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Kunpeng Xu
Postdoc, School of Computer Science, McGill University
Postdoc, Mila - Quebec Artificial Intelligence Institute
Joined
November 2023
Names
Kunpeng Xu
(Preferred)
,
KUNPENG XU
Emails
****@usherbrooke.ca
(Confirmed)
,
****@mail.mcgill.ca
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Postdoc
School of Computer Science,
McGill University
(cs.mcgill.ca)
2025
–
Present
Postdoc
Mila - Quebec Artificial Intelligence Institute
(mila.quebec)
2025
–
Present
PhD student
Department of Computer Science,
Université de Sherbrooke
(usherbrooke.ca)
2021
–
2024
Advisors, Relations & Conflicts
No relations added
Expertise
Single-cell multi-omics
2025
–
Present
Gene regulatory network
2025
–
Present
Time series analysis
2021
–
2024
Kernel Learning
2016
–
2024
Subspace clustering
2016
–
2024
Categorical Sequences
2016
–
2021
Publications
StruSR: Structure-Aware Symbolic Regression with Physics-Informed Taylor Guidance
Yunpeng Gong
,
Sihan Lan
,
Can Yang
,
Kunpeng Xu
,
Min Jiang
OpenReview Archive Direct Upload
Readers:
Everyone
Drift2Matrix: Kernel-Induced Self Representation for Concept Drift Adaptation in Co-evolving Time Series
Kunpeng Xu
,
Lifei Chen
,
Shengrui Wang
Submitted to ICLR 2025
Readers:
Everyone
KAN4Drift: Are KAN Effective for Identifying and Tracking Concept Drift in Time Series?
Kunpeng Xu
,
Lifei Chen
,
Shengrui Wang
NeurIPS 2024 TSALM Workshop
Readers:
Everyone
RHINE: A Regime-Switching Model with Nonlinear Representation for Discovering and Forecasting Regimes in Financial Markets
Kunpeng Xu
,
Lifei Chen
,
Jean-Marc Patenaude
,
Shengrui Wang
SDM 2024
Readers:
Everyone
Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability
Kunpeng Xu
,
Lifei Chen
,
Shengrui Wang
CoRR 2024
Readers:
Everyone
Analyzing the factors that are involved in length of inpatient stay at the hospital for diabetes patients
Jorden Lam
,
Kunpeng Xu
CoRR 2024
Readers:
Everyone
Kernel Representation Learning with Dynamic Regime Discovery for Time Series Forecasting
Kunpeng Xu
,
Lifei Chen
,
Jean-Marc Patenaude
,
Shengrui Wang
PAKDD (6) 2024
Readers:
Everyone
DRNet: A Decision-Making Method for Autonomous Lane Changingwith Deep Reinforcement Learning
Kunpeng Xu
,
Lifei Chen
,
Shengrui Wang
CoRR 2023
Readers:
Everyone
Dynamic Cross-sectional Regime Identification for Financial Market Prediction
Rongbo Chen
,
Kunpeng Xu
,
Jean-Marc Patenaude
,
Shengrui Wang
COMPSAC 2022
Readers:
Everyone
Clustering-Based Cross-Sectional Regime Identification for Financial Market Forecasting
Rongbo Chen
,
Mingxuan Sun
,
Kunpeng Xu
,
Jean-Marc Patenaude
,
Shengrui Wang
DEXA (2) 2022
Readers:
Everyone
View all 13 publications
Co-Authors
Beizhan Wang
Can Yang
Jean-Marc Patenaude
Jorden Lam
Lifei Chen
Min Jiang
Mingxuan Sun
Rongbo Chen
Shengrui Wang
Sihan Lan
Yunpeng Gong