Xuexin Chen

According to our database, Xuexin Chen authored at least 11 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Interpretable high-order knowledge graph neural network for predicting synthetic lethality in human cancers.

Xuexin Chen, Ruichu Cai, Zhengting Huang, Zijian Li, Jie Zheng, Min Wu

Briefings Bioinform., March, 2025

Unifying invariant and variant features for graph out-of-distribution via probability of necessity and sufficiency.

Xuexin Chen, Ruichu Cai, Kaitao Zheng, Zhifan Jiang, Zhengting Huang, Zhifeng Hao, Zijian Li

Neural Networks, 2025

On the probability of necessity and sufficiency of explaining Graph Neural Networks: A lower bound optimization approach.

Ruichu Cai, Yuxuan Zhu, Xuexin Chen, Yuan Fang, Min Wu, Jie Qiao, Zhifeng Hao

Neural Networks, 2025

Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals.

Ruichu Cai, Zhifan Jiang, Kaitao Zheng, Zijian Li, Weilin Chen, Xuexin Chen, Yifan Shen, Guangyi Chen, Zhifeng Hao, Kun Zhang

Proceedings of the ACM on Web Conference 2025, 2025

Improving Cognitive Decline Prediction in Alzheimer's Disease via a Novel Biomarker with Causal Interpretability.

Wei Chen, Qian Huang, Zezhen Ding, Jiongjia Li, Xuexin Chen, Ruichu Cai

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

Motif Graph Neural Network.

Xuexin Chen, Ruichu Cai, Yuan Fang, Min Wu, Zijian Li, Zhifeng Hao

IEEE Trans. Neural Networks Learn. Syst., October, 2024

From Orthogonality to Dependency: Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals.

Ruichu Cai, Zhifang Jiang, Zijian Li, Weilin Chen, Xuexin Chen, Zhifeng Hao, Yifan Shen, Guangyi Chen, Kun Zhang

CoRR, 2024

Unifying Invariance and Spuriousity for Graph Out-of-Distribution via Probability of Necessity and Sufficiency.

Xuexin Chen, Ruichu Cai, Kaitao Zheng, Zhifan Jiang, Zhengting Huang, Zhifeng Hao, Zijian Li

CoRR, 2024

Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation.

Xuexin Chen, Ruichu Cai, Zhengting Huang, Yuxuan Zhu, Julien Horwood, Zhifeng Hao, Zijian Li, José Miguel Hernández-Lobato

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2020

Dual-dropout graph convolutional network for predicting synthetic lethality in human cancers.

Ruichu Cai, Xuexin Chen, Yuan Fang, Min Wu, Yuexing Hao, Jonathan D. Wren

Bioinform., 2020

2018

WaspBase: a genomic resource for the interactions among parasitic wasps, insect hosts and plants.

Longfei Chen, Kun Lang, Shoudong Bi, Jiapeng Luo, Feiling Liu, Xinhai Ye, Jiadan Xu, Kang He, Fei Li, Gongyin Ye, Xuexin Chen

Database J. Biol. Databases Curation, 2018