Prati
Si Si
Si Si
Google Research
Potvrđena adresa e-pošte na google.com
Naslov
Citirano
Citirano
Godina
Cluster-gcn: An efficient algorithm for training deep and large graph convolutional networks
WL Chiang, X Liu, S Si, Y Li, S Bengio, CJ Hsieh
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
7862019
Bregman divergence-based regularization for transfer subspace learning
S Si, D Tao, B Geng
IEEE Transactions on Knowledge and Data Engineering 22 (7), 929-942, 2009
4772009
Scalable coordinate descent approaches to parallel matrix factorization for recommender systems
HF Yu, CJ Hsieh, S Si, I Dhillon
Data Mining (ICDM), 2012 IEEE 12th International Conference on, 765-774, 2012
3192012
A Divide-and-Conquer Solver for Kernel Support Vector Machines
CJ Hsieh, S Si, IS Dhillon
Proceedings of The 31st International Conference on Machine Learning, 566-574, 2014
1952014
Memory efficient kernel approximation
S Si, CJ Hsieh, I Dhillon
International Conference on Machine Learning, 701-709, 2014
1822014
Parallel matrix factorization for recommender systems
HF Yu, CJ Hsieh, S Si, IS Dhillon
Knowledge and Information Systems 41, 793-819, 2014
1652014
Gradient boosted decision trees for high dimensional sparse output
S Si, H Zhang, SS Keerthi, D Mahajan, IS Dhillon, CJ Hsieh
International conference on machine learning, 3182-3190, 2017
1202017
Fast prediction for large-scale kernel machines
CJ Hsieh, S Si, IS Dhillon
Advances in Neural Information Processing Systems 27, 2014
692014
You look twice: Gaternet for dynamic filter selection in cnns
Z Chen, Y Li, S Bengio, S Si
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
662019
Robustness verification of tree-based models
H Chen, H Zhang, S Si, Y Li, D Boning, CJ Hsieh
Advances in Neural Information Processing Systems 32, 2019
602019
Neural sde: Stabilizing neural ode networks with stochastic noise
X Liu, T Xiao, S Si, Q Cao, S Kumar, CJ Hsieh
arXiv preprint arXiv:1906.02355, 2019
592019
Goal-directed inductive matrix completion
S Si, KY Chiang, CJ Hsieh, N Rao, IS Dhillon
Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016
572016
A unified framework for data poisoning attack to graph-based semi-supervised learning
X Liu, S Si, X Zhu, Y Li, CJ Hsieh
arXiv preprint arXiv:1910.14147, 2019
532019
GPU-acceleration for Large-scale Tree Boosting
H Zhang, S Si, CJ Hsieh
arXiv preprint arXiv:1706.08359, 2017
502017
Groupreduce: Block-wise low-rank approximation for neural language model shrinking
P Chen, S Si, Y Li, C Chelba, CJ Hsieh
Advances in Neural Information Processing Systems 31, 2018
402018
Multi-scale link prediction
D Shin, S Si, IS Dhillon
Proceedings of the 21st ACM international conference on Information and …, 2012
382012
Evolutionary cross-domain discriminative Hessian eigenmaps
S Si, D Tao, KP Chan
IEEE Transactions on Image Processing 19 (4), 1075-1086, 2009
372009
How does noise help robustness? explanation and exploration under the neural sde framework
X Liu, T Xiao, S Si, Q Cao, S Kumar, CJ Hsieh
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
302020
Area attention
Y Li, L Kaiser, S Bengio, S Si
International Conference on Machine Learning, 3846-3855, 2019
222019
Multi-scale spectral decomposition of massive graphs
S Si, D Shin, IS Dhillon, BN Parlett
Advances in Neural Information Processing Systems 27, 2014
222014
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