| Topology-preserving deep image segmentation X Hu, F Li, D Samaras, C Chen Advances in Neural Information Processing Systems, 5657-5668, 2019 | 289 | 2019 |
| Persistent homology computation with a twist C Chen, M Kerber Proceedings 27th European Workshop on Computational Geometry 11, 197-200, 2011 | 174 | 2011 |
| Learning with Feature Dependent Label Noise: a Progressive Approach Y Zhang, S Zheng, P Wu, M Goswami, C Chen International Conference on Learning Representations (ICLR), 2021 | 169 | 2021 |
| Efficient computation of persistent homology for cubical data H Wagner, C Chen, E Vuçini Topological methods in data analysis and visualization II: theory …, 2011 | 147 | 2011 |
| Error-Bounded Correction of Noisy Labels S Zheng, P Wu, A Goswami, M Goswami, D Metaxas, C Chen ICML, 2020 | 139 | 2020 |
| A Topological Regularizer for Classifiers via Persistent Homology C Chen, X Ni, Q Bai, Y Wang The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 134 | 2019 |
| Localization in the Crowd with Topological Constraints S Abousamra, M Hoai, D Samaras, C Chen AAAI Conference in Artificial Intelligence (AAAI), 2021 | 132 | 2021 |
| A Topological Filter for Learning with Label Noise P Wu, S Zheng, M Goswami, D Metaxas, C Chen Advances in Neural Information Processing Systems 33, 2020 | 128 | 2020 |
| Hardness results for homology localization C Chen, D Freedman Discrete & Computational Geometry 45 (3), 425-448, 2011 | 102 | 2011 |
| Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data Q Chang, H Qu, Y Zhang, M Sabuncu, C Chen, T Zhang, DN Metaxas Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 91 | 2020 |
| Topology-Aware Segmentation Using Discrete Morse Theory X Hu, Y Wang, L Fuxin, D Samaras, C Chen International Conference on Learning Representations (ICLR), 2021 | 86 | 2021 |
| Persistence Enhanced Graph Neural Network Q Zhao, Z Ye, C Chen, Y Wang International Conference on Artificial Intelligence and Statistics, 2896-2906, 2020 | 79 | 2020 |
| Annotating simplices with a homology basis and its applications O Busaryev, S Cabello, C Chen, TK Dey, Y Wang Scandinavian workshop on algorithm theory, 189-200, 2012 | 75 | 2012 |
| Deep learning-based image analysis methods for brightfield-acquired multiplex immunohistochemistry images DJ Fassler, S Abousamra, R Gupta, C Chen, M Zhao, D Paredes, ... Diagnostic pathology 15, 1-11, 2020 | 71 | 2020 |
| An output-sensitive algorithm for persistent homology C Chen, M Kerber Computational Geometry 46 (4 - special issue for SOCG 2011), 435-447, 2013 | 69 | 2013 |
| Measuring and computing natural generators for homology groups C Chen, D Freedman Computational Geometry 43 (2), 169-181, 2010 | 69 | 2010 |
| Enforcing topological constraints in random field image segmentation C Chen, D Freedman, CH Lampert CVPR 2011, 2089-2096, 2011 | 65 | 2011 |
| Multi-feature based network revealing the structural abnormalities in autism spectrum disorder W Zheng, T Eilam-Stock, T Wu, A Spagna, C Chen, B Hu, J Fan IEEE Transactions on Affective Computing 12 (3), 732-742, 2019 | 64 | 2019 |
| A Study of the Attention Abnormality in Trojaned BERTs W Lyu, S Zheng, T Ma, C Chen NAACL, 2022 | 63 | 2022 |
| Hick–Hyman law is mediated by the cognitive control network in the brain T Wu, AJ Dufford, LJ Egan, MA Mackie, C Chen, C Yuan, C Chen, X Li, ... Cerebral Cortex 28 (7), 2267-2282, 2018 | 63 | 2018 |
Dimitris N. MetaxasBoard of Governors Professor of Computer Science, Rutgers UniversityVerified email at cs.rutgers.edu
