Qinshuo Liu

According to our database, Qinshuo Liu authored at least 3 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

DGCformer: Deep Graph Clustering Transformer for Multivariate Time Series Forecasting.

Qinshuo Liu, Yanwen Fang, Pengtao Jiang, Guodong Li

CoRR, 2024

DNA-SE: Towards Deep Neural-Nets Assisted Semiparametric Estimation.

Qinshuo Liu, Zixin Wang, Xi-An Li, Xinyao Ji, Lei Zhang, Lin Liu, Zhonghua Liu

Proceedings of the Forty-first International Conference on Machine Learning, 2024