Kai-Xuan Chen

22 papers B 3Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
GraphScout: Empowering Large Language Models with Intrinsic Exploration Ability for Agentic Graph Reasoning.
CoRR
Yuchen Ying, Weiqi Jiang, Tongya Zheng, Yu Wang, Shunyu Liu, Kai-Xuan Chen, Mingli Song
2025 J jnl
Cross-Domain Animal Pose Estimation With Skeleton Anomaly-Aware Learning.
IEEE Trans. Circuits Syst. Video Technol.
Le Han, Kai-Xuan Chen, Lei Zhao, Yangbo Jiang, Pengfei Wang, Nenggan Zheng
2025 J jnl
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks.
CoRR
Jie Yang, Yuwen Wang, Kai-Xuan Chen, Tongya Zheng, Yihe Zhou, Zhenbang Xiao, Ji Cao, Mingli Song, Shunyu Liu
2025 J jnl
SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data.
CoRR
Wenkai Fang, Shunyu Liu, Yang Zhou, Kongcheng Zhang, Tongya Zheng, Kai-Xuan Chen, Mingli Song, Dacheng Tao
2025 J jnl
Towards Efficient LLM-aware Heterogeneous Graph Learning.
CoRR
Wenda Li, Tongya Zheng, Shunyu Liu, Yu Wang, Kai-Xuan Chen, Hanyang Yuan, Bingde Hu, Zujie Ren, Mingli Song, Gang Chen
2024 J jnl
Learning a Mini-batch Graph Transformer via Two-stage Interaction Augmentation.
CoRR
Wenda Li, Kai-Xuan Chen, Shunyu Liu, Tongya Zheng, Wenjie Huang, Mingli Song
2024 B conf
Multi-Channel Graph Fusion Representation for Tabular Data Imputation.
IJCNN
Na Yu, Ke Xu, Kai-Xuan Chen, Shunyu Liu, Tongya Zheng, Mingli Song
2024 J jnl
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation.
IEEE Trans. Knowl. Data Eng.
Yu Wang, Tongya Zheng, Shunyu Liu, Zunlei Feng, Kai-Xuan Chen, Yunzhi Hao, Mingli Song
2024 J jnl
Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map.
CoRR
Shunyu Liu, Wei Luo, Yanzhen Zhou, Kai-Xuan Chen, Quan Zhang, Huating Xu, Qinglai Guo, Mingli Song
2024 — conf
Unified Mask Graph Modeling for Incomplete Tabular Learning.
ICONIP (6)
Na Yu, Tongya Zheng, Shunyu Liu, Kai-Xuan Chen, Mingli Song
2023 J jnl
Ask-AC: An Initiative Advisor-in-the-Loop Actor-Critic Framework.
IEEE Trans. Syst. Man Cybern. Syst.
Shunyu Liu, Kai-Xuan Chen, Na Yu, Jie Song, Zunlei Feng, Mingli Song
2022 J jnl
Multiple Riemannian Manifold-Valued Descriptors Based Image Set Classification With Multi-Kernel Metric Learning.
IEEE Trans. Big Data
Rui Wang, Xiaojun Wu, Kai-Xuan Chen, Josef Kittler
2020 J jnl
Covariance descriptors on a Gaussian manifold and their application to image set classification.
Pattern Recognit.
Kai-Xuan Chen, Jie-Yi Ren, Xiao-Jun Wu, Josef Kittler
2019 — conf
More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework Based Kernel Matrix Representation.
ICCV Workshops
Kai-Xuan Chen, Xiao-Jun Wu, Jie-Yi Ren, Rui Wang, Josef Kittler
2019 J jnl
More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework based Kernel Matrix Representation.
CoRR
Kai-Xuan Chen, Xiao-Jun Wu, Jie-Yi Ren, Rui Wang, Josef Kittler
2018 J jnl
Component SPD Matrices: A lower-dimensional discriminative data descriptor for image set classification.
CoRR
Kai-Xuan Chen, Xiao-Jun Wu
2018 J jnl
Component SPD matrices: A low-dimensional discriminative data descriptor for image set classification.
Comput. Vis. Media
Kai-Xuan Chen, Xiao-Jun Wu
2018 J jnl
Grassmannian Discriminant Maps (GDM) for Manifold Dimensionality Reduction with Application to Image Set Classification.
CoRR
Rui Wang, Xiao-Jun Wu, Kai-Xuan Chen, Josef Kittler
2018 B conf
Multiple Manifolds Metric Learning with Application to Image Set Classification.
ICPR
Rui Wang, Xiao-Jun Wu, Kai-Xuan Chen, Josef Kittler
2018 J jnl
Multiple Manifolds Metric Learning with Application to Image Set Classification.
CoRR
Rui Wang, Xiao-Jun Wu, Kai-Xuan Chen, Josef Kittler
2018 B conf
Riemannian kernel based Nyström method for approximate infinite-dimensional covariance descriptors with application to image set classification.
ICPR
Kai-Xuan Chen, Xiao-Jun Wu, Rui Wang, Josef Kittler
2018 J jnl
Riemannian kernel based Nyström method for approximate infinite-dimensional covariance descriptors with application to image set classification.
CoRR
Kai-Xuan Chen, Xiao-Jun Wu, Rui Wang, Josef Kittler