| Fast OSCAR and OWL regression via safe screening rules R Bao, B Gu, H Huang ICML 2020: International Conference on Machine Learning, 653-663, 2020 | 53 | 2020 |
| Doubly sparse asynchronous learning for stochastic composite optimization R Bao, X Wu, W Xian, H Huang IJCAI 2022: Proceedings of the Thirty-First International Joint Conference …, 2022 | 25 | 2022 |
| Efficient approximate solution path algorithm for order weight l_1-norm with accuracy guarantee R Bao, B Gu, H Huang ICDM 2019: IEEE International Conference on Data Mining (ICDM), 958-963, 2019 | 19 | 2019 |
| Learning more effective cell representations efficiently JX Dou, M Jia, N Zaslavsky, M Ebeid, R Bao, S Zhang, K Ni, PP Liang, ... LMRL@NeurIPS 2022, 2022 | 16 | 2022 |
| Sampling through the lens of sequential decision making JX Dou, AQ Pan, R Bao, HH Mao, L Luo, ZH Mao arXiv preprint arXiv:2208.08056, 2022 | 16 | 2022 |
| An accelerated doubly stochastic gradient method with faster explicit model identification R Bao, B Gu, H Huang CIKM 2022: Proceedings of the 31st ACM International Conference on …, 2022 | 15 | 2022 |
| Demystify the Gravity Well in the Optimization Landscape (student abstract) JX Dou, R Bao, S Song, S Yang, Y Zhang, PP Liang, HH Mao AAAI 2023: Proceedings of the AAAI Conference on Artificial Intelligence, 2023 | 10 | 2023 |
| Toward Unified Data and Algorithm Fairness via Adversarial Data Augmentation and Adaptive Model Fine-tuning Y Zhang, R Bao, J Pei, H Huang ICDM 2022: IEEE International Conference on Data Mining (ICDM), 1317-1322, 2022 | 10 | 2022 |
| New scalable and efficient online pairwise learning algorithm B Gu, R Bao, C Zhang, H Huang TNNLS: IEEE Transactions on Neural Networks and Learning Systems, 2023 | 4 | 2023 |
| Prediction of COVID-19 patients’ emergency room revisit using multi-source transfer learning Y Ji, Y Gao, R Bao, Q Li, D Liu, Y Sun, Y Ye ICHI 2023: IEEE 11th International Conference on Healthcare Informatics …, 2023 | 4 | 2023 |
| The Measurement of Knowledge in Knowledge Graphs JX Dou, H Mao, R Bao, PP Liang, X Tan, S Zhang, M Jia, P Zhou, ZH Mao R2HCAI@AAAI 2023: Proceedings of the AAAI 2023 Workshop on Representation …, 2023 | 3 | 2023 |
| A Survey on Heterogeneous Transfer Learning R Bao, Y Sun, Y Gao, J Wang, Q Yang, H Chen, ZH Mao, X Xie, Y Ye arXiv preprint arXiv:2310.08459, 2023 | 2 | 2023 |
| Clinical Decision System using Machine Learning and Deep Learning: a Survey JX Dou, R Bao, W Wei | 1 | 2022 |
| Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch X Wu, S Gao, Z Zhang, Z Li, R Bao, Y Zhang, X Wang, H Huang CVPR 2024: Proceedings of the IEEE/CVF Conference on Computer Vision and …, 2024 | | 2024 |
| InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration F Wang, R Bao, S Wang, W Yu, Y Liu, W Cheng, H Chen arXiv preprint arXiv:2402.11441, 2024 | | 2024 |
| Online Transfer Learning for RSV Case Detection Y Sun, Y Gao, R Bao, GF Cooper, J Espino, H Hochheiser, MG Michaels, ... ICHI 2024: IEEE 12th International Conference on Healthcare Informatics (ICHI), 2024 | | 2024 |
| Efficient Learning Algorithms for Training Large-Scale and High-Dimensional Machine Learning Models R Bao University of Pittsburgh, 2023 | | 2023 |
| Ranking Based Objectives with Wasserstein Distance JX Dou, L Luo, W Wei, R Bao, Y Zhang | | 2022 |
| Enhance ‘Similar’Cell Identification Through OptimalTransport JX Dou, M Jia, R Bao, HH Mao | | |
Heng HuangBrendan Iribe Endowed Professor in Computer Science, University Maryland College ParkVerified email at umd.edu
