Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Si Si

Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding


Jun 23, 2021
Yang Li, Si Si, Gang Li, Cho-Jui Hsieh, Samy Bengio


  Access Paper or Ask Questions

Learnable Fourier Features for Multi-DimensionalSpatial Positional Encoding


Jun 05, 2021
Yang Li, Si Si, Gang Li, Cho-Jui Hsieh, Samy Bengio


  Access Paper or Ask Questions

How much progress have we made in neural network training? A New Evaluation Protocol for Benchmarking Optimizers


Oct 19, 2020
Yuanhao Xiong, Xuanqing Liu, Li-Cheng Lan, Yang You, Si Si, Cho-Jui Hsieh


  Access Paper or Ask Questions

Multi-Stage Influence Function


Jul 17, 2020
Hongge Chen, Si Si, Yang Li, Ciprian Chelba, Sanjiv Kumar, Duane Boning, Cho-Jui Hsieh


  Access Paper or Ask Questions

Auto Completion of User Interface Layout Design Using Transformer-Based Tree Decoders


Jan 14, 2020
Yang Li, Julien Amelot, Xin Zhou, Samy Bengio, Si Si


  Access Paper or Ask Questions

A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning


Oct 30, 2019
Xuanqing Liu, Si Si, Xiaojin Zhu, Yang Li, Cho-Jui Hsieh

* NeurIPS 2019 camera-ready 

  Access Paper or Ask Questions

Robustness Verification of Tree-based Models


Jun 15, 2019
Hongge Chen, Huan Zhang, Si Si, Yang Li, Duane Boning, Cho-Jui Hsieh

* Hongge Chen and Huan Zhang contributed equally 

  Access Paper or Ask Questions

Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise


Jun 05, 2019
Xuanqing Liu, Tesi Xiao, Si Si, Qin Cao, Sanjiv Kumar, Cho-Jui Hsieh


  Access Paper or Ask Questions

Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks


May 20, 2019
Wei-Lin Chiang, Xuanqing Liu, Si Si, Yang Li, Samy Bengio, Cho-Jui Hsieh

* In Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD'19) 

  Access Paper or Ask Questions

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


Nov 27, 2018
Zhourong Chen, Yang Li, Samy Bengio, Si Si

* Google Research 

  Access Paper or Ask Questions

Area Attention


Oct 30, 2018
Yang Li, Lukasz Kaiser, Samy Bengio, Si Si


  Access Paper or Ask Questions

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


Oct 29, 2018
Patrick H. Chen, Si Si, Sanjiv Kumar, Yang Li, Cho-Jui Hsieh


  Access Paper or Ask Questions

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


Jun 18, 2018
Patrick H. Chen, Si Si, Yang Li, Ciprian Chelba, Cho-jui Hsieh


  Access Paper or Ask Questions

Nonlinear Online Learning with Adaptive Nyström Approximation


Feb 23, 2018
Si Si, Sanjiv Kumar, Yang Li


  Access Paper or Ask Questions

GPU-acceleration for Large-scale Tree Boosting


Jun 26, 2017
Huan Zhang, Si Si, Cho-Jui Hsieh


  Access Paper or Ask Questions

Communication-Efficient Parallel Block Minimization for Kernel Machines


Aug 05, 2016
Cho-Jui Hsieh, Si Si, Inderjit S. Dhillon


  Access Paper or Ask Questions

Kernel Ridge Regression via Partitioning


Aug 05, 2016
Rashish Tandon, Si Si, Pradeep Ravikumar, Inderjit Dhillon

* 40 pages 

  Access Paper or Ask Questions

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


Nov 04, 2013
Cho-Jui Hsieh, Si Si, Inderjit S. Dhillon


  Access Paper or Ask Questions