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 002; Fei Li; Gongyin Ye; Xuexin Chen (Database J. Biol. Databases Curation, 2018)

Dual-dropout graph convolutional network for predicting synthetic lethality in human cancers. - Ruichu Cai; Xuexin Chen; Yuan Fang 001; Min Wu 008; Yuexing Hao; Jonathan D. Wren (Bioinform., 2020)

Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation. - Xuexin Chen; Ruichu Cai; Zhengting Huang; Yuxuan Zhu 001; Julien Horwood; Zhifeng Hao; Zijian Li 001; José Miguel Hernández-Lobato (ICML, 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 001 (CoRR, 2024)

From Orthogonality to Dependency: Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals. - Ruichu Cai; Zhifang Jiang; Zijian Li 001; Weilin Chen 001; Xuexin Chen; Zhifeng Hao; Yifan Shen 004; Guangyi Chen 002; Kun Zhang 001 (CoRR, 2024)

Motif Graph Neural Network. - Xuexin Chen; Ruichu Cai; Yuan Fang 001; Min Wu 008; Zijian Li 001; Zhifeng Hao (IEEE Trans. Neural Networks Learn. Syst., 2024)

Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals. - Ruichu Cai; Zhifan Jiang; Kaitao Zheng; Zijian Li 001; Weilin Chen 001; Xuexin Chen; Yifan Shen 004; Guangyi Chen 002; Zhifeng Hao; Kun Zhang 001 (WWW, 2025)

Interpretable high-order knowledge graph neural network for predicting synthetic lethality in human cancers. - Xuexin Chen; Ruichu Cai; Zhengting Huang; Zijian Li 001; Jie Zheng 002; Min Wu 008 (Briefings Bioinform., 2025)

On the probability of necessity and sufficiency of explaining Graph Neural Networks: A lower bound optimization approach. - Ruichu Cai; Yuxuan Zhu 001; Xuexin Chen; Yuan Fang 001; Min Wu 008; Jie Qiao; Zhifeng Hao (Neural Networks, 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 001 (Neural Networks, 2025)