Kunpeng Xu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Financial Markets

Intravascular Ultrasound

Cross Sectional

Subspace Clustering

Top Venues

ICDM (Workshops)

Publications

Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang
RHINE: A Regime-Switching Model with Nonlinear Representation for Discovering and Forecasting Regimes in Financial Markets. SDM (2024)
Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang
Kernel Representation Learning with Dynamic Regime Discovery for Time Series Forecasting. PAKDD (6) (2024)
Kunpeng Xu, Lifei Chen, Shengrui Wang
Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability. CoRR (2024)
Kunpeng Xu, Lifei Chen, Shengrui Wang
DRNet: A Decision-Making Method for Autonomous Lane Changingwith Deep Reinforcement Learning. CoRR (2023)
Kunpeng Xu, Lifei Chen, Shengrui Wang
Data-driven Kernel Subspace Clustering with Local Manifold Preservation. ICDM (Workshops) (2022)
Kunpeng Xu, Lifei Chen, Shengrui Wang
A Multi-view Kernel Clustering framework for Categorical sequences. Expert Syst. Appl. 197 (2022)
Rongbo Chen, Mingxuan Sun, Kunpeng Xu, Jean-Marc Patenaude, Shengrui Wang
Clustering-Based Cross-Sectional Regime Identification for Financial Market Forecasting. DEXA (2) (2022)
Rongbo Chen, Kunpeng Xu, Jean-Marc Patenaude, Shengrui Wang
Dynamic Cross-sectional Regime Identification for Financial Market Prediction. COMPSAC (2022)