Research

Article

Where

Authors

Article

An Experimental Study of Structural Diversity in Social Networks

Where

ICWSM

Authors

Jessica Su
Krishna Kamath
Aneesh Sharma
Johan Ugander
Sharad Goel

Article

Discriminative Topic Modeling with Logistic LDA

Where

NeurIPS

Authors

Iryna Korshunova
Hanchen Xiong
Mateusz Fedoryszak
Lucas Theis

Article

What is the Value of Experimentation and Measurement?

Where

ICDM

Authors

Bryan Liu
Ben Chamberlain

Article

Transferability of Spectral Graph Convolutional Neural Networks

Where

arXiv

Authors

Ron Levie
Michael M. Bronstein
Gitta Kutyniok

Article

Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation

Where

ICCV

Authors

Giorgos Bouritsas
Sergiy Bokhnyak
Stylianos Ploumpis
Michael M. Bronstein
Stefanos Zafeiriou

Article

Smile, be Happy :) Emoji Embedding for Visual Sentiment Analysis

Where

ICCV (CroMol workshop)

Authors

Ziad Al-Halah
Andrew Aitken
Wenzhe Shi
Jose Caballero

Article

Single Image 3D Hand Reconstruction with Mesh Convolutions

Where

BMVC

Authors

Dominik Kulon
Haoyang Wang
Riza Alp Güler
Michael M. Bronstein
Stefanos Zafeiriou

Article

Addressing Delayed Feedback for Continuous Training with Neural Networks in CTR prediction

Where

RecSys

Authors

Sofia Ira Ktena
Alykhan Tejani
Lucas Theis
Pranay Kumar Myana
Deepak Dilipkumar
Ferenc Huszar
Steven Yoo Wenzhe Shi

Article

Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random

Where

ICML

Authors

Xiaojie Wang
Rui Zhang
Yu Sun
Jianzhong Qi

Article

CARL: Aggregated Search with Context-Aware Module Embedding Learning

Where

IJCNN

Authors

Xiaojie Wang
Jianzhong Qi
Yu Sun
Rui Zhang
Hai-Tao Zheng4

Article

ncRNA Classification with Graph Convolutional Networks

Where

KDD DGL Workshop

Authors

Emanuele Rossi
Federico Monti
Pietro Liò
Michael Bronstein

Article

Fake News Detection on Social Media using Geometric Deep Learning

Where

ICLR RLG Workshop

Authors

Federico Monti
Fabrizio Frasca
Davide Eynard
Damon Mannion
Michael Bronstein

Article

Learning what and where to attend

Where

ICLR

Authors

Drew Linsley
Dan Shiebler
Sven Eberhardt
Thomas Serre

Article

Where

Authors

Article

A Correlation Maximization Approach for Cross Domain Co-Embeddings

Where

arXiv

Authors

Dan Shiebler

Article

Fighting Redundancy and Model Decay with Embeddings

Where

SigKDD CMI

Authors

Dan Shiebler
Luca Belli
Jay Baxter
Hanchen Xiong
Abhishek Tayal

Article

Faster gaze prediction with dense networks and Fisher pruning

Where

arXiv

Authors

Lucas Theis
Iryna Korshunova
Alykhan Tejani
Ferenc Huszár

Article

Frame Interpolation with Multi-Scale Deep Loss Functions and Generative Adversarial Networks

Where

arXiv

Authors

Joost van Amersfoort
Wenzhe Shi
Alejandro Acosta
Francisco Massa
Johannes Totz
Zehan Wang
Jose Caballero

Article

Adaptive Paired-Comparison Method for Subjective Video Quality Assessment on Mobile Devices

Where

PCS

Authors

Katherine Storrs
Sebastiaan Van Leuven
Steve Kojder
Lucas Theis
Ferenc Huszár

Article

Making Machine Learning Easy with Embeddings

Where

SysML

Authors

Dan Shiebler
Abhishek Tayal

Article

RecService: Distributed Real-Time Graph Processing at Twitter

Where

HotCloud

Authors

Ajeet Grewal
Jerry Jiang
Gary Lam
Tristan Jung
Lohith Vuddemarri
Quannan Li
Aaditya Landge
Jimmy Lin

Article

KDGAN: Knowledge Distillation with Generative Adversarial Networks

Where

NeurIPS

Authors

Xiaojie Wang
Rui Zhang
Yu Sun
Jianzhong Qi

Article

Learning Effective Embeddings for Machine Generated Emails with Applications to Email Category Prediction

Where

IEEE International Conference on Big Data (BigData)

Authors

Yu Sun
Lluis Garcia-Pueyo
James B. Wendt
Marc Najork
Andrei Broder

Article

Context-Uncertainty-Aware Chatbot Action Selection via Parameterized Auxiliary Reinforcement Learning

Where

PAKDD

Authors

Chuandong Yin
Rui Zhang
Jianzhong Qi
Yu Sun
Tenglun Tan

Article

Where

Authors

Article

Lossy Image Compression with Compressive Autoencoders

Where

ICLR

Authors

Lucas Theis
Wenzhe Shi
Andrew Cunningham
Ferenc Huszár

Article

Fast Face-swap Using Convolutional Neural Networks

Where

ICCV

Authors

Iryna Korshunova
Wenzhe Shi
Joni Dambre
Lucas Theis

Article

Variational Inference using Implicit Distributions

Where

arXiv

Authors

Ferenc Huszár

Article

Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize

Where

arXiv

Authors

Andrew Aitken
Christian Ledig
Lucas Theis
Jose Caballero
Zehan Wang
Wenzhe Shi

Article

Amortised MAP Inference for Image Super-resolution

Where

ICLR

Authors

Casper Kaae Sønderby
Jose Caballero
Lucas Theis
Wenzhe Shi
Ferenc Huszár

Article

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Where

CVPR

Authors

Christian Ledig
Lucas Theis
Ferenc Huszar
Jose Caballero
Andrew Cunningham
Alejandro Acosta
Andrew Aitken
Alykhan Tejani
Johannes Totz
Zehan Wang
Wenzhe Shi

Article

Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation

Where

CVPR

Authors

Jose Caballero
Christian Ledig
Andrew Aitken
Alejandro Acosta
Johannes Totz
Zehan Wang
Wenzhe Shi

Article

A Meta-Learning Perspective on Cold-Start Recommendations for Items

Where

NeurIPS

Authors

Manasi Vartak
Arvind Thiagarajan
Conrado Miranda
Jeshua Bratman
Hugo Larochelle

Article

When Hashes Met Wedges: A Distributed Algorithm for Finding High Similarity Vectors

Where

WWW

Authors

Aneesh Sharma
C. Seshadhri
Ashish Goel

Article

Detecting Strong Ties Using Network Motifs

Where

WWW

Authors

Rahmtin Rotabi
Krishna Kamath
Jon Kleinberg
Aneesh Sharma

Article

Cascades: a view from audience

Where

WWW

Authors

Rahmtin Rotabi
Krishna Kamath
Jon Kleinberg
Aneesh Sharma

Article

Where

Authors

Article

Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

Where

CVPR

Authors

Wenzhe Shi
Jose Caballero
Ferenc Huszár
Johannes Totz
Andrew P. Aitken
Rob Bishop
Daniel Rueckert
Zehan Wang

Article

GraphJet: Real-Time Content Recommendations at Twitter

Where

VLDB

Authors

Aneesh Sharma
Jerry Jiang
Praveen Bommannavar
Brian Larson
Jimmy Lin

Article

The Effect of Recommendations on Network Structure

Where

WWW

Authors

Jessica Su
Aneesh Sharma
Sharad Goel

Article

Where

Authors

Article

Realgraph: User interaction prediction at Twitter

Where

User Engagement Optimization

Authors

Krishna Kamath
Aneesh Sharma
Dong Wang
Zhijun Yin

Article

Real-time twitter recommendation: online motif detection in large dynamic graphs

Where

VLDB Endorsement

Authors

Pankaj Gupta
Venu Satuluri
Ajeet Grewal
Siva Gurumurthy
Volodymyr Zhabiuk
Quannan Li
Jimmy Lin

Research

Year of publication