DNA-SE: Towards Deep Neural-Nets Assisted Semiparametric Estimation. - Qinshuo Liu; Zixin Wang; Xi-An Li 004; Xinyao Ji; Lei Zhang; Lin Liu; Zhonghua Liu (ICML, 2024)

DGCformer: Deep Graph Clustering Transformer for Multivariate Time Series Forecasting. - Qinshuo Liu; Yanwen Fang; Pengtao Jiang; Guodong Li (CoRR, 2024)

From Layers to States: A State Space Model Perspective to Deep Neural Network Layer Dynamics. - Qinshuo Liu; Weiqin Zhao; Wei Huang; Yanwen Fang; Lequan Yu; Guodong Li (ICLR, 2025)