Si Si

发表

Robustness Verification of Tree-based Models

Yang Li, Cho-Jui Hsieh, Huan Zhang, 2019, NeurIPS.

Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks pdf

Yang Li, Sanjiv Kumar, Cho-Jui Hsieh, 2018, ICLR.

Nonlinear Online Learning with Adaptive Nyström Approximation pdf

Yang Li, Sanjiv Kumar, Si Si, 2018, ArXiv.

The Background and Exploration on Decision Support System Applied in the Media

Si Si, Jiang Fan, Huang He, 2009, 2009 International Conference on Management and Service Science.

Evolutionary Cross-Domain Discriminative

Dacheng Tao, Si Si, Kwok-Ping Chan, 2010 .

GaterNet: Dynamic Filter Selection in Convolutional Neural Network via a Dedicated Global Gating Network pdf

Yang Li, Samy Bengio, Si Si, 2018, ArXiv.

Parallel matrix factorization for recommender systems

Inderjit S. Dhillon, Cho-Jui Hsieh, Hsiang-Fu Yu, 2014, Knowl. Inf. Syst..

Computationally Efficient Nyström Approximation using Fast Transforms

Inderjit S. Dhillon, Cho-Jui Hsieh, Si Si, 2016, ICML.

Kernel Ridge Regression via Partitioning pdf

Pradeep Ravikumar, Inderjit S. Dhillon, Si Si, 2016, ArXiv.

You Look Twice: GaterNet for Dynamic Filter Selection in CNNs

Yang Li, Si Si, Samy Bengio, 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Beyond modeling private actions: predicting social shares

Neel Sundaresan, Elizabeth F. Churchill, Si Si, 2014, WWW '14 Companion.

China’s Animation Products Export:Issues and Solutions

Si Si, 2010 .

Evolutionary Cross-Domain Discriminative Hessian Eigenmaps

Dacheng Tao, Si Si, Kwok-Ping Chan, 2010, IEEE Transactions on Image Processing.

Memory Efficient Kernel Approximation

Inderjit S. Dhillon, Cho-Jui Hsieh, Si Si, 2014, ICML.

Scalable Coordinate Descent Approaches to Parallel Matrix Factorization for Recommender Systems

Inderjit S. Dhillon, Cho-Jui Hsieh, Hsiang-Fu Yu, 2012, 2012 IEEE 12th International Conference on Data Mining.

Social image annotation via cross-domain subspace learning

Meng Wang, Dacheng Tao, Si Si, 2010, Multimedia Tools and Applications.

GPU-acceleration for Large-scale Tree Boosting pdf

Cho-Jui Hsieh, Huan Zhang, Si Si, 2017, ArXiv.

Discriminative Hessian Eigenmaps for face recognition

Dacheng Tao, Si Si, Kwok-Ping Chan, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Distribution Calibration in Riemannian Symmetric Space

Wei Liu, Dacheng Tao, Si Si, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Gradient Boosted Decision Trees for High Dimensional Sparse Output

Inderjit S. Dhillon, Cho-Jui Hsieh, Huan Zhang, 2017, ICML.

Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise pdf

Cho-Jui Hsieh, Xuanqing Liu, Si Si, 2019, ArXiv.

GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking

Yang Li, Cho-Jui Hsieh, Ciprian Chelba, 2018, NeurIPS.

Cross-domain subspace learning

Si Si, 斯思, 2010 .

Area Attention pdf

Yang Li, Samy Bengio, Lukasz Kaiser, 2018, ICML.

Multi-scale link prediction pdf

Inderjit S. Dhillon, Si Si, Donghyuk Shin, 2012, CIKM '12.

A Divide-and-Conquer Solver for Kernel Support Vector Machines pdf

Inderjit S. Dhillon, Cho-Jui Hsieh, Si Si, 2013, ICML.

Communication-Efficient Distributed Block Minimization for Nonlinear Kernel Machines

Inderjit S. Dhillon, Cho-Jui Hsieh, Si Si, 2017, KDD.

Cross-Domain Web Image Annotation

Dacheng Tao, Si Si, Kwok-Ping Chan, 2009, 2009 IEEE International Conference on Data Mining Workshops.

The library function recognition algorithm of PE file disassembler research and implementation

Qing Su, Si Si, Xiao-feng Li, 2011, 2011 IEEE International Symposium on IT in Medicine and Education.

Transfer Discriminative Logmaps

Dacheng Tao, Si Si, Kwok-Ping Chan, 2009, PCM.

The "expression gap": do you like what you share?

Neel Sundaresan, Elizabeth F. Churchill, Si Si, 2014, WWW '14 Companion.

Classification of Noises

Si Si, 2011 .

Fast Prediction for Large-Scale Kernel Machines

Inderjit S. Dhillon, Cho-Jui Hsieh, Si Si, 2014, NIPS.

Multi-Scale Spectral Decomposition of Massive Graphs

Inderjit S. Dhillon, Beresford N. Parlett, Si Si, 2014, NIPS.

Communication-Efficient Parallel Block Minimization for Kernel Machines pdf

Inderjit S. Dhillon, Cho-Jui Hsieh, Si Si, 2016, ArXiv.

Goal-Directed Inductive Matrix Completion

Inderjit S. Dhillon, Cho-Jui Hsieh, Kai-Yang Chiang, 2016, KDD.

Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding pdf

Samy Bengio, Cho-Jui Hsieh, Si Si, 2021, NeurIPS.