| 2025 | SMC | Deterministic and Stochastic Hybrid Modeling with Regularization. | Akira Osaka, Naoya Takeishi, Takehisa Yairi |
| 2024 | ICAART | Adaptive Action Supervision in Reinforcement Learning from Real-World Multi-Agent Demonstrations. | Keisuke Fujii, Kazushi Tsutsui, Atom Scott, Hiroshi Nakahara, Naoya Takeishi, Yoshinobu Kawahara |
| 2024 | ICML | Mimicking Better by Matching the Approximate Action Distribution. | Joo A. Cndido Ramos, Lionel Blond, Naoya Takeishi, Alexandros Kalousis |
| 2023 | AISTATS | Deep Grey-Box Modeling With Adaptive Data-Driven Models Toward Trustworthy Estimation of Theory-Driven Models. | Naoya Takeishi, Alexandros Kalousis |
| 2021 | AAAI | Learning Dynamics Models with Stable Invariant Sets. | Naoya Takeishi, Yoshinobu Kawahara |
| 2020 | IJCAI | Knowledge-Based Regularization in Generative Modeling. | Naoya Takeishi, Yoshinobu Kawahara |
| 2019 | ACML | Kernel Learning for Data-Driven Spectral Analysis of Koopman Operators. | Naoya Takeishi |
| 2019 | ICDM | Shapley Values of Reconstruction Errors of PCA for Explaining Anomaly Detection. | Naoya Takeishi |
| 2019 | PRICAI | Neural Gray-Box Identification of Nonlinear Partial Differential Equations. | Riku Sasaki, Naoya Takeishi, Takehisa Yairi, Koichi Hori |
| 2018 | ACL | Dynamic and Static Topic Model for Analyzing Time-Series Document Collections. | Rem Hida, Naoya Takeishi, Takehisa Yairi, Koichi Hori |
| 2017 | ICIP | Sparse nonnegative dynamic mode decomposition. | Naoya Takeishi, Yoshinobu Kawahara, Takehisa Yairi |
| 2017 | IJCAI | Bayesian Dynamic Mode Decomposition. | Naoya Takeishi, Yoshinobu Kawahara, Yasuo Tabei, Takehisa Yairi |
| 2016 | PAKDD | Dynamic Grouped Mixture Models for Intermittent Multivariate Sensor Data. | Naoya Takeishi, Takehisa Yairi, Naoki Nishimura, Yuta Nakajima, Noboru Takata |
| 2015 | ICRA | Simultaneous estimation of shape and motion of an asteroid for automatic navigation. | Naoya Takeishi, Takehisa Yairi, Yuichi Tsuda, Fuyuto Terui, Naoko Ogawa, Yuya Mimasu |
| 2014 | SMC | Anomaly detection from multivariate time-series with sparse representation. | Naoya Takeishi, Takehisa Yairi |