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Hang Qi
Hang Qi
Google DeepMind
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Title
Cited by
Cited by
Year
Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
Foundations and trends® in machine learning 14 (1–2), 1-210, 2021
54052021
Measuring the effects of non-identical data distribution for federated visual classification
TMH Hsu, H Qi, M Brown
arXiv preprint arXiv:1909.06335, 2019
9132019
Low-shot learning with imprinted weights
H Qi, M Brown, DG Lowe
Proceedings of the IEEE conference on computer vision and pattern …, 2018
5992018
A field guide to federated optimization
J Wang, Z Charles, Z Xu, G Joshi, HB McMahan, M Al-Shedivat, G Andrew, ...
arXiv preprint arXiv:2107.06917, 2021
3242021
Paleo: A performance model for deep neural networks
H Qi, ER Sparks, A Talwalkar
International Conference on Learning Representations, 2016
217*2016
Federated visual classification with real-world data distribution
TMH Hsu, H Qi, M Brown
arXiv preprint arXiv:2003.08082, 2020
1692020
Mariana Raykova, Dawn Song, Weikang Song, Sebastian U
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth …, 2021
1472021
Advances and open problems in federated learning. arXiv 2019
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
arXiv preprint arXiv:1912.04977, 1912
661912
Federated multi-target domain adaptation
CH Yao, B Gong, H Qi, Y Cui, Y Zhu, MH Yang
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
542022
Joint image-text news topic detection and tracking by multimodal topic and-or graph
W Li, J Joo, H Qi, SC Zhu
IEEE Transactions on Multimedia 19 (2), 367-381, 2016
462016
Scene-centric joint parsing of cross-view videos
H Qi, Y Xu, T Yuan, T Wu, SC Zhu
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
222018
A restricted visual turing test for deep scene and event understanding
H Qi, T Wu, MW Lee, SC Zhu
arXiv preprint arXiv:1512.01715, 2015
212015
Fedlite: A scalable approach for federated learning on resource-constrained clients
J Wang, H Qi, AS Rawat, S Reddi, S Waghmare, FX Yu, G Joshi
arXiv preprint arXiv:2201.11865, 2022
172022
L-system based interactive and lightweight web3D tree modeling
H Qi, R Qiu, J Jia
Proceedings of the 10th International Conference on Virtual Reality …, 2011
72011
Efficient image representation learning with federated sampled softmax
SM Waghmare, H Qi, H Chen, M Sirotenko, T Meron
arXiv preprint arXiv:2203.04888, 2022
22022
FedLite: Improving Communication Efficiency in Federated Split Learning
J Wang, H Qi, AS Rawat, SJ Reddi, SM Waghmare, F Yu, G Joshi
12022
A Joint Parsing System for Visual Scene Understanding
H Qi
UCLA, 2018
2018
Joint Parsing of Cross-view Scenes with Spatio-temporal Semantic Parse Graphs
H Qi, Y Xu, T Yuan, T Wu, SC Zhu
2018
Joint Image-Text News Topic Detection and Tracking with And-Or Graph Representation
W Li, J Joo, H Qi, SC Zhu
arXiv preprint arXiv:1512.04701, 2015
2015
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