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Qihua Zhou
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Cluster frameworks for efficient scheduling and resource allocation in data center networks: A survey
K Wang, Q Zhou, S Guo, J Luo
IEEE Communications Surveys & Tutorials 20 (4), 3560-3580, 2018
522018
Fast coflow scheduling via traffic compression and stage pipelining in datacenter networks
Q Zhou, K Wang, P Li, D Zeng, S Guo, B Ye, M Guo
IEEE Transactions on Computers 68 (12), 1755-1771, 2019
232019
On-device learning systems for edge intelligence: A software and hardware synergy perspective
Q Zhou, Z Qu, S Guo, B Luo, J Guo, Z Xu, R Akerkar
IEEE Internet of Things Journal 8 (15), 11916-11934, 2021
222021
Falcon: Addressing stragglers in heterogeneous parameter server via multiple parallelism
Q Zhou, S Guo, H Lu, L Li, M Guo, Y Sun, K Wang
IEEE Transactions on Computers 70 (1), 139-155, 2020
222020
Falcon: Towards computation-parallel deep learning in heterogeneous parameter server
Q Zhou, K Wang, S Guo, H Lu, L Li, M Guo, Y Sun
2019 IEEE 39th International Conference on Distributed Computing Systems íK, 2019
182019
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
162021
Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny On-device Learning.
Q Zhou, S Guo, Z Qu, J Guo, Z Xu, J Zhang, T Guo, B Luo, J Zhou
USENIX Annual Technical Conference, 177-191, 2021
162021
Petrel: Heterogeneity-aware distributed deep learning via hybrid synchronization
Q Zhou, S Guo, Z Qu, P Li, L Li, M Guo, K Wang
IEEE Transactions on Parallel and Distributed Systems 32 (5), 1030-1043, 2020
152020
Dual-view attention networks for single image super-resolution
J Guo, S Ma, J Zhang, Q Zhou, S Guo
Proceedings of the 28th ACM International Conference on Multimedia, 2728-2736, 2020
132020
Swallow: Joint online scheduling and coflow compression in datacenter networks
Q Zhou, P Li, K Wang, D Zeng, S Guo, M Guo
2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS íK, 2018
132018
Promoting security and efficiency in D2D underlay communication: A bargaining game approach
Q Zhou, W Lu, S Chen, L Yang, K Wang
GLOBECOM 2017-2017 IEEE Global Communications Conference, 1-6, 2017
92017
Graph knows unknowns: Reformulate zero-shot learning as sample-level graph recognition
J Guo, S Guo, Q Zhou, Z Liu, X Lu, F Huo
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence íK, 2023
62023
Canary: Decentralized distributed deep learning via gradient sketch and partition in multi-interface networks
Q Zhou, K Wang, H Lu, W Xu, Y Sun, S Guo
IEEE Transactions on Parallel and Distributed Systems 32 (4), 900-917, 2020
52020
A comprehensive inspection of the straggler problem
Q Zhou, S Guo, H Lu, L Li, M Guo, Y Sun, K Wang
Computer 54 (10), 4-5, 2021
42021
Petrel: Community-aware synchronous parallel for heterogeneous parameter server
Q Zhou, S Guo, P Li, Y Sun, L Li, M Guo, K Wang
2020 IEEE 40th International Conference on Distributed Computing Systems íK, 2020
42020
CaDM: Codec-aware Diffusion Modeling for Neural-enhanced Video Streaming
Q Zhou, R Li, S Guo, Y Liu, J Guo, Z Xu
arXiv preprint arXiv:2211.08428, 2022
32022
Hierarchical channel-spatial encoding for communication-efficient collaborative learning
Q Zhou, S Guo, Y Liu, J Zhang, J Zhang, T Guo, Z Xu, X Liu, Z Qu
Advances in Neural Information Processing Systems 35, 5788-5801, 2022
12022
Tree Learning: Towards Promoting Coordination in Scalable Multi-Client Training Acceleration
T Guo, S Guo, F Wu, W Xu, J Zhang, Q Zhou, Q Chen, W Zhuang
IEEE Transactions on Mobile Computing, 2023
2023
Disentangled Knowledge Transfer: A New Perspective for Personalized Federated Learning
J Zhang, S Guo, W Xu, Q Zhou
2023
2D Photogrammetry Image of Adolescent Idiopathic Scoliosis Screening Using Deep Learning
Z Xu, J Ouyang, Q Gao, A Gan, Q Zhou, J Hu, S Guo
Bioinformatics Research and Applications: 18th International Symposium íK, 2023
2023
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Articles 1–20