| 2025 | IJCNN | Adaptive Gradient Algorithm with Momentum based on Spatiotemporal Second-order Dynamical Model. | Shahrzad Mahboubi, Hiroshi Ninomiya |
| 2022 | AAAI | A Stochastic Momentum Accelerated Quasi-Newton Method for Neural Networks (Student Abstract). | S. Indrapriyadarsini, Shahrzad Mahboubi, Hiroshi Ninomiya, Takeshi Kamio, Hideki Asai |
| 2022 | PRICAI | Generative Model of Suitable Meme Sentences for Images Using AutoEncoder. | Ryo Yamatomi, Shahrzad Mahboubi, Hiroshi Ninomiya |
| 2020 | ISCAS | A Neural Network Approach to Analog Circuit Design Optimization using Nesterov's Accelerated Quasi-Newton Method. | S. Indrapriyadarsini, Shahrzad Mahboubi, Hiroshi Ninomiya, Takeshi Kamio, Hideki Asai |
| 2019 | ICMLA | A Stochastic Variance Reduced Nesterov's Accelerated Quasi-Newton Method. | Sota Yasuda, Shahrzad Mahboubi, S. Indrapriyadarsini, Hiroshi Ninomiya, Hideki Asai |
| 2019 | PRICAI | Momentum Acceleration of Quasi-Newton Training for Neural Networks. | Shahrzad Mahboubi, S. Indrapriyadarsini, Hiroshi Ninomiya, Hideki Asai |
| 2018 | ICMLA | Implementation of a Modified Nesterov's Accelerated Quasi-Newton Method on Tensorflow. | S. Indrapriyadarsini, Shahrzad Mahboubi, Hiroshi Ninomiya, Hideki Asai |