@article{CTT100927786,
  author = {Haoyi Xiu and Xin Liu and Weimin Wang and Kyoung-Sook Kim and Takayuki Shinohara and Qiong Chang and Masashi Matsuoka},
  title = {Diffusion unit: Interpretable edge enhancement and suppression learning for 3D point cloud segmentation},
  journal = {NEUROCOMPUTING.},
  year = 2023,
}

@article{CTT100927787,
  author = {Haoyi Xiu and Xin Liu and Weimin Wang and Kyoung-Sook Kim and Takayuki Shinohara and Qiong Chang and Masashi Matsuoka},
  title = {DS-Net: A dedicated approach for collapsed building detection from post-event airborne point clouds},
  journal = {International Journal of Applied Earth Observation and Geoinformation},
  year = 2023,
}

@article{CTT100886747,
  author = {Sunil Kumar Maurya and Xin Liu and Tsuyoshi Murata},
  title = {Feature Selection: Key to Enhance Node Classification with Graph Neural Networks},
  journal = {CAAI Transactions on Intelligence Technology},
  year = 2023,
}

@article{CTT100886750,
  author = {Quentin Jodelet and Xin Liu and Tsuyoshi Murata},
  title = {Balanced Softmax Cross-Entropy for Incremental Learning with and without Memory},
  journal = {Computer Vision and Image Understanding},
  year = 2022,
}

@article{CTT100886748,
  author = {Zarina Rakhimberdina and Liu Xin and Tsuyoshi Murata},
  title = {Strengthening Robustness under Adversarial Attacks using Brain Visual Codes},
  journal = {IEEE Access},
  year = 2022,
}

@article{CTT100886749,
  author = {Sunil Kumar Maurya and Xin Liu and Tsuyoshi Murata},
  title = {Simplifying Approach to Node Classification in Graph Neural Networks},
  journal = {Journal of Computational Science},
  year = 2022,
}

@article{CTT100872006,
  author = {Nuttapong Chairatanakul and Xin Liu and Hoang Nguyen and Tsuyoshi MURATA},
  title = {Heterogeneous graph embedding with single-level aggregation and infomax encoding},
  journal = {Machine Learning},
  year = 2022,
}

@article{CTT100872002,
  author = {Nuttapong Chairatanakul and Xin Liu and Tsuyoshi MURATA},
  title = {PGRA: Projected graph relation-feature attention network for heterogeneous information network embedding},
  journal = {Information Sciences},
  year = 2021,
}

@article{CTT100849063,
  author = {Sunil Maurya and Liu Xin and Tsuyoshi MURATA},
  title = {Graph Neural Networks for Fast Node Ranking Approximation},
  journal = {ACM Transactions on Knowledge Discovery from Data},
  year = 2021,
}

@article{CTT100839971,
  author = {Hibiki Taguchi and Liu Xin and Tsuyoshi MURATA},
  title = {Graph Convolutional Networks for Graphs Containing Missing Features},
  journal = {Future Generation Computer Systems},
  year = 2021,
}

@article{CTT100849064,
  author = {Ruidong Jin and Liu Xin and Tsuyoshi MURATA},
  title = {Predicting Emergency Medical Service Demand with Bipartite Graph Convolutional Networks},
  journal = {IEEE Access},
  year = 2021,
}

@article{CTT100836166,
  author = {Nuttapong Chairatanakul and Xin Liu and Tsuyoshi MURATA},
  title = {Recurrent Translation-based Network for Top-N Sparse Sequential Recommendation},
  journal = {IEEE Access},
  year = 2020,
}

@article{CTT100836206,
  author = {Jun Jin Choong and Xin Liu and Tsuyoshi MURATA},
  title = {Optimizing Variational Graph Autoencoder for Community Detection with Dual Optimization},
  journal = {Entropy},
  year = 2020,
}

@article{CTT100800488,
  author = {Liu Xin and Chenyi Zhuang and Tsuyoshi MURATA and Kyoung-Sook Kim and Natthawut Kertkeidkachorn},
  title = {How Much Topological Structure Is Preserved by Graph Embeddings?},
  journal = {Computer Science and Information Systems},
  year = 2019,
}

@article{CTT100795765,
  author = {Jun Jin Choong and Liu Xin and Tsuyoshi MURATA},
  title = {Variational Approach for Learning Community Structures},
  journal = {Complexity},
  year = 2018,
}

@article{CTT100716844,
  author = {Xin Liu and Weichu Liu and Tsuyoshi MURATA and Ken Wakita},
  title = {Community Detection in Multi-Partite Multi-Relational Networks Based on Information Compression},
  journal = {New generation computing : an international journal on fifth generation computers},
  year = 2016,
}

@article{CTT100676086,
  author = {Xin Liu and Weichu Liu and Tsuyoshi Murata and Ken Wakita},
  title = {A Framework for Community Detection in Heterogeneous Multi-Relational Networks},
  journal = {Advances in Complex Systems},
  year = 2014,
}

@article{CTT100676085,
  author = {Xin Liu and Tsuyoshi Murata and Ken Wakita},
  title = {Detecting network communities beyond assortativity-related attributes},
  journal = {Physical Review E},
  year = 2014,
}

@article{CTT100676082,
  author = {Sorn Jarukasemratana and Tsuyoshi Murata and Xin Liu},
  title = {Community Detection Algorithm based on Centrality and Node Closeness in Scale-Free Networks},
  journal = {人工知能学会論文誌},
  year = 2014,
}

@article{CTT100660036,
  author = {杉原貴彦 and LiuXin and 村田剛志},
  title = {Signedネットワークからのコミュニティ抽出},
  journal = {人工知能学会論文誌},
  year = 2013,
}

@article{CTT100660035,
  author = {unknown unknown and Tsuyoshi MURATA and KEN WAKITA},
  title = {Extending modularity by incorporating distance functions in the null model},
  journal = {ArXiv},
  year = 2012,
}

@article{CTT100628725,
  author = {Liu Xin and Tsuyoshi MURATA},
  title = {Detecting Communities in K-Partite K-Uniform (Hyper)Networks},
  journal = {Journal of Computer Science and Technology},
  year = 2011,
}

@article{CTT100608094,
  author = {Xin Liu and Tsuyoshi MURATA},
  title = {An Efficient Algorithm for Optimixing Bipartite Modularity in  Bipartite Networks},
  journal = {},
  year = 2010,
}

@article{CTT100608090,
  author = {Xin Liu and Tsuyoshi MURATA},
  title = {Advanced modularity-specialized label propagation algorithm for detecting communities in networks},
  journal = {Physica A: Statistical Mechanics and its Applications},
  year = 2010,
}

@article{CTT100608086,
  author = {Xin Liu and Tsuyoshi MURATA},
  title = {Community Detection in Large-scale Bipartite Networks},
  journal = {人工知能学会論文誌},
  year = 2010,
}

@inproceedings{CTT100927783,
  author = {Haoyi Xiu and Xin Liu and Weimin Wang and Kyoung-Sook Kim and Takayuki Shinohara and Qiong Chang and Masashi Matsuoka},
  title = {Optimizing Local Feature Representations of 3D Point Clouds with Anisotropic Edge Modeling},
  booktitle = {Proceedings of International Conference on Multimedia Modeling (MMM) 2023},
  year = 2023,
}

@inproceedings{CTT100886746,
  author = {Sunil Kumar Maurya and Liu Xin and Tsuyoshi Murata},
  title = {Not All Neighbors are Friendly. Learning to Choose Hop Features to Improve Node Classification},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100872007,
  author = {Nuttapong Chairatanakul and Hoang Nguyen and Xin Liu and Tsuyoshi MURATA},
  title = {Leaping Through Time with Gradient-based Adaptation for Recommendation},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100875714,
  author = {Nuttapong Chairatanakul and Noppayut Sriwatanasakdi and Nontawat Charoenphakdee and Xin Liu and Tsuyoshi MURATA},
  title = {Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100873862,
  author = {Haoyi Xiu and Xin Liu and Weiming Wang and Kim Kyoung-Sook and Takayuki Shinohara and Qiong Chang and Masashi Matsuoka},
  title = {Enhancing Local Feature Learning for 3D Point Cloud Processing using Unary-Pairwise Attention},
  booktitle = {},
  year = 2021,
}

@inproceedings{CTT100875712,
  author = {Jodelet Quentin Magic and Xin Liu and Tsuyoshi MURATA},
  title = {Balanced Softmax Cross-Entropy for Incremental Learning},
  booktitle = {Lecture Notes in Computer Science},
  year = 2021,
}

@inproceedings{CTT100844066,
  author = {Qiong Chang and Aolong Zha and Weimin Wang and Xin Liu and Masaki Onishi and Tsutomu Maruyama},
  title = {Z2-ZNCC: ZigZag Scanning based Zero-means Normalized Cross Correlation for Fast and Accurate Stereo Matching on Embedded GPU},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100819434,
  author = {Hibiki Taguchi and Tsuyoshi Murata and Xin Liu},
  title = {BiMLPA : Community Detection in Bipartite Networks by Multi-Label Propagation},
  booktitle = {},
  year = 2020,
}

@inproceedings{CTT100836169,
  author = {Sunil Kumar Maurya and Xin Liu and Tsuyoshi MURATA},
  title = {Fast approximations of betweenness centrality with Graph Neural Networks},
  booktitle = {},
  year = 2019,
}

@inproceedings{CTT100795766,
  author = {Liu Xin and Tsuyoshi MURATA and Kyoung-Sook Kim and Chatchawan Kotarasu and Chenyi Zhuang},
  title = {A General View for Network Embedding as Matrix Factorization},
  booktitle = {Proceedings of the 12th ACM International Conference on Web Search and Data Mining (WSDM 2019)},
  year = 2019,
}

@inproceedings{CTT100795246,
  author = {Jun Jin Choong and Liu Xin and Tsuyoshi MURATA},
  title = {Learning Community Structure with Variational Autoencoder},
  booktitle = {Proceedings of IEEE International Conference on Data Mining (ICDM 2018)},
  year = 2018,
}

@inproceedings{CTT100795236,
  author = {Liu Xin and Natthawut Kertkeidkachorn and Tsuyoshi MURATA and Kyoung-Sook Kim and Julien Leblay and Steven Lynden},
  title = {Network Embedding Based on a Quasi-Local Similarity Measure},
  booktitle = {},
  year = 2018,
}

@inproceedings{CTT100795235,
  author = {Liu Xin and Tsuyoshi MURATA and Kyoung-Sook Kim},
  title = {Measuring Graph Reconstruction Precisions---How Well Do Embeddings Preserve the Graph Proximity Structure},
  booktitle = {},
  year = 2018,
}

@inproceedings{CTT100716837,
  author = {Xin Liu and Tsuyoshi MURATA and Ken Wakita},
  title = {A unified modularity by encoding the similarity attraction feature into the null model},
  booktitle = {Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining},
  year = 2014,
}

@inproceedings{CTT100676078,
  author = {Weichu Liu and Tsuyoshi Murata and Xin Liu},
  title = {Community Detection on Heterogeneous Networks},
  booktitle = {2013年度人工知能学会全国大会(第27回)論文集},
  year = 2013,
}

@inproceedings{CTT100676074,
  author = {Sorn Jarukasemratana and Tsuyoshi Murata and Xin Liu},
  title = {Community detection algorithm based on centrality and node distance in scale-free networks},
  booktitle = {Proceedings of the 24th ACM Conference on Hypertext and Social Media (Hypertext 2013)},
  year = 2013,
}

@inproceedings{CTT100676075,
  author = {Xin Liu and Tsuyoshi Murata and Ken Wakita},
  title = {Extracting the multilevel communities based on network structural and nonstructural information},
  booktitle = {Proceedings of the 22nd international conference on World Wide Web},
  year = 2013,
}

@inproceedings{CTT100676077,
  author = {Xin Liu and Tsuyoshi Murata and Ken Wakita},
  title = {Extending modularity by capturing the similarity attraction feature in the null model},
  booktitle = {},
  year = 2013,
}

@inproceedings{CTT100676072,
  author = {Xin Liu and Tsuyoshi Murata and Ken Wakita},
  title = {Exploring the multilevel community structure in D4D dataset},
  booktitle = {},
  year = 2013,
}

@inproceedings{CTT100627899,
  author = {Xin Liu and Tsuyoshi MURATA},
  title = {Extracting the mesoscopic structure from heterogeneous systems},
  booktitle = {Proceedings of the 22nd ACM Conference on Hypertext and Hypermedia (HT'11)},
  year = 2011,
}

@inproceedings{CTT100611858,
  author = {Xin Liu and Tsuyoshi MURATA},
  title = {Evaluating Community Structure in Bipartite Networks},
  booktitle = {Proceedings of the Symposium on Social Computing Application (SCA-10)},
  year = 2010,
}

@inproceedings{CTT100592361,
  author = {Xin LIU and Tsuyoshi MURATA},
  title = {Community Detection in Largte-scale Bipartite Networks},
  booktitle = {Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence (WI'09)},
  year = 2009,
}

@inproceedings{CTT100592359,
  author = {Xin LIU and Tsuyoshi MURATA},
  title = {How Does Label Propagation Algorithm Work in Bipartite Networks?},
  booktitle = {Proceedings of the 2009 International Workshop on Interlligent Web Interaction},
  year = 2009,
}

@misc{CTT100875716,
  author = {Zarina Rakhimberdina and Jodelet Quentin Magic and Xin Liu and Tsuyoshi MURATA},
  title = {Natural Image Reconstruction from fMRI using Deep Learning: A Survey},
  year = 2021,
}