| Bridging the gap between spatial and spectral domains: A survey on graph neural networks Z Chen, F Chen, L Zhang, T Ji, K Fu, L Zhao, F Chen, L Wu, C Aggarwal, ... arXiv preprint arXiv:2002.11867, 2020 | 48 | 2020 |
| Mitigating uncertainty in document classification X Zhang, F Chen, CT Lu, N Ramakrishnan arXiv preprint arXiv:1907.07590, 2019 | 39 | 2019 |
| Graph convolutional networks with kalman filtering for traffic prediction F Chen, Z Chen, S Biswas, S Lei, N Ramakrishnan, CT Lu Proceedings of the 28th International Conference on Advances in Geographic …, 2020 | 35 | 2020 |
| Towards More Accurate Uncertainty Estimation In Text Classification J He, X Zhang, S Lei, Z Chen, F Chen, A Alhamadani, B Xiao, CT Lu Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 30 | 2020 |
| REGAL: A Regionalization framework for school boundaries S Biswas, F Chen, Z Chen, A Sistrunk, N Self, CT Lu, N Ramakrishnan Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances …, 2019 | 20 | 2019 |
| Self-paced robust learning for leveraging clean labels in noisy data X Zhang, X Wu, F Chen, L Zhao, CT Lu Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6853-6860, 2020 | 18 | 2020 |
| Incorporating domain knowledge into Memetic Algorithms for solving Spatial Optimization problems S Biswas, F Chen, Z Chen, CT Lu, N Ramakrishnan Proceedings of the 28th International Conference on Advances in Geographic …, 2020 | 17 | 2020 |
| Geospatial clustering for balanced and proximal schools S Biswas, F Chen, A Sistrunk, S Muthiah, Z Chen, N Self, CT Lu, ... Proceedings of the AAAI Conference on Artificial Intelligence 34 (09), 13358 …, 2020 | 16 | 2020 |
| Cross-domain few-shot semantic segmentation S Lei, X Zhang, J He, F Chen, B Du, CT Lu European Conference on Computer Vision, 73-90, 2022 | 10 | 2022 |
| SAFEBIKE: a bike-sharing route recommender with availability prediction and safe routing W Zhong, F Chen, K Fu, CT Lu arXiv preprint arXiv:1712.01469, 2017 | 10 | 2017 |
| Automated urban planning for reimagining city configuration via adversarial learning: quantification, generation, and evaluation D Wang, Y Fu, K Liu, F Chen, P Wang, CT Lu ACM Transactions on Spatial Algorithms and Systems 9 (1), 1-24, 2023 | 9 | 2023 |
| Bridging the gap between spatial and spectral domains: A unified framework for graph neural networks Z Chen, F Chen, L Zhang, T Ji, K Fu, L Zhao, F Chen, L Wu, C Aggarwal, ... ACM Computing Surveys 56 (5), 1-42, 2023 | 7 | 2023 |
| Detecting anomalous traffic behaviors with seasonal deep Kalman filter graph convolutional neural networks Y Sun, YC Lu, K Fu, F Chen, CT Lu Journal of King Saud University-Computer and Information Sciences 34 (8 …, 2022 | 7 | 2022 |
| Memetic algorithms for Spatial Partitioning problems S Biswas, F Chen, Z Chen, CT Lu, N Ramakrishnan ACM Transactions on Spatial Algorithms and Systems 9 (1), 1-31, 2023 | 6 | 2023 |
| Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels S Lei, X Zhang, J He, F Chen, CT Lu Findings of the Association for Computational Linguistics: NAACL 2022, 1987-1997, 2022 | 6 | 2022 |
| Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information P Roy, S Sarkar, S Biswas, F Chen, Z Chen, N Ramakrishnan, CT Lu Proceedings of the 2021 IEEE/ACM International Conference on Advances in …, 2021 | 6 | 2021 |
| CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning J He, X Zhang, S Lei, A Alhamadani, F Chen, B Xiao, CT Lu Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 3 | 2023 |
| Adaptive Graph Convolutional Imputation Network for Environmental Sensor Data Recovery F Chen, D Wang, S Lei, J He, Y Fu, CT Lu Frontiers in Environmental Science, 2022 | 2 | 2022 |
| Few-shot semantic segmentation augmented with image-level weak annotations S Lei, X Zhang, J He, F Chen, CT Lu arXiv preprint arXiv:2007.01496, 2020 | 2 | 2020 |
| TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation S Lei, X Zhang, J He, F Chen, CT Lu arXiv preprint arXiv:2306.02175, 2023 | 1 | 2023 |
