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Haozhao Wang
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Parameterized knowledge transfer for personalized federated learning
J Zhang, S Guo, X Ma, H Wang, W Xu, F Wu
Advances in Neural Information Processing Systems 34, 10092-10104, 2021
1522021
Edge learning: The enabling technology for distributed big data analytics in the edge
J Zhang, Z Qu, C Chen, H Wang, Y Zhan, B Ye, S Guo
ACM Computing Surveys (CSUR) 54 (7), 1-36, 2021
402021
Partial synchronization to accelerate federated learning over relay-assisted edge networks
Z Qu, S Guo, H Wang, B Ye, Y Wang, AY Zomaya, B Tang
IEEE Transactions on Mobile Computing 21 (12), 4502-4516, 2021
352021
Pmr: Prototypical modal rebalance for multimodal learning
Y Fan, W Xu, H Wang, J Wang, S Guo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
342023
A comprehensive survey on training acceleration for large machine learning models in IoT
H Wang, Z Qu, Q Zhou, H Zhang, B Luo, W Xu, S Guo, R Li
IEEE Internet of Things Journal 9 (2), 939-963, 2021
342021
Stock price prediction using time convolution long short-term memory network
X Zhan, Y Li, R Li, X Gu, O Habimana, H Wang
Knowledge Science, Engineering and Management: 11th International Conference …, 2018
292018
OSP: Overlapping computation and communication in parameter server for fast machine learning
H Wang, S Guo, R Li
Proceedings of the 48th International Conference on Parallel Processing, 1-10, 2019
262019
Heterogeneity-aware gradient coding for straggler tolerance
H Wang, S Guo, B Tang, R Li, C Li
2019 IEEE 39th International Conference on Distributed Computing Systems …, 2019
262019
Adaptive vertical federated learning on unbalanced features
J Zhang, S Guo, Z Qu, D Zeng, H Wang, Q Liu, AY Zomaya
IEEE Transactions on Parallel and Distributed Systems 33 (12), 4006-4018, 2022
232022
Error-compensated sparsification for communication-efficient decentralized training in edge environment
H Wang, S Guo, Z Qu, R Li, Z Liu
IEEE Transactions on Parallel and Distributed Systems 33 (1), 14-25, 2021
222021
Dafkd: Domain-aware federated knowledge distillation
H Wang, Y Li, W Xu, R Li, Y Zhan, Z Zeng
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023
202023
Intermittent pulling with local compensation for communication-efficient distributed learning
H Wang, Z Qu, S Guo, X Gao, R Li, B Ye
IEEE Transactions on Emerging Topics in Computing 10 (2), 779-791, 2020
192020
Fedtune: A deep dive into efficient federated fine-tuning with pre-trained transformers
J Chen, W Xu, S Guo, J Wang, J Zhang, H Wang
arXiv preprint arXiv:2211.08025, 2022
182022
Dcspell: A detector-corrector framework for chinese spelling error correction
J Li, G Wu, D Yin, H Wang, Y Wang
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
182021
Gradient scheduling with global momentum for non-iid data distributed asynchronous training
C Li, R Li, H Wang, Y Li, P Zhou, S Guo, K Li
arXiv preprint arXiv:1902.07848, 2019
172019
Few-shot temporal sentence grounding via memory-guided semantic learning
D Liu, P Zhou, Z Xu, H Wang, R Li
IEEE Transactions on Circuits and Systems for Video Technology 33 (5), 2491-2505, 2022
142022
FR: Folded rationalization with a unified encoder
W Liu, H Wang, J Wang, R Li, C Yue, YK Zhang
Advances in Neural Information Processing Systems 35, 6954-6966, 2022
132022
Offline-online class-incremental continual learning via dual-prototype self-augment and refinement
F Huo, W Xu, J Guo, H Wang, Y Fan, S Guo
arXiv preprint arXiv:2303.10891 1, 2023
122023
Procc: Progressive cross-primitive consistency for open-world compositional zero-shot learning
F Huo, W Xu, S Guo, J Guo, H Wang, Z Liu
arXiv preprint arXiv:2211.12417 1, 2022
112022
LOSP: Overlap synchronization parallel with local compensation for fast distributed training
H Wang, Z Qu, S Guo, N Wang, R Li, W Zhuang
IEEE Journal on Selected Areas in Communications 39 (8), 2541-2557, 2021
102021
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