Jinchi Lv

26 papers A* 1Journal 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
LIDS: LLM Summary Inference Under the Layered Lens.
CoRR
Dylan Park, Yingying Fan, Jinchi Lv
2025 J jnl
Asymptotic FDR Control with Model-X Knockoffs: Is Moments Matching Sufficient?
CoRR
Yingying Fan, Lan Gao, Jinchi Lv, Xiaocong Xu
2025 J jnl
Asymptotic Theory of Eigenvectors for Latent Embeddings with Generalized Laplacian Matrices.
CoRR
Jianqing Fan, Yingying Fan, Jinchi Lv, Fan Yang, Diwen Yu
2025 J jnl
DeepDeconUQ estimates malignant cell fraction prediction intervals in bulk RNA-seq tissue.
PLoS Comput. Biol.
Jiawei Huang, Yuxuan Du, Kevin R. Kelly, Jinchi Lv, Yingying Fan, Jiang F. Zhong, Fengzhu Sun
2025 J jnl
LLM-Powered CPI Prediction Inference with Online Text Time Series.
CoRR
Yingying Fan, Jinchi Lv, Ao Sun, Yurou Wang
2025 J jnl
MOSAIC: Minimax-Optimal Sparsity-Adaptive Inference for Change Points in Dynamic Networks.
CoRR
Yingying Fan, Jingyuan Liu, Jinchi Lv, Ao Sun
2025 J jnl
SOFARI-R: High-Dimensional Manifold-Based Inference for Latent Responses.
CoRR
Zemin Zheng, Xin Zhou, Jinchi Lv
2024 J jnl
DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM.
CoRR
Wenxuan Zuo, Zifan Zhu, Yuxuan Du, Yi-Chun Yeh, Jed A. Fuhrman, Jinchi Lv, Yingying Fan, Fengzhu Sun
2024 J jnl
Exogenous Randomness Empowering Random Forests.
CoRR
Tianxing Mei, Yingying Fan, Jinchi Lv
2024 J jnl
HNCI: High-Dimensional Network Causal Inference.
CoRR
Wenqin Du, Rundong Ding, Yingying Fan, Jinchi Lv
2022 J jnl
FACT: High-Dimensional Random Forests Inference.
CoRR
Chien-Ming Chi, Yingying Fan, Jinchi Lv
2022 J jnl
SIMPLE-RC: Group Network Inference with Non-Sharp Nulls and Weak Signals.
CoRR
Jianqing Fan, Yingying Fan, Jinchi Lv, Fan Yang
2021 J jnl
Dimension-Free Average Treatment Effect Inference with Deep Neural Networks.
CoRR
Xinze Du, Yingying Fan, Jinchi Lv, Tianshu Sun, Patrick Vossler
2021 J jnl
Nonsparse Learning with Latent Variables.
Oper. Res.
Zemin Zheng, Jinchi Lv, Wei Lin
2021 J jnl
Not Registered? Please Sign Up First: A Randomized Field Experiment on the Ex Ante Registration Request.
Inf. Syst. Res.
Ni Huang, Probal Mojumder, Tianshu Sun, Jinchi Lv, Joseph M. Golden
2019 J jnl
Nonuniformity of P-values Can Occur Early in Diverging Dimensions.
J. Mach. Learn. Res.
Yingying Fan, Emre Demirkaya, Jinchi Lv
2019 J jnl
SOFAR: Large-Scale Association Network Learning.
IEEE Trans. Inf. Theory
Yoshimasa Uematsu, Yingying Fan, Kun Chen, Jinchi Lv, Wei Lin
2019 J jnl
Scalable Interpretable Multi-Response Regression via SEED.
J. Mach. Learn. Res.
Zemin Zheng, Mohammad Taha Bahadori, Yan Liu, Jinchi Lv
2018 J jnl
DNN: A Two-Scale Distributional Tale of Heterogeneous Treatment Effect Inference.
CoRR
Yingying Fan, Jinchi Lv, Jingbo Wang
2018 A* conf
DeepPINK: reproducible feature selection in deep neural networks.
NeurIPS
Yang Young Lu, Yingying Fan, Jinchi Lv, William Stafford Noble
2018 J jnl
DeepPINK: reproducible feature selection in deep neural networks.
CoRR
Yang Young Lu, Yingying Fan, Jinchi Lv, William Stafford Noble
2018 J jnl
IPAD: Stable Interpretable Forecasting with Knockoffs Inference.
CoRR
Yingying Fan, Jinchi Lv, Mahrad Sharifvaghefi, Yoshimasa Uematsu
2016 J jnl
Estimating and testing high-dimensional mediation effects in epigenetic studies.
Bioinform.
Haixiang Zhang, Yinan Zheng, Zhou Zhang, Tao Gao, Brian Joyce, Grace Yoon, Wei Zhang, Joel Schwartz, Allan C. Just, Elena Colicino, Pantel Vokonas, Lihui Zhao, Jinchi Lv, Andrea A. Baccarelli, Lifang Hou, Lei Liu
2016 J jnl
The Constrained Dantzig Selector with Enhanced Consistency.
J. Mach. Learn. Res.
Yinfei Kong, Zemin Zheng, Jinchi Lv
2011 J jnl
Nonconcave Penalized Likelihood With NP-Dimensionality.
IEEE Trans. Inf. Theory
Jianqing Fan, Jinchi Lv
2005 J jnl
Compact space-like hypersurfaces in de Sitter space.
Int. J. Math. Math. Sci.
Jinchi Lv