Xuexin Chen

16 papers A* 2Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — conf
Improving Cognitive Decline Prediction in Alzheimer's Disease via a Novel Biomarker with Causal Interpretability.
BIBM
Wei Chen, Qian Huang, Zezhen Ding, Jiongjia Li, Xuexin Chen, Ruichu Cai
2025 J jnl
Interpretable High-order Knowledge Graph Neural Network for Predicting Synthetic Lethality in Human Cancers.
CoRR
Xuexin Chen, Ruichu Cai, Zhengting Huang, Zijian Li, Jie Zheng, Min Wu
2025 J jnl
Interpretable high-order knowledge graph neural network for predicting synthetic lethality in human cancers.
Briefings Bioinform.
Xuexin Chen, Ruichu Cai, Zhengting Huang, Zijian Li, Jie Zheng, Min Wu
2025 A* conf
Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals.
WWW
Ruichu Cai, Zhifan Jiang, Kaitao Zheng, Zijian Li, Weilin Chen, Xuexin Chen, Yifan Shen, Guangyi Chen, Zhifeng Hao, Kun Zhang
2025 J jnl
On the probability of necessity and sufficiency of explaining Graph Neural Networks: A lower bound optimization approach.
Neural Networks
Ruichu Cai, Yuxuan Zhu, Xuexin Chen, Yuan Fang, Min Wu, Jie Qiao, Zhifeng Hao
2025 J jnl
Unifying invariant and variant features for graph out-of-distribution via probability of necessity and sufficiency.
Neural Networks
Xuexin Chen, Ruichu Cai, Kaitao Zheng, Zhifan Jiang, Zhengting Huang, Zhifeng Hao, Zijian Li
2024 A* conf
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation.
ICML
Xuexin Chen, Ruichu Cai, Zhengting Huang, Yuxuan Zhu, Julien Horwood, Zhifeng Hao, Zijian Li, José Miguel Hernández-Lobato
2024 J jnl
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation.
CoRR
Xuexin Chen, Ruichu Cai, Zhengting Huang, Yuxuan Zhu, Julien Horwood, Zhifeng Hao, Zijian Li, José Miguel Hernández-Lobato
2024 J jnl
From Orthogonality to Dependency: Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals.
CoRR
Ruichu Cai, Zhifang Jiang, Zijian Li, Weilin Chen, Xuexin Chen, Zhifeng Hao, Yifan Shen, Guangyi Chen, Kun Zhang
2024 J jnl
Motif Graph Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Xuexin Chen, Ruichu Cai, Yuan Fang, Min Wu, Zijian Li, Zhifeng Hao
2024 J jnl
Unifying Invariance and Spuriousity for Graph Out-of-Distribution via Probability of Necessity and Sufficiency.
CoRR
Xuexin Chen, Ruichu Cai, Kaitao Zheng, Zhifan Jiang, Zhengting Huang, Zhifeng Hao, Zijian Li
2024 J jnl
Unifying Invariant and Variant Features for Graph Out-of-Distribution via Probability of Necessity and Sufficiency.
CoRR
Xuexin Chen, Ruichu Cai, Kaitao Zheng, Zhifan Jiang, Zhengting Huang, Zhifeng Hao, Zijian Li
2022 J jnl
On the Probability of Necessity and Sufficiency of Explaining Graph Neural Networks: A Lower Bound Optimization Approach.
CoRR
Ruichu Cai, Yuxuan Zhu, Xuexin Chen, Yuan Fang, Min Wu, Jie Qiao, Zhifeng Hao
2021 J jnl
Motif Graph Neural Network.
CoRR
Xuexin Chen, Ruichu Cai, Yuan Fang, Min Wu, Zijian Li, Zhifeng Hao
2020 J jnl
Dual-dropout graph convolutional network for predicting synthetic lethality in human cancers.
Bioinform.
Ruichu Cai, Xuexin Chen, Yuan Fang, Min Wu, Yuexing Hao, Jonathan D. Wren
2018 J jnl
WaspBase: a genomic resource for the interactions among parasitic wasps, insect hosts and plants.
Database J. Biol. Databases Curation
Longfei Chen, Kun Lang, Shoudong Bi, Jiapeng Luo, Feiling Liu, Xinhai Ye, Jiadan Xu, Kang He, Fei Li, Gongyin Ye, Xuexin Chen