| Faster Adaptive Federated Learning X Wu, F Huang, H Zhengmian, H Heng AAAI 23: Proceedings of the AAAI Conference on Artificial Intelligence, 2023 | 33 | 2023 |
| Efficient mirror descent ascent methods for nonsmooth minimax problems F Huang, X Wu, H Huang NeurIPS 21:Advances in Neural Information Processing Systems 34, 10431-10443, 2021 | 28 | 2021 |
| Doubly sparse asynchronous learning for stochastic composite optimization R Bao, X Wu, W Xian, H Huang IJCAI 22: Thirty-First International Joint Conference on Artificial …, 2022 | 25 | 2022 |
| Unbiased watermark for large language models Z Hu, L Chen, X Wu, Y Wu, H Zhang, H Huang ICLR 2024 Spotlights, 2024 | 18 | 2024 |
| AdaGDA: Faster Adaptive Gradient Descent Ascent Methods for Minimax Optimization F Huang, X Wu, Z Hu AISTAT 23: International Conference on Artificial Intelligence and Statistics, 2023 | 16 | 2023 |
| Fast stochastic recursive momentum methods for imbalanced data mining X Wu, F Huang, H Huang ICDM 22: IEEE International Conference on Data Mining, 578-587, 2022 | 11 | 2022 |
| Decentralized Riemannian Algorithm for Nonconvex Minimax Problems X Wu, Z Hu, H Huang AAAI 23: Proceedings of the AAAI Conference on Artificial Intelligence, 2023 | 10 | 2023 |
| Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining X Wu, Z Hu, J Pei, H Huang KDD 23: SIGKDD Conference on Knowledge Discovery and Data Mining, 2023 | 9 | 2023 |
| Solving a Class of Non-Convex Minimax Optimization in Federated Learning X Wu*, J Sun*, Z Hu, A Zhang, H Huang NeurIPS 23: Advances in Neural Information Processing Systems, 2023 | 7 | 2023 |
| Federated Conditional Stochastic Optimization X Wu*, J Sun*, Z Hu, J Li, A Zhang, H Huang NeurIPS 23: Advances in Neural Information Processing Systems 36, 2023 | 6 | 2023 |
| Leveraging Foundation Models to Improve Lightweight Clients in Federated Learning X Wu, WY Lin, D Willmott, F Condessa, Y Huang, Z Li, M Ganesh FL@FM-NeurIPS’23, 2023 | 2 | 2023 |
| reguloGPT: Harnessing GPT for Knowledge Graph Construction of Molecular Regulatory Pathways X Wu, Y Zeng, A Das, S Jo, T Zhang, P Patel, J Zhang, SJ Gao, D Pratt, ... bioRxiv, 2024.01. 27.577521, 2024 | 1 | 2024 |
| On the Role of Server Momentum in Federated Learning J Sun*, X Wu*, H Huang, A Zhang AAAI, 2024 | 1 | 2024 |
| 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 | | 2024 |
| Robust and Accurate Doublet Detection of Single-Cell Sequencing Data via Maximizing Area Under Precision-Recall Curve Y Chen, X Wu, K Ni, H Hu, M Yue, W Chen, H Huang bioRxiv, 2023.10. 30.564840, 2023 | | 2023 |
| Beyond Lipschitz Smoothness: A Tighter Analysis for Nonconvex Optimization Z Hu, X Wu, H Huang ICML 23: International Conference on Machine Learning, 2023 | | 2023 |
Heng HuangBrendan Iribe Endowed Professor in Computer Science, University Maryland College ParkVerified email at umd.edu
