| 2026 | PAKDD | On Imbalanced Regression with Hoeffding Trees. | Pantia-Marina Alchirch, Dimitrios I. Diochnos |
| 2025 | ECAI | Meta Co-Training: Two Views Are Better than One. | Jay C. Rothenberger, Dimitrios I. Diochnos |
| 2022 | AAAI | Wind Prediction under Random Data Corruption (Student Abstract). | Conner Flansburg, Dimitrios I. Diochnos |
| 2022 | EUROGP | Evolving Monotone Conjunctions in Regimes Beyond Proved Convergence. | Pantia-Marina Alchirch, Dimitrios I. Diochnos, Katia Papakonstantinopoulou |
| 2021 | SDM | Learning Reliable Rules under Class Imbalance. | Dimitrios I. Diochnos, Theodore B. Trafalis |
| 2020 | AAAI | Understanding the Semantic Content of Sparse Word Embeddings Using a Commonsense Knowledge Base. | Vanda Balogh, Gbor Berend, Dimitrios I. Diochnos, Gyrgy Turn |
| 2020 | ICMLA | Lower Bounds for Adversarially Robust PAC Learning under Evasion and Hybrid Attacks. | Dimitrios I. Diochnos, Saeed Mahloujifar, Mohammad Mahmoody |
| 2020 | ISAIM | Lower Bounds for Adversarially Robust PAC Learning. | Dimitrios I. Diochnos, Saeed Mahloujifar, Mohammad Mahmoody |
| 2019 | AAAI | The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure. | Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody |
| 2018 | ALT | Learning under $p$-Tampering Attacks. | Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody |
| 2018 | ISAIM | On the Evolvability of Monotone Monomials with a (1+1) Evolutionary Algorithm. | Dimitrios I. Diochnos |
| 2018 | ISAIM | Learning under p-Tampering Attacks. | Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody |
| 2017 | SAC | SmartOrch: an adaptive orchestration system for human-machine collectives. | Michael Rovatsos, Dimitrios I. Diochnos, Zhenyu Wen, Sofia Ceppi, Pavlos Andreadis |
| 2016 | ALT | On the Evolution of Monotone Conjunctions: Drilling for Best Approximations. | Dimitrios I. Diochnos |
| 2010 | FUN | Leveling-Up in Heroes of Might and Magic III. | Dimitrios I. Diochnos |
| 2007 | ISSAC | On the complexity of real solving bivariate systems. | Dimitrios I. Diochnos, Ioannis Z. Emiris, Elias P. Tsigaridas |