| 2025 | IJCNN | Bounding the Worst-class Error: A Boosting Approach. | Yuya Saito, Shinnosuke Matsuo, Seiichi Uchida, Daiki Suehiro |
| 2025 | WACV | Ordinal Multiple-instance Learning for Ulcerative Colitis Severity Estimation with Selective Aggregated Transformer. | Kaito Shiku, Kazuya Nishimura, Daiki Suehiro, Kiyohito Tanaka, Ryoma Bise |
| 2024 | ECAI | Theoretical Proportion Label Perturbation for Learning from Label Proportions in Large Bags. | Shunsuke Kubo, Shinnosuke Matsuo, Daiki Suehiro, Kazuhiro Terada, Hiroaki Ito, Akihiko Yoshizawa, Ryoma Bise |
| 2024 | ICASSP | Counting Network for Learning from Majority Label. | Kaito Shiku, Shinnosuke Matsuo, Daiki Suehiro, Ryoma Bise |
| 2024 | MICCAI | Learning from Partial Label Proportions for Whole Slide Image Segmentation. | Shinnosuke Matsuo, Daiki Suehiro, Seiichi Uchida, Hiroaki Ito, Kazuhiro Terada, Akihiko Yoshizawa, Ryoma Bise |
| 2023 | ICASSP | Learning From Label Proportion with Online Pseudo-Label Decision by Regret Minimization. | Shinnosuke Matsuo, Ryoma Bise, Seiichi Uchida, Daiki Suehiro |
| 2023 | ICCV | MixBag: Bag-Level Data Augmentation for Learning from Label Proportions. | Takanori Asanomi, Shinnosuke Matsuo, Daiki Suehiro, Ryoma Bise |
| 2022 | DAS | Revealing Reliable Signatures by Learning Top-Rank Pairs. | Xiaotong Ji, Yan Zheng, Daiki Suehiro, Seiichi Uchida |
| 2022 | UAI | Simplified and unified analysis of various learning problems by reduction to Multiple-Instance Learning. | Daiki Suehiro, Eiji Takimoto |
| 2021 | ICONIP | Top-Rank Learning Robust to Outliers. | Yan Zheng, Daiki Suehiro, Seiichi Uchida |
| 2021 | MICCAI | Cell Detection from Imperfect Annotation by Pseudo Label Selection Using P-classification. | Kazuma Fujii, Daiki Suehiro, Kazuya Nishimura, Ryoma Bise |
| 2020 | WACV | Adaptive Aggregation of Arbitrary Online Trackers with a Regret Bound. | Heon Song, Daiki Suehiro, Seiichi Uchida |
| 2019 | ICDAR | Logo Design Analysis by Ranking. | Takuro Karamatsu, Daiki Suehiro, Seiichi Uchida |
| 2019 | ICDAR | RankSVM for Offline Signature Verification. | Yan Zheng, Yuchen Zheng, Wataru Ohyama, Daiki Suehiro, Seiichi Uchida |
| 2017 | ICALT | Face-to-Face Teaching Analytics: Extracting Teaching Activities from E-Book Logs via Time-Series Analysis. | Daiki Suehiro, Yuta Taniguchi, Atsushi Shimada, Hiroaki Ogata |
| 2017 | ICALT | Revealing Hidden Impression Topics in Students' Journals Based on Nonnegative Matrix Factorization. | Yuta Taniguchi, Daiki Suehiro, Atsushi Shimada, Hiroaki Ogata |
| 2017 | LAK | Real-time learning analytics for C programming language courses. | Xinyu Fu, Atsushi Shimada, Hiroaki Ogata, Yuta Taniguchi, Daiki Suehiro |
| 2012 | ALT | Online Prediction under Submodular Constraints. | Daiki Suehiro, Kohei Hatano, Shuji Kijima, Eiji Takimoto, Kiyohito Nagano |
| 2011 | ALT | Approximate Reduction from AUC Maximization to 1-Norm Soft Margin Optimization. | Daiki Suehiro, Kohei Hatano, Eiji Takimoto |