| Graph infoclust: Maximizing coarse-grain mutual information in graphs C Mavromatis, G Karypis Pacific-Asia Conference on Knowledge Discovery and Data Mining, 541-553, 2021 | 112* | 2021 |
| Decentralized blockchain-based consensus for Optimal Power Flow solutions M Foti, C Mavromatis, M Vavalis Applied Energy 283, 116100, 2021 | 54 | 2021 |
| TempoQR: Temporal Question Reasoning over Knowledge Graphs C Mavromatis, PL Subramanyam, VN Ioannidis, A Adeshina, PR Howard, ... Proceedings of the AAAI Conference on Artificial Intelligence 36 (5), 5825-5833, 2022 | 43 | 2022 |
| Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs C Mavromatis, VN Ioannidis, S Wang, D Zheng, S Adeshina, J Ma, H Zhao, ... ECML PKDD 2023. Machine Learning and Knowledge Discovery in Databases …, 2023 | 19 | 2023 |
| Auto-tuned weighted-penalty parameter ADMM for distributed optimal power flow C Mavromatis, M Foti, M Vavalis IEEE Transactions on Power Systems 36 (2), 970-978, 2020 | 18 | 2020 |
| ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs C Mavromatis, G Karypis Findings of the Association for Computational Linguistics: EMNLP 2022, 2447 …, 2022 | 11 | 2022 |
| Which examples to annotate for in-context learning? towards effective and efficient selection C Mavromatis, B Srinivasan, Z Shen, J Zhang, H Rangwala, C Faloutsos, ... arXiv preprint arXiv:2310.20046, 2023 | 10 | 2023 |
| Hemi: Multi-view embedding in heterogeneous graphs C Mavromatis, G Karypis arXiv preprint arXiv:2109.07008, 2021 | 6 | 2021 |
| Unveiling anomalous edges and nominal connectivity of attributed networks KD Polyzos*, C Mavromatis*, VN Ioannidis, GB Giannakis 2020 54th Asilomar Conference on Signals, Systems, and Computers, 726-730, 2020 | 5 | 2020 |
| Blockchain Design and Implementation for Decentralized Optimal Power Flow K Mavromatis, M Foti, M Vavalis Bachelor thesis, University of Thessaly, 2018.[Online]. Available: https …, 2018 | 2 | 2018 |
| SemPool: Simple, robust, and interpretable KG pooling for enhancing language models C Mavromatis, P Karypis, G Karypis Pacific-Asia Conference on Knowledge Discovery and Data Mining, 154-166, 2024 | 1 | 2024 |
| Global and nodal mutual information maximization in heterogeneous graphs C Mavromatis, G Karypis ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
| GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning C Mavromatis, G Karypis arXiv preprint arXiv:2405.20139, 2024 | | 2024 |
| Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization C Mavromatis, P Karypis, G Karypis arXiv preprint arXiv:2404.11531, 2024 | | 2024 |
