| 2025 | ISIT | Linearly Convergent Mixup Learning. | Gakuto Obi, Ayato Saito, Yuto Sasaki, Tsuyoshi Kato |
| 2021 | ICIP | Adaptive Signal Variances: CNN Initialization Through Modern Architectures. | Takahiko Henmi, Esmeraldo Ronnie Rey Zara, Yoshihiro Hirohashi, Tsuyoshi Kato |
| 2021 | SDM | Frank-Wolfe algorithm for learning SVM-type multi-category classifiers. | Kenya Tajima, Yoshihiro Hirohashi, Esmeraldo Ronnie Rey Zara, Tsuyoshi Kato |
| 2020 | ICPR | Learning Sign-Constrained Support Vector Machines. | Kenya Tajima, Kohei Tsuchida, Esmeraldo Ronnie Rey Zara, Naoya Ohta, Tsuyoshi Kato |
| 2019 | ACML | Learning Weighted Top- | Tsuyoshi Kato, Yoshihiro Hirohashi |
| 2016 | ECCV | Stochastic Dykstra Algorithms for Metric Learning with Positive Definite Covariance Descriptors. | Tomoki Matsuzawa, Raissa Relator, Jun Sese, Tsuyoshi Kato |
| 2013 | IECON | Impulse noise removal by using one-dimensional switching median filter applied along space-filling curve reflecting structural context of image. | Takanori Koga, Noriaki Suetake, Tsuyoshi Kato, Eiji Uchino |
| 2013 | MVA | Mean polynomial kernel for face membership authentication. | Raissa Relator, Yoshihiro Hirohashi, Tsuyoshi Kato |
| 2010 | BIBE | An Accurate Prediction Method for Protein Structural Class from Signal Patterns of NMR Spectra in the Absence of Chemical Shift Assignments. | Hiromi Arai, Naoya Tochio, Tsuyoshi Kato, Takanori Kigawa, Masayuki Yamamura |
| 2010 | ICDM | Parametric Templates: A New Enzyme Active-Site Prediction Algorithm. | Tsuyoshi Kato, Kazuhiro Suwa, Nozomi Nagano |
| 2009 | SDM | Link Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction. | Hisashi Kashima, Tsuyoshi Kato, Yoshihiro Yamanishi, Masashi Sugiyama, Koji Tsuda |
| 2008 | SDM | Integration of Multiple Networks for Robust Label Propagation. | Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama |
| 2005 | ICNC | Operator Dynamics in Molecular Biology. | Tsuyoshi Kato |
| 2004 | SSPR | A New Variational Framework for Rigid-Body Alignment. | Tsuyoshi Kato, Koji Tsuda, Kentaro Tomii, Kiyoshi Asai |
| 2002 | SSPR | Asymmetric Gaussian and Its Application to Pattern Recognition. | Tsuyoshi Kato, Shinichiro Omachi, Hirotomo Aso |
| 2000 | ICPR | Precise Hand-printed Character Recognition Using Elastic Models via Nonlinear Transformation. | Tsuyoshi Kato, Shinichiro Omachi, Hirotomo Aso |