| 2026 | WCNC | Hybrid Semantic-Bit Networks for Asymmetric Industrial WNCSs: Resource Optimization with Peak Age of Semantic-Enabled Loop. | Yu Zhou, Lei Feng, Celimuge Wu, Zhixiang Yang, Wenjing Li, Kunpeng Xu, Fan He |
| 2026 | WWW | CausalSKyHop: Knowledge-Aware Causal Explanation of Dynamic GNNs via Higher-Order Semantic Reasoning. | Jixuan Wu, Limei Lin, Xiaoding Wang, Kunpeng Xu, Jie Wu |
| 2025 | AAAI | Kernel Representation Learning for Time Sequence: Algorithm, Theory, and Applications. | Kunpeng Xu |
| 2025 | IJCAI | Toward Interpretable Time Series Modeling: A Kernel Representation Perspective. | Kunpeng Xu |
| 2024 | AI | DRNet: A Decision-Making Method for Autonomous Lane Changing with Deep Reinforcement Learning. | Kunpeng Xu, Lifei Chen, Shengrui Wang |
| 2024 | IGARSS | The Forest Above Ground Biomass Estimation Based on Multi-Feature Combination Method Using Multi-Frequency SAR Data. | Yunmei Ma, Lei Zhao, Erxue Chen, Zengyuan Li, Yaxiong Fan, Kunpeng Xu |
| 2024 | PAKDD | Kernel Representation Learning with Dynamic Regime Discovery for Time Series Forecasting. | Kunpeng Xu, Lifei Chen, Jean-Marc Patenaude, Shengrui Wang |
| 2024 | SDM | 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 |
| 2022 | COMPSAC | Dynamic Cross-sectional Regime Identification for Financial Market Prediction. | Rongbo Chen, Kunpeng Xu, Jean-Marc Patenaude, Shengrui Wang |
| 2022 | DEXA | Clustering-Based Cross-Sectional Regime Identification for Financial Market Forecasting. | Rongbo Chen, Mingxuan Sun, Kunpeng Xu, Jean-Marc Patenaude, Shengrui Wang |
| 2022 | ICDM | Data-driven Kernel Subspace Clustering with Local Manifold Preservation. | Kunpeng Xu, Lifei Chen, Shengrui Wang |
| 2019 | IGARSS | The Wheat Biomass Estimation Based on Genetic Algorithm Feature Selection Method Using C-Band Polsar Data. | Kunpeng Xu, Erxue Chen, Zengyuan Li, Lei Zhao, Wangfei Zhang, Xiangxing Wan |
| 2018 | APWEB | A Self-representation Model for Robust Clustering of Categorical Sequences. | Kunpeng Xu, Lifei Chen, Shengrui Wang, Beizhan Wang |
| 2018 | IGARSS | Convolutional Highway Unit Network for Large-Scale Classification with GF-3 Dual-Pol Sar Data. | Yujuan Guo, Erxue Chen, Zengyuan Li, Lei Zhao, Kunpeng Xu |