@inproceedings{ITR,
  title={Identify Then Recommend: Towards Unsupervised Group Recommendation},
  author={Liu, Yue and Zhu, Shihao and Yang, Tianyuan and Ma, Jian and Zhong, Wenliang},
  booktitle={Proc. of NeurIPS},
  year={2024}
}

@article{ELCRec,
  title={End-to-end Learnable Clustering for Intent Learning in Recommendation},
  author={Liu, Yue and Zhu, Shihao and Xia, Jun and Ma, Yingwei and Ma, Jian and Zhong, Wenliang and Zhang, Guannan and Zhang, Kejun and Liu, Xinwang},
  booktitle={Proceedings of International Conference on Neural Information Processing Systems},
  year={2024}
}

@article{deep_graph_clustering_survey,
  title={A Survey of Deep Graph Clustering: Taxonomy, Challenge, and Application},
  author={Liu, Yue and Xia, Jun and Zhou, Sihang and Wang, Siwei and Guo, Xifeng and Yang, Xihong and Liang, Ke and Tu, Wenxuan and Li, Z. Stan and Liu, Xinwang},
  journal={arXiv preprint arXiv:2211.12875},
  year={2022}
}

@article{SCGC,
  title={Simple contrastive graph clustering},
  author={Liu, Yue and Yang, Xihong and Zhou, Sihang and Liu, Xinwang and Wang, Siwei and Liang, Ke and Tu, Wenxuan and Li, Liang},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  year={2023},
  publisher={IEEE}
}

@inproceedings{Dink_Net,
  title={Dink-net: Neural clustering on large graphs},
  author={Liu, Yue and Liang, Ke and Xia, Jun and Zhou, Sihang and Yang, Xihong and Liu, Xinwang and Li, Stan Z},
  booktitle={Proceedings of International Conference on Machine Learning},
  year={2023}
}

@inproceedings{TGC_ML_ICLR,
  title={Deep Temporal Graph Clustering},
  author={Liu, Meng and Liu, Yue and Liang, Ke and Tu, Wenxuan and Wang, Siwei and Zhou, Sihang and Liu, Xinwang},
  booktitle={The 12th International Conference on Learning Representations},
  year={2024}
}

@inproceedings{HSAN,
  title={Hard sample aware network for contrastive deep graph clustering},
  author={Liu, Yue and Yang, Xihong and Zhou, Sihang and Liu, Xinwang and Wang, Zhen and Liang, Ke and Tu, Wenxuan and Li, Liang and Duan, Jingcan and Chen, Cancan},
  booktitle={Proceedings of the AAAI conference on artificial intelligence},
  volume={37},
  number={7},
  pages={8914-8922},
  year={2023}
}

@inproceedings{DCRN,
  title={Deep Graph Clustering via Dual Correlation Reduction},
  author={Liu, Yue and Tu, Wenxuan and Zhou, Sihang and Liu, Xinwang and Song, Linxuan and Yang, Xihong and Zhu, En},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={36},
  number={7},
  pages={7603-7611},
  year={2022}
}


@inproceedings{liuyue_RGC,
  title={Reinforcement Graph Clustering with Unknown Cluster Number},
  author={Liu, Yue and Liang, Ke and Xia, Jun and Yang, Xihong and Zhou, Sihang and Liu, Meng and Liu, Xinwang and Li, Stan Z},
  booktitle={Proceedings of the 31st ACM International Conference on Multimedia},
  pages={3528--3537},
  year={2023}
}




@article{RGAE,
  title={Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering},
  author={Mrabah, Nairouz and Bouguessa, Mohamed and Touati, Mohamed Fawzi and Ksantini, Riadh},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  year={2022}
}