Efficient projection-free online methods with stochastic recursive gradient J Xie, Z Shen, C Zhang, B Wang, H Qian Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6446-6453, 2020 | 40* | 2020 |
Decentralized gradient tracking for continuous dr-submodular maximization J Xie, C Zhang, Z Shen, C Mi, H Qian The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 14 | 2019 |
A federated learning framework for nonconvex-pl minimax problems J Xie, C Zhang, Y Zhang, Z Shen, H Qian arXiv preprint arXiv:2105.14216, 2021 | 8 | 2021 |
Partial gromov-wasserstein learning for partial graph matching W Liu, C Zhang, J Xie, Z Shen, H Qian, N Zheng arXiv preprint arXiv:2012.01252, 115, 2020 | 7 | 2020 |
Robust graph dictionary learning W Liu, J Xie, C Zhang, M Yamada, N Zheng, H Qian The Eleventh International Conference on Learning Representations, 2022 | 5 | 2022 |
Towards memory-friendly deterministic incremental gradient method J Xie, H Qian, Z Shen, C Zhang International Conference on Artificial Intelligence and Statistics, 1147-1156, 2018 | 4 | 2018 |
Efficient cross-device federated learning algorithms for minimax problems J Xie, C Zhang, Z Shen, W Liu, H Qian arXiv preprint arXiv:2105.14216, 2021 | 3 | 2021 |
An asynchronous decentralized algorithm for Wasserstein barycenter problem C Zhang, H Qian, J Xie arXiv preprint arXiv:2304.11653, 2023 | 2 | 2023 |
A hybrid stochastic gradient hamiltonian monte carlo method C Zhang, Z Li, Z Shen, J Xie, H Qian Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10842 …, 2021 | 2 | 2021 |
Accelerating stratified sampling SGD by reconstructing strata W Liu, H Qian, C Zhang, Z Shen, J Xie, N Zheng Proceedings of the Twenty-Ninth International Conference on International …, 2021 | 2 | 2021 |
CDMA: a practical cross-device federated learning algorithm for general minimax problems J Xie, C Zhang, Z Shen, W Liu, H Qian Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10481 …, 2023 | 1 | 2023 |
Towards optimal randomized strategies in adversarial example game J Xie, C Zhang, W Liu, W Bai, H Qian Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10490 …, 2023 | 1 | 2023 |
Aggregated Gradient Langevin Dynamics C Zhang, J Xie, Z Shen, P Zhao, T Zhou, H Qian Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6746-6753, 2020 | 1 | 2020 |
From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs W Liu, H Qian, C Zhang, J Xie, Z Shen, N Zheng Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 4109-4119, 2022 | | 2022 |