| 2026 | ACNS | SoK: Benchmark Datasets for Evaluating AI Safety - Gaps Between Guidelines and Practice. | Nami Ashizawa, Osamu Saisho |
| 2026 | CHI | Making Sense of Core Body Temperature: How People Interpret Circadian Rhythm Feedback in Everyday Life. | Masami Takahashi, Osamu Saisho, Takafumi Inoue, Yujiro Tanaka, Daichi Matsunaga |
| 2025 | HCI | CAPT-AI: Study on AI Model Identification Using Ability Differences. | Seiya Kajihara, Takumi Takaiwa, Tsubasa Shibata, Nami Ashizawa, Naoto Kiribuchi, Toshiki Shibahara, Osamu Saisho, Tetsushi Ohki, Masakatsu Nishigaki |
| 2025 | PERCOM | Efficient Privacy-Preserving Data Annotation via Active PrivBayes Synthetic Data Generation. | Osamu Saisho, Takayuki Miura, Kazuki Iwahana, Masanobu Kii, Rina Okada |
| 2024 | ACSAC | Restoring Unintended Model Learning by Error Correcting Code. | Nami Ashizawa, Toshiki Shibahara, Naoto Kiribuchi, Osamu Saisho, Naoto Yanai |
| 2023 | AAAI | Beam Search Optimized Batch Bayesian Active Learning. | Jingyu Sun, Hongjie Zhai, Osamu Saisho, Susumu Takeuchi |
| 2023 | ESORICS | Can Inputs' Reconstruction Information Be Coded into Machine Learning Model's Outputs? | Kazuki Iwahana, Osamu Saisho, Takayuki Miura, Akira Ito |
| 2022 | PACLIC | Probable Human Knowledge Elicitation for Efficient Human-in-the-Loop Text Classification without Any Label-Related Data. | Osamu Saisho |
| 2021 | PERCOM | Human Knowledge Based Efficient Interactive Data Annotation via Active Weakly Supervised Learning. | Osamu Saisho, Takeshi Ohguro, Jingyu Sun, Hiroshi Imamura, Susumu Takeuchi, Daigoro Yokozeki |
| 2015 | ISWC | Fine-grained social relationship extraction from real activity data under coarse supervision. | Kota Tsubouchi, Osamu Saisho, Junichi Sato, Seira Araki, Masamichi Shimosaka |