| 2025 | KDD | Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed Features. | Sukwon Yun, Xin Liu, Yunhak Oh, Junseok Lee, Tianlong Chen, Tsuyoshi Murata, Chanyoung Park |
| 2025 | WSDM | Towards Personalized Federated Multi-Scenario Multi-Task Recommendation. | Yue Ding, Yanbiao Ji, Xun Cai, Xin Xin, Yuxiang Lu, Suizhi Huang, Chang Liu, Xiaofeng Gao, Tsuyoshi Murata, Hongtao Lu |
| 2024 | PAKDD | DEGNN: Dual Experts Graph Neural Network Handling both Edge and Node Feature Noise. | Tai Hasegawa, Sukwon Yun, Xin Liu, Yin Jun Phua, Tsuyoshi Murata |
| 2022 | AAAI | Leaping through Time with Gradient-Based Adaptation for Recommendation. | Nuttapong Chairatanakul, Hoang NT, Xin Liu, Tsuyoshi Murata |
| 2022 | CIKM | Not All Neighbors are Friendly: Learning to Choose Hop Features to Improve Node Classification. | Sunil Kumar Maurya, Xin Liu, Tsuyoshi Murata |
| 2022 | DIS | Predicting Potential Real-Time Donations in YouTube Live Streaming Services via Continuous-Time Dynamic Graph. | Ruidong Jin, Xin Liu, Tsuyoshi Murata |
| 2021 | EMNLP | Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph. | Nuttapong Chairatanakul, Noppayut Sriwatanasakdi, Nontawat Charoenphakdee, Xin Liu, Tsuyoshi Murata |
| 2021 | ICANN | Balanced Softmax Cross-Entropy for Incremental Learning. | Quentin Jodelet, Xin Liu, Tsuyoshi Murata |
| 2020 | AAAI | Can Eruptions Be Predicted? Short-Term Prediction of Volcanic Eruptions via Attention-Based Long Short-Term Memory. | Hiep V. Le, Tsuyoshi Murata, Masato Iguchi |
| 2020 | ACML | {M. | Kaushalya Madhawa, Tsuyoshi Murata |
| 2020 | ICPR | Revisiting Graph Neural Networks: Graph Filtering Perspective. | Hoang NT, Takanori Maehara, Tsuyoshi Murata |
| 2019 | CIKM | Fast Approximations of Betweenness Centrality with Graph Neural Networks. | Sunil Kumar Maurya, Xin Liu, Tsuyoshi Murata |
| 2019 | WSDM | A General View for Network Embedding as Matrix Factorization. | Xin Liu, Tsuyoshi Murata, Kyoung-Sook Kim, Chatchawan Kotarasu, Chenyi Zhuang |
| 2018 | ICDM | Learning Community Structure with Variational Autoencoder. | Jun Jin Choong, Xin Liu, Tsuyoshi Murata |
| 2018 | PRICAI | Network Embedding Based on a Quasi-Local Similarity Measure. | Xin Liu, Natthawut Kertkeidkachorn, Tsuyoshi Murata, Kyoung-Sook Kim, Julien Leblay, Steven J. Lynden |
| 2018 | WWW | MELL: Effective Embedding Method for Multiplex Networks. | Ryuta Matsuno, Tsuyoshi Murata |
| 2016 | WSDM | Transductive Classification on Heterogeneous Information Networks with Edge Betweenness-based Normalization. | Phiradet Bangcharoensap, Tsuyoshi Murata, Hayato Kobayashi, Nobuyuki Shimizu |
| 2013 | WWW | Extracting the multilevel communities based on network structural and nonstructural information. | Xin Liu, Tsuyoshi Murata, Ken Wakita |
| 2011 | ICDM | Visual Analysis of Bipartite Networks. | Supaporn Spanurattana, Tsuyoshi Murata |
| 2010 | WWW | Detecting communities from tripartite networks. | Tsuyoshi Murata |
| 2008 | ICWSM | Analysis of Online Question-Answering Forums as Heterogeneous Networks. | Tsuyoshi Murata, Tomoyuki Ikeya |
| 2006 | ICARCV | Extracting Keywords of Web Users' Interests and Visualizing their Routine Visits. | Tsuyoshi Murata, Kuniko Saito |
| 2004 | DIAGRAMS | Roles of Diagrammatic Information for the Discovery of Geometrical Theorems. | Tsuyoshi Murata |
| 2003 | DIS | Discovery of Web Communities from Positive and Negative Examples. | Tsuyoshi Murata |
| 2001 | DIS | A Method for Discovering Purified Web Communities. | Tsuyoshi Murata |
| 2001 | WWW | Finding Related Web Pages Based on Connectivity Information from a Search Engine. | Tsuyoshi Murata |
| 2000 | DIS | Discovery of Web Communities Based on the Co-Occurence of References. | Tsuyoshi Murata |
| 1999 | DIS | Machine Discovery Based on the Co-occurrence of References in a Search Engine. | Tsuyoshi Murata |
| 1996 | AAAI | Machine Discovery Based on Numerical Data Generated in Computer Experiments. | Tsuyoshi Murata, Masamichi Shimura |
| 1994 | AAAI | A Discovery System for Trigonometric Functions. | Tsuyoshi Murata, Masami Mizutani, Masamichi Shimura |