyuan, Zhang, Jiajia, Wu, Yichao et al.2024 · 2 citationsBiometrical journal. Biometrische Zeitschrift. 2024;66(5):e202300081
Emerging Synergies Between Large Language Models and Machine Learning in Ecommerce Recommendations2403.02760v2 · Xiaonan Xu, Yichao Wu, Penghao Liang et al.2024 · 0 citationsarXiv
Disrupted excitation-inhibition balance in cognitively normal individuals at risk of Alzheimer's disease.37662359 · Fortel, Igor, Zhan, Liang, Ajilore, Olusola et al.2023 · 27 citationsbioRxiv : the preprint server for biology. 2023
Associations between daily step count trajectories and clinical outcomes among adults with comorbid obesity and depression.37206660 · Kringle, Emily A, Tucker, Danielle, Wu, Yichao et al.2024 · 4 citationsMental health and physical activity. 2023;24
Affective neural circuits and inflammatory markers linked to depression and anxiety symptoms in patients with comorbid obesity.36764197 · Hallihan, Hagar, Tsai, Perry, Lv, Nan et al.2023 · 8 citationsJournal of psychiatric research. 2023;160:9-18
Associations between fecal short-chain fatty acids, plasma inflammatory cytokines, and dietary markers with depression and anxiety: Post hoc analysis of the ENGAGE-2 pilot trial.36796440 · Burton, Tristesse Cj, Lv, Nan, Tsai, Perry et al.2023 · 26 citationsThe American journal of clinical nutrition. 2023;117(4):717-730
Inferring excitation-inhibition dynamics using a maximum entropy model unifying brain structure and function.35733430 · Fortel, Igor, Butler, Mitchell, Korthauer, Laura E et al.2024 · 16 citationsNetwork neuroscience (Cambridge, Mass.). 2022;6(2):420-444
Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs.35387382 · Meng, Zihang, Mukherjee, Lopamudra, Wu, Yichao et al.2026 · 0 citationsAdvances in neural information processing systems. 2021;34:29129-29141
Modulation of locomotor behaviors by location-specific epileptic spiking and seizures.33309429 · Geraghty, Joseph R, Senador, Danielle, Maharathi, Biswajit et al.2021 · 8 citationsEpilepsy & behavior : E&B. 2021;114(Pt A):107652
A backward procedure for change-point detection with applications to copy number variation detection1812.10107v2 · Seung Jun Shin, Yichao Wu, Ning Hao2018 · 8 citationsarXiv
Independence screening for high dimensional nonlinear additive ODE models with applications to dynamic gene regulatory networks.29722041 · Xue, Hongqi, Wu, Shuang, Wu, Yichao et al.2019 · 3 citationsStatistics in medicine. 2018;37(17):2630-2644
Nonparametric Independence Screening via Favored Smoothing Bandwidth1711.10411v1 · Yang Feng, Yichao Wu, Leonard Stefanski2017 · 8 citationsJournal of Statistical Planning and Inference Volume 197, December 2018, Pages 1-14
The Robust EM-type Algorithms for Log-concave Mixtures of Regression Models.28947841 · Hu, Hao, Yao, Weixin, Wu, Yichao2020 · 14 citationsComputational statistics & data analysis. 2017;111:14-26
Principal weighted support vector machines for sufficient dimension reduction in binary classification.29430027 · Shin, Seung Jun, Wu, Yichao, Zhang, Hao Helen et al.2024 · 28 citationsBiometrika. 2017;104(1):67-81
Variable Selection in Kernel Regression Using Measurement Error Selection Likelihoods.29628539 · White, Kyle R, Stefanski, Leonard A, Wu, Yichao2019 · 12 citationsJournal of the American Statistical Association. 2017;112(520):1587-1597
Maximum likelihood estimation of the mixture of log-concave densities.27065505 · Hu, Hao, Wu, Yichao, Yao, Weixin2020 · 12 citationsComputational statistics & data analysis. 2016;101:137-147
On Quantile Regression in Reproducing Kernel Hilbert Spaces with Data Sparsity Constraint.27134575 · Zhang, Chong, Liu, Yufeng, Wu, Yichao2020 · 23 citationsJournal of machine learning research : JMLR. 2016;17(40):1-45
A Consistent Information Criterion for Support Vector Machines in Diverging Model Spaces.27239164 · Zhang, Xiang, Wu, Yichao, Wang, Lan et al.2020 · 19 citationsJournal of machine learning research : JMLR. 2016;17(16):1-26
LOCAL INDEPENDENCE FEATURE SCREENING FOR NONPARAMETRIC AND SEMIPARAMETRIC MODELS BY MARGINAL EMPIRICAL LIKELIHOOD.27242388 · Chang, Jinyuan, Tang, Cheng Yong, Wu, Yichao2024 · 40 citationsAnnals of statistics. 2016;44(2):515-539
ConvexLAR: An Extension of Least Angle Regression.27114697 · Xiao, Wei, Wu, Yichao, Zhou, Hua2022 · 12 citationsJournal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 2015;24(3):603-626
Automatic structure recovery for additive models.26146407 · Wu, Yichao, Stefanski, Leonard A2019 · 22 citationsBiometrika. 2015;102(2):381-395
Effective dimension reduction for sparse functional data.26566293 · Yao, F, Lei, E, Wu, Y2019 · 37 citationsBiometrika. 2015;102(2):421-437
Parametrically guided estimation in nonparametric varying coefficient models with quasi-likelihood.26146469 · Davenport, Clemontina A, Maity, Arnab, Wu, Yichao2020 · 2 citationsJournal of nonparametric statistics. 2015;27(2):195-213
Domain selection for the varying coefficient model via local polynomial regression.25506112 · Kong, Dehan, Bondell, Howard, Wu, Yichao2025 · 8 citationsComputational statistics & data analysis. 2015;83:236-250
Variable Selection for Support Vector Machines in Moderately High Dimensions.26778916 · Zhang, Xiang, Wu, Yichao, Wang, Lan et al.2020 · 87 citationsJournal of the Royal Statistical Society. Series B, Statistical methodology. 2016;78(1):53-76
Homogeneity Pursuit.26085701 · Ke, Tracy, Fan, Jianqing, Wu, Yichao2019 · 124 citationsJournal of the American Statistical Association. 2015;110(509):175-194
IsoDOT Detects Differential RNA-isoform Expression/Usage with respect to a Categorical or Continuous Covariate with High Sensitivity and Specificity.26617424 · Sun, Wei, Liu, Yufeng, Crowley, James J et al.2019 · 11 citationsJournal of the American Statistical Association. 2015;110(511):975-986
Variable Selection for Sparse High-Dimensional Nonlinear Regression Models by Combining Nonnegative Garrote and Sure Independence Screening.25170239 · Wu, Shuang, Xue, Hongqi, Wu, Yichao et al.2024 · 13 citationsStatistica Sinica. 2014;24(3):1365-1387
Probability-enhanced sufficient dimension reduction for binary classification.24779683 · Shin, Seung Jun, Wu, Yichao, Zhang, Hao Helen et al.2016 · 27 citationsBiometrics. 2014;70(3):546-55
Two-Dimensional Solution Surface for Weighted Support Vector Machines.24955001 · Shin, Seung Jun, Wu, Yichao, Zhang, Hao Helen2024 · 10 citationsJournal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 2014;23(2):383-402
Variable selection in large margin classifier-based probability estimation with high-dimensional predictors.24615809 · Shin, Seung Jun, Wu, Yichao2015 · 4 citationsBiometrical journal. Biometrische Zeitschrift. 2014;56(4):594-6
Variable Selection in Nonparametric Classification via Measurement Error Model Selection Likelihoods.24976661 · Stefanski, L A, Wu, Yichao, White, Kyle2021 · 32 citationsJournal of the American Statistical Association. 2014;109(506):574-589
A Generic Path Algorithm for Regularized Statistical Estimation.25242834 · Zhou, Hua, Wu, Yichao2022 · 24 citationsJournal of the American Statistical Association. 2014;109(506):686-699
MARGINAL EMPIRICAL LIKELIHOOD AND SURE INDEPENDENCE FEATURE SCREENING.24415808 · Chang, Jinyuan, Tang, Cheng Yong, Wu, Yichao2024 · 92 citationsAnnals of statistics. 2013;41(4)
Functional robust support vector machines for sparse and irregular longitudinal data.23734071 · Wu, Yichao, Liu, Yufeng2024 · 36 citationsJournal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 2013;22(2):379-395
Homogeneity in Regression1303.7409v1 · Tracy Ke, Jianqing Fan, Yichao Wu2013 · 9 citationsarXiv
Parametrically Guided Generalized Additive Models with Application to Mergers and Acquisitions Data.23645976 · Fan, Jianqing, Maity, Arnab, Wang, Yihui et al.2024 · 9 citationsJournal of nonparametric statistics. 2013;25(1):109-128
Career total: 155 works. 73 are in this corpus.Showing the 50 most recent.
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