| Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting Y Chen, I Segovia-Dominguez, YR Gel International Conference on Machine Learning (ICML), 1684-1694, 2021 | 99 | 2021 |
| Improving the generation and selection of virtual populations in quantitative systems pharmacology models TR Rieger, RJ Allen, L Bystricky, Y Chen, GW Colopy, Y Cui, A Gonzalez, ... Progress in biophysics and molecular biology 139, 15-22, 2018 | 69 | 2018 |
| TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting Y Chen, I Segovia-Dominguez, B Coskunuzer, Y Gel International Conference on Learning Representations, 2022 | 51 | 2022 |
| Topological Relational Learning on Graphs Y Chen, B Coskunuzer, YR Gel Advances in Neural Information Processing Systems 34, 2021 | 33 | 2021 |
| BScNets: Block Simplicial Complex Neural Networks Y Chen, YR Gel, HV Poor Proceedings of the AAAI Conference on Artificial Intelligence, 2021 | 25 | 2021 |
| Deep ensemble classifiers and peer effects analysis for churn forecasting in retail banking Y Chen, YR Gel, V Lyubchich, T Winship Pacific-Asia Conference on Knowledge Discovery and Data Mining, 373-385, 2018 | 13 | 2018 |
| Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting Y Chen, Y Gel, HV Poor Advances in Neural Information Processing Systems, 2022 | 12 | 2022 |
| Deep learning Ethereum token price prediction with network motif analysis Y Chen, HKT Ng 2019 International Conference on Data Mining Workshops (ICDMW), 232-237, 2019 | 12 | 2019 |
| ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery A Demir, B Coskunuzer, I Segovia-Dominguez, Y Chen, Y Gel, B Kiziltan Advances in Neural Information Processing Systems, 2022 | 10 | 2022 |
| LFGCN: Levitating over Graphs with Levy Flights Y Chen, YR Gel, K Avrachenkov 2020 IEEE International Conference on Data Mining (ICDM), 960-965, 2020 | 10 | 2020 |
| Snowboot: bootstrap methods for network inference Y Chen, YR Gel, V Lyubchich, K Nezafati arXiv preprint arXiv:1902.09029, 2019 | 10 | 2019 |
| Does Air Quality Really Impact COVID-19 Clinical Severity: Coupling NASA Satellite Datasets with Geometric Deep Learning I Segovia Dominguez, H Lee, Y Chen, M Garay, KM Gorski, YR Gel Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 9 | 2021 |
| Topological machine learning methods for power system responses to contingencies B Bush, Y Chen, D Ofori-Boateng, YR Gel Proceedings of the Innovative Applications of Artificial Intelligence Conference, 2021 | 9 | 2021 |
| Topological Pooling on Graphs Y Chen, YR Gel Proceedings of the AAAI Conference on Artificial Intelligence, 2023 | 6 | 2023 |
| Efficient Planning of Multi-Robot Collective Transport using Graph Reinforcement Learning with Higher Order Topological Abstraction S Paul, W Li, B Smyth, Y Chen, Y Gel, S Chowdhury International Conference on Robotics and Automation, 2023 | 5 | 2023 |
| Deepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning Y Chen, Y Marchetti, YR Gel Proceedings of the AAAI Conference on Artificial Intelligence 35 (17), 15278 …, 2021 | 4 | 2021 |
| A simplicial epidemic model for COVID-19 spread analysis Y Chen, YR Gel, MV Marathe, HV Poor Proceedings of the National Academy of Sciences 121 (1), e2313171120, 2024 | 3 | 2024 |
| Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets Y Chen, T Jiang, M Heleno, A Moreira, YR Gel 2022 IEEE International Conference on Big Data (Big Data), 2022 | 3 | 2022 |
| Tlife-GDN: Detecting and Forecasting Spatio-Temporal Anomalies via Persistent Homology and Geometric Deep Learning Z Zhen, Y Chen, I Segovia-Dominguez, YR Gel Advances in Knowledge Discovery and Data Mining: 26th Pacific-Asia …, 2022 | 3 | 2022 |
| Tensor-view Topological Graph Neural Network T Wen, E Chen, Y Chen Proceedings of the International Conference on Artificial Intelligence and …, 2024 | 2 | 2024 |
