Wei Wang
Wei Wang
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Additive powers-of-two quantization: An efficient non-uniform discretization for neural networks
Y Li, X Dong, W Wang
arXiv preprint arXiv:1909.13144, 2019
Effective multi-modal retrieval based on stacked auto-encoders
W Wang, BC Ooi, X Yang, D Zhang, Y Zhuang
Proceedings of the VLDB Endowment 7 (8), 649-660, 2014
Flashe: Additively symmetric homomorphic encryption for cross-silo federated learning
Z Jiang, W Wang, Y Liu
arXiv preprint arXiv:2109.00675, 2021
SINGA: A distributed deep learning platform
BC Ooi, KL Tan, S Wang, W Wang, Q Cai, G Chen, J Gao, Z Luo, ...
Proceedings of the 23rd ACM international conference on Multimedia, 685-688, 2015
Learning to detect malicious clients for robust federated learning
S Li, Y Cheng, W Wang, Y Liu, T Chen
arXiv preprint arXiv:2002.00211, 2020
Database meets deep learning: Challenges and opportunities
W Wang, M Zhang, G Chen, HV Jagadish, BC Ooi, KL Tan
ACM SIGMOD Record 45 (2), 17-22, 2016
Effective deep learning-based multi-modal retrieval
W Wang, X Yang, BC Ooi, D Zhang, Y Zhuang
The VLDB Journal 25, 79-101, 2016
Rafiki: Machine learning as an analytics service system
W Wang, S Wang, J Gao, M Zhang, G Chen, TK Ng, BC Ooi
arXiv preprint arXiv:1804.06087, 2018
Learning visual relationship and context-aware attention for image captioning
J Wang, W Wang, L Wang, Z Wang, DD Feng, T Tan
Pattern Recognition 98, 107075, 2020
Learning to discriminate perturbations for blocking adversarial attacks in text classification
Y Zhou, JY Jiang, KW Chang, W Wang
arXiv preprint arXiv:1909.03084, 2019
Nodeaug: Semi-supervised node classification with data augmentation
Y Wang, W Wang, Y Liang, Y Cai, J Liu, B Hooi
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
Understanding architectures learnt by cell-based neural architecture search
Y Shu, W Wang, S Cai
arXiv preprint arXiv:1909.09569, 2019
Infrared thermal imaging-based crack detection using deep learning
J Yang, W Wang, G Lin, Q Li, Y Sun, Y Sun
Ieee Access 7, 182060-182077, 2019
Communication-efficient distributed deep learning: A comprehensive survey
Z Tang, S Shi, X Chu, W Wang, B Li
arXiv preprint arXiv:2003.06307, 2020
Mixup for node and graph classification
Y Wang, W Wang, Y Liang, Y Cai, B Hooi
Proceedings of the Web Conference 2021, 3663-3674, 2021
Cross-domain image retrieval with attention modeling
X Ji, W Wang, M Zhang, Y Yang
Proceedings of the 25th ACM international conference on Multimedia, 1654-1662, 2017
Effective and efficient dropout for deep convolutional neural networks
S Cai, Y Shu, G Chen, BC Ooi, W Wang, M Zhang
arXiv preprint arXiv:1904.03392, 2019
Scatternet: A deep subjective similarity model for visual analysis of scatterplots
Y Ma, AKH Tung, W Wang, X Gao, Z Pan, W Chen
IEEE transactions on visualization and computer graphics 26 (3), 1562-1576, 2018
SINGA: Putting deep learning in the hands of multimedia users
W Wang, G Chen, ATT Dinh, J Gao, BC Ooi, KL Tan, S Wang
Proceedings of the 23rd ACM international conference on Multimedia, 25-34, 2015
MLaaS in the wild: Workload analysis and scheduling in Large-Scale heterogeneous GPU clusters
Q Weng, W Xiao, Y Yu, W Wang, C Wang, J He, Y Li, L Zhang, W Lin, ...
19th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2022
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