| Drkg-drug repurposing knowledge graph for covid-19 VN Ioannidis, X Song, S Manchanda, M Li, X Pan, D Zheng, X Ning, ... https://github.com/gnn4dr/DRKG/blob/master/DRKG%20Drug%20Repurposing …, 2020 | 123* | 2020 |
| Kernel-based reconstruction of space-time functions via extended graphs VN Ioannidis, D Romero, GB Giannakis 2016 50th Asilomar Conference on Signals, Systems and Computers, 1829-1833, 2016 | 108* | 2016 |
| COVID-19 knowledge graph: accelerating information retrieval and discovery for scientific literature C Wise, VN Ioannidis, MR Calvo, X Song, G Price, N Kulkarni, R Brand, ... AACL 2020 workshop, 2020 | 98 | 2020 |
| Tgl: A general framework for temporal gnn training on billion-scale graphs H Zhou, D Zheng, I Nisa, V Ioannidis, X Song, G Karypis VLDB 2022, 2022 | 96 | 2022 |
| Semi-Blind Inference of Topologies and Dynamical Processes Over Dynamic Graphs VN Ioannidis, Y Shen, GB Giannakis IEEE Transactions on Signal Processing 67 (9), 2263-2274, 2019 | 69 | 2019 |
| Coupled graphs and tensor factorization for recommender systems and community detection VN Ioannidis, AS Zamzam, GB Giannakis, ND Sidiropoulos IEEE Transactions on Knowledge and Data Engineering 33 (3), 909-920, 2019 | 62* | 2019 |
| Few-shot link prediction via graph neural networks for covid-19 drug-repurposing VN Ioannidis, D Zheng, G Karypis ICML 2020; Graph Representation Learning and Beyond, 2020 | 61 | 2020 |
| 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 | 60 | 2022 |
| A recurrent graph neural network for multi-relational data VN Ioannidis, AG Marques, GB Giannakis ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 44 | 2019 |
| Inference of spatio-temporal functions over graphs via multikernel kriged kalman filtering VN Ioannidis, D Romero, GB Giannakis IEEE Transactions on Signal Processing 66 (12), 3228-3239, 2018 | 44* | 2018 |
| Unveiling anomalous nodes via random sampling and consensus on graphs VN Ioannidis, D Berberidis, GB Giannakis ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 39* | 2021 |
| Graph neural networks for predicting protein functions VN Ioannidis, AG Marques, GB Giannakis 2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019 | 36 | 2019 |
| Tensor graph convolutional networks for multi-relational and robust learning VN Ioannidis, AG Marques, GB Giannakis IEEE Transactions on Signal Processing 68, 6535-6546, 2020 | 32 | 2020 |
| Kernel-based inference of functions over graphs VN Ioannidis, M Ma, AN Nikolakopoulos, GB Giannakis, D Romero Adaptive Learning Methods for Nonlinear System Modeling, 173-198, 2018 | 32 | 2018 |
| 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, ... Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 25 | 2023 |
| Graph-aware language model pre-training on a large graph corpus can help multiple graph applications H Xie, D Zheng, J Ma, H Zhang, VN Ioannidis, X Song, Q Ping, S Wang, ... Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 21 | 2023 |
| Defending graph convolutional networks against adversarial attacks VN Ioannidis, GB Giannakis ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 21* | 2020 |
| Does your graph need a confidence boost? Convergent boosted smoothing on graphs with tabular node features J Chen, J Mueller, VN Ioannidis, S Adeshina, Y Wang, T Goldstein, D Wipf International Conference on Learning Representations 2022, 2021 | 20* | 2021 |
| Pruned graph scattering transforms VN Ioannidis, S Chen, GB Giannakis International Conference on Learning Representations, 2020 | 20 | 2020 |
| A knowledge graph of clinical trials (CTKG) Z Chen, B Peng, VN Ioannidis, M Li, G Karypis, X Ning Scientific reports 12 (1), 4724, 2022 | 19* | 2022 |
Georgios B. GiannakisMcKnight Presidential Chair in ECE Dept., University of MinnesotaVerified email at umn.edu
