Si Si
Si Si
Verified email at google.com
Title
Cited by
Cited by
Year
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
4212009
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
3082012
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
1982019
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
1632014
Memory efficient kernel approximation
S Si, CJ Hsieh, I Dhillon
International Conference on Machine Learning, 701-709, 2014
1492014
Parallel matrix factorization for recommender systems
HF Yu, CJ Hsieh, S Si, IS Dhillon
Knowledge and Information Systems 41 (3), 793-819, 2014
1432014
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
792017
Fast Prediction for Large-Scale Kernel Machines.
CJ Hsieh, S Si, IS Dhillon
NIPS, 3689-3697, 2014
672014
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
452016
Evolutionary cross-domain discriminative Hessian eigenmaps
S Si, D Tao, KP Chan
IEEE Transactions on Image Processing 19 (4), 1075-1086, 2009
372009
Multi-scale link prediction
D Shin, S Si, IS Dhillon
Proceedings of the 21st ACM international conference on Information and …, 2012
332012
Groupreduce: Block-wise low-rank approximation for neural language model shrinking
PH Chen, S Si, Y Li, C Chelba, CJ Hsieh
arXiv preprint arXiv:1806.06950, 2018
302018
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
272019
GPU-acceleration for Large-scale Tree Boosting
H Zhang, S Si, CJ Hsieh
arXiv preprint arXiv:1706.08359, 2017
272017
Neural sde: Stabilizing neural ode networks with stochastic noise
X Liu, S Si, Q Cao, S Kumar, CJ Hsieh
arXiv preprint arXiv:1906.02355, 2019
242019
Robustness verification of tree-based models
H Chen, H Zhang, S Si, Y Li, D Boning, CJ Hsieh
arXiv preprint arXiv:1906.03849, 2019
232019
Multi-Scale Spectral Decomposition of Massive Graphs.
S Si, D Shin, IS Dhillon, BN Parlett
NIPS, 2798-2806, 2014
222014
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
162019
Gaternet: Dynamic filter selection in convolutional neural network via a dedicated global gating network
Z Chen, Y Li, S Bengio, S Si
arXiv preprint arXiv:1811.11205 3 (7), 2018
132018
Social image annotation via cross-domain subspace learning
S Si, D Tao, M Wang, KP Chan
Multimedia tools and applications 56 (1), 91-108, 2012
132012
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