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ORCIDKunpeng Xu 0002
Person information
- affiliation: University of Sherbrooke, QC, Canada
Other persons with the same name
- Kunpeng Xu 0001 — Chinese Academy of Forestry, Beijing, China
- Kunpeng Xu 0004 — Xuzhou College of Industrial Technology, China
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2020 – today
- 2024
[c6]Kunpeng Xu
, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang:
Kernel Representation Learning with Dynamic Regime Discovery for Time Series Forecasting. PAKDD (6) 2024: 251-263- [c5]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: 526-534 - [i5]Kunpeng Xu, Lifei Chen, Shengrui Wang:
Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability. CoRR abs/2406.02496 (2024) - [i4]Jorden Lam, Kunpeng Xu:
Analyzing the factors that are involved in length of inpatient stay at the hospital for diabetes patients. CoRR abs/2406.05189 (2024) - [i3]Kunpeng Xu, Lifei Chen, Shengrui Wang:
Wormhole: Concept-Aware Deep Representation Learning for Co-Evolving Sequences. CoRR abs/2409.13857 (2024) - [i2]Kunpeng Xu, Lifei Chen, Shengrui Wang:
Are KAN Effective for Identifying and Tracking Concept Drift in Time Series? CoRR abs/2410.10041 (2024) - 2023
- [i1]Kunpeng Xu, Lifei Chen, Shengrui Wang:
DRNet: A Decision-Making Method for Autonomous Lane Changingwith Deep Reinforcement Learning. CoRR abs/2311.01602 (2023) - 2022
- [j1]Kunpeng Xu, Lifei Chen, Shengrui Wang:
A Multi-view Kernel Clustering framework for Categorical sequences. Expert Syst. Appl. 197: 116637 (2022) - [c4]Rongbo Chen, Kunpeng Xu, Jean-Marc Patenaude, Shengrui Wang:
Dynamic Cross-sectional Regime Identification for Financial Market Prediction. COMPSAC 2022: 295-300 - [c3]Rongbo Chen, Mingxuan Sun, Kunpeng Xu, Jean-Marc Patenaude, Shengrui Wang:
Clustering-Based Cross-Sectional Regime Identification for Financial Market Forecasting. DEXA (2) 2022: 3-16 - [c2]Kunpeng Xu, Lifei Chen, Shengrui Wang:
Data-driven Kernel Subspace Clustering with Local Manifold Preservation. ICDM (Workshops) 2022: 876-884
2010 – 2019
- 2018
- [c1]Kunpeng Xu, Lifei Chen, Shengrui Wang, Beizhan Wang:
A Self-representation Model for Robust Clustering of Categorical Sequences. APWeb/WAIM Workshops 2018: 13-23
Coauthor Index
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