| 2025 | WACV | A Multi-Task Supervised Compression Model for Split Computing. | Yoshitomo Matsubara, Matteo Mendula, Marco Levorato |
| 2023 | ACL | Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages. | Shivanshu Gupta, Yoshitomo Matsubara, Ankit Chadha, Alessandro Moschitti |
| 2023 | ICDCS | SplitBeam: Effective and Efficient Beamforming in Wi-Fi Networks Through Split Computing. | Niloofar Bahadori, Yoshitomo Matsubara, Marco Levorato, Francesco Restuccia |
| 2022 | EMNLP | Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems. | Yoshitomo Matsubara, Luca Soldaini, Eric Lind, Alessandro Moschitti |
| 2022 | WACV | Supervised Compression for Resource-Constrained Edge Computing Systems. | Yoshitomo Matsubara, Ruihan Yang, Marco Levorato, Stephan Mandt |
| 2022 | WoWMoM | BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing. | Yoshitomo Matsubara, Davide Callegaro, Sameer Singh, Marco Levorato, Francesco Restuccia |
| 2020 | EMNLP | COVIDLies: Detecting COVID-19 Misinformation on Social Media. | Tamanna Hossain, Robert L. Logan IV, Arjuna Ugarte, Yoshitomo Matsubara, Sean Young, Sameer Singh |
| 2020 | GLOBECOM | Optimal Task Allocation for Time-Varying Edge Computing Systems with Split DNNs. | Davide Callegaro, Yoshitomo Matsubara, Marco Levorato |
| 2020 | ICPR | Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks. | Yoshitomo Matsubara, Marco Levorato |
| 2020 | SIGIR | Reranking for Efficient Transformer-based Answer Selection. | Yoshitomo Matsubara, Thuy Vu, Alessandro Moschitti |
| 2019 | MOBICOM | Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems. | Yoshitomo Matsubara, Sabur Baidya, Davide Callegaro, Marco Levorato, Sameer Singh |
| 2016 | ICMLA | Screen Unlocking by Spontaneous Flick Reactions with One-Class Classification Approaches. | Yoshitomo Matsubara, Haruhiko Nishimura, Toshiharu Samura, Hiroyuki Yoshimoto, Ryohei Tanimoto |