Quanming Yao
Quanming Yao
Senior Scientist & Research Head, 4Paradigm
Adresse e-mail validée de cse.ust.hk - Page d'accueil
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Co-teaching: Robust Training Deep Neural Networks with Extremely Noisy Labels
B Han, Q Yao, X Yu, G Niu, M Xu, W Hu, I Tsang, M Sugiyama
Advance in Neural Information Processing Systems, 2018
2632018
Meta‐Graph Based Recommendation Fusion over Heterogeneous Information Networks
H Zhao, Q Yao, J Li, Y Song, DL Lee
ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2017
1572017
Generalizing from a Few Examples: A Survey on Few-Shot Learning
Y Wang, Q Yao, J Kwok, LM Ni
ACM Computing Surveys, 2020
137*2020
Taking Human out of Learning Applications: A Survey on Automated Machine Learning
Q Yao, M Wang, YF Li, WW Tu, Q Yang, Y Yu
arXiv preprint, 2018
117*2018
Loss-aware Binarization of Deep Networks
L Hou, Q Yao, JT Kwok
International Conference on Learning Representations, 2017
1142017
Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers
Q Yao, JT Kwok, T Wang, TY Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019
64*2019
Efficient Inexact Proximal Gradient Algorithm for Nonconvex Problems
Q Yao, JT Kwok, F Gao, W Chen, T Liu
International Joint Conference on Artificial Intelligence, 2017
432017
Accelerated and inexact Soft-Impute for large-scale matrix and tensor completion
Q Yao, JT Kwok
IEEE Transactions on Knowledge and Data Engineering 31 (9), 1665-1679, 2018
36*2018
Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity
Q Yao, JT Kwok
Journal of Machine Learning Research, 2017
352017
VISTopic: A visual analytics system for making sense of large document collections using hierarchical topic modeling
Y Yang, Q Yao, H Qu
Visual Informatics 1 (1), 40-47, 2017
33*2017
Scalable Online Convolutional Sparse Coding
Y Wang, Q Yao, JT Kwok, LM Ni
IEEE Transactions on Image Processing, 2018
29*2018
Colorization by patch-based local low-rank matrix completion
Q Yao, JT Kwok
AAAI Conference on Artificial Intelligence, 1959-1965, 2015
262015
Non-local Meets Global: An Integrated Paradigm for Hyperspectral Image Restoration
W He, Q Yao, C Li, N Yokoya, Q Zhao, H Zhang, L Zhang
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
24*2020
Efficient Neural Architecture Search via Proximal Iterations
Q Yao, J Xu, WW Tu, Z Zhu
AAAI Conference on Artificial Intelligence, 2020
22*2020
Efficient sparse low-rank tensor completion using the Frank-Wolfe algorithm
X Guo, Q Yao, JT Kwok
AAAI Conference on Artificial Intelligence, 1948--1954, 2017
222017
NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding
Y Zhang, Q Yao, Y Shao, L Chen
IEEE International Conference on Data Engineering, 2019
202019
Collaborative Filtering with Social Local Models
H Zhao, Q Yao, JT Kwok, DL Lee
International Conference on Data Mining, 2017
192017
Greedy Learning of Generalized Low-Rank Models
Q Yao, JT Kwok
International Joint Conference on Artificial Intelligence, 2294--2300, 2016
172016
AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications
Y Luo, M Wang, H Zhou, Q Yao, WW Tu, Y Chen, Q Yang, W Dai
ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2019
13*2019
Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations
Q Yao, JT Kwok, B Han
International Conference on Machine Learning, 2019
13*2019
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