default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDKunpeng Xu 0002
Person information
- affiliation: McGill University, Montreal, QC, Canada
- affiliation (PhD): University of Sherbrooke, QC, Canada
Other persons with the same name
- Kunpeng Xu
- Kunpeng Xu 0001
![[0000-0002-2093-1553]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0000-0002-2093-1553")
— Chinese Academy of Forestry, Beijing, China - Kunpeng Xu 0003 — Beijing Smart-Chip Microelectronics Technology Co., Ltd., China (and 1 more)
- Kunpeng Xu 0004 — Xuzhou College of Industrial Technology, China
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
2020 – today
- 2026
[j4]Yulin Li, Jinjiang Li, Liying Hu, Kunpeng Xu, Lifei Chen:
Class-specific prototype networks for open-set recognition. Neurocomputing 697: 134210 (2026)- [j3]Kunpeng Xu, Lifei Chen, Shengrui Wang:
Twin learning for domain agnostic time series analysis: A regime-switch approach. Pattern Recognit. 171: 112065 (2026) - [j2]Kunpeng Xu, Lifei Chen, Shengrui Wang:
Toward Robust Nonlinear Subspace Clustering: A Kernel Learning Approach. IEEE Trans. Artif. Intell. 7(2): 726-739 (2026) - [c10]Jixuan Wu, Limei Lin, Xiaoding Wang, Kunpeng Xu, Jie Wu:
CausalSKyHop: Knowledge-Aware Causal Explanation of Dynamic GNNs via Higher-Order Semantic Reasoning. WWW 2026: 3720-3731 - 2025
- [c9]Kunpeng Xu:
Kernel Representation Learning for Time Sequence: Algorithm, Theory, and Applications. AAAI 2025: 29309-29310 - [c8]Kunpeng Xu:
Toward Interpretable Time Series Modeling: A Kernel Representation Perspective. IJCAI 2025: 10981-10982 - [i9]Kunpeng Xu, Lifei Chen, Shengrui Wang:
CORAL: Concept Drift Representation Learning for Co-evolving Time-series. CoRR abs/2501.01480 (2025) - [i8]Kunpeng Xu, Lifei Chen, Shengrui Wang:
Towards Robust Nonlinear Subspace Clustering: A Kernel Learning Approach. CoRR abs/2501.06368 (2025) - [i7]Yunpeng Gong, Sihan Lan, Can Yang, Kunpeng Xu, Min Jiang:
StruSR: Structure-Aware Symbolic Regression with Physics-Informed Taylor Guidance. CoRR abs/2510.06635 (2025) - 2024
- [c7]Kunpeng Xu, Lifei Chen, Shengrui Wang:
DRNet: A Decision-Making Method for Autonomous Lane Changing with Deep Reinforcement Learning. Canadian AI 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 - [i6]Kunpeng Xu, Lifei Chen, Shengrui Wang:
Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability. CoRR abs/2406.02496 (2024) - [i5]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) - [i4]Kunpeng Xu, Lifei Chen, Shengrui Wang:
Wormhole: Concept-Aware Deep Representation Learning for Co-Evolving Sequences. CoRR abs/2409.13857 (2024) - [i3]Kunpeng Xu, Lifei Chen, Shengrui Wang:
Are KAN Effective for Identifying and Tracking Concept Drift in Time Series? CoRR abs/2410.10041 (2024) - [i2]Tongzhou Jiang, Lipeng Liu, Junyue Jiang, Tianyao Zheng, Yuhui Jin, Kunpeng Xu:
Trajectory Tracking Using Frenet Coordinates with Deep Deterministic Policy Gradient. CoRR abs/2411.13885 (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
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2026-07-30 23:18 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated, funded, and maintained by:
Schloss Dagstuhl - Leibniz Center for Informatics is a member of the Leibniz Association and is funded by the federal government of Germany and the states of Germany, especially Saarland and Rhineland‑Palatinate.
