p7cs.SI

Category

cs.SI

170 papers

Intersectional Bias in Hate Speech and Abusive Language Datasets

Jae Yeon Kim, Carlos Ortiz, Sarah Nam, Sarah Santiago, Vivek Datta

2005.05921

Cyberbullying Detection with Fairness Constraints

Oguzhan Gencoglu

2005.06625

Large Scale Crowdsourcing and Characterization of Twitter Abusive Behavior

Antigoni-Maria Founta, Constantinos Djouvas, Despoina Chatzakou, Ilias Leontiadis, Jeremy Blackburn, Gianluca Stringhini, Athena Vakali, Michael Sirivianos, Nicolas Kourtellis

1802.00393

The Pushshift Reddit Dataset

Jason Baumgartner, Savvas Zannettou, Brian Keegan, Megan Squire, Jeremy Blackburn

2001.08435

Preserving Integrity in Online Social Networks

Alon Halevy, Cristian Canton Ferrer, Hao Ma, Umut Ozertem, Patrick Pantel, Marzieh Saeidi, Fabrizio Silvestri, Ves Stoyanov

2009.10311

Concentration and regularization of random graphs

Can M. Le, Elizaveta Levina, Roman Vershynin

1506.00669

Achieving Optimal Misclassification Proportion in Stochastic Block Model

Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou

1505.03772

Leveraging Node Attributes for Incomplete Relational Data

He Zhao, Lan Du, Wray Buntine

1706.04289

Community Detection in Degree-Corrected Block Models

Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou

1607.06993

Information-theoretic bounds for exact recovery in weighted stochastic block models using the Renyi divergence

Varun Jog, Po-Ling Loh

1509.06418

Optimal Cluster Recovery in the Labeled Stochastic Block Model

Se-Young Yun, Alexandre Proutiere

1510.05956

Submatrix localization via message passing

Bruce Hajek, Yihong Wu, Jiaming Xu

1510.09219

Semidefinite Programs for Exact Recovery of a Hidden Community

Bruce Hajek, Yihong Wu, Jiaming Xu

1602.06410

Non-backtracking spectrum of random graphs: community detection and non-regular Ramanujan graphs

Charles Bordenave, Marc Lelarge, Laurent Massoulié

1501.06087

"Like Sheep Among Wolves": Characterizing Hateful Users on Twitter

Manoel Horta Ribeiro, Pedro H. Calais, Yuri A. Santos, Virgílio A. F. Almeida, Wagner Meira

1801.00317

Hierarchical Graph Representation Learning with Differentiable Pooling

Rex Ying, Jiaxuan You, Christopher Morris, Xiang Ren, William L. Hamilton, Jure Leskovec

1806.08804

Embedding Logical Queries on Knowledge Graphs

William L. Hamilton, Payal Bajaj, Marinka Zitnik, Dan Jurafsky, Jure Leskovec

1806.01445

Predicting multicellular function through multi-layer tissue networks

Marinka Zitnik, Jure Leskovec

1707.04638

Canonical Tensor Decomposition for Knowledge Base Completion

Timothée Lacroix, Nicolas Usunier, Guillaume Obozinski

1806.07297

Achieving Exact Cluster Recovery Threshold via Semidefinite Programming: Extensions

Bruce Hajek, Yihong Wu, Jiaming Xu

1502.07738

Accurate Community Detection in the Stochastic Block Model via Spectral Algorithms

Se-Young Yun, Alexandre Proutiere

1412.7335

Recovering communities in the general stochastic block model without knowing the parameters

Emmanuel Abbe, Colin Sandon

1506.03729

Multiview Deep Learning for Predicting Twitter Users' Location

Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis

1712.08091

Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction

Mingyuan Zhou

1501.06218

Representation Learning on Graphs: Methods and Applications

William L. Hamilton, Rex Ying, Jure Leskovec

1709.05584

DeepWalk: Online Learning of Social Representations

Bryan Perozzi, Rami Al-Rfou, Steven Skiena

1403.6652

Fake News Detection on Social Media: A Data Mining Perspective

Kai Shu, Amy Sliva, Suhang Wang, Jiliang Tang, Huan Liu

1708.01967

Graph Embedding Techniques, Applications, and Performance: A Survey

Palash Goyal, Emilio Ferrara

1705.02801

Learning Structural Node Embeddings Via Diffusion Wavelets

Claire Donnat, Marinka Zitnik, David Hallac, Jure Leskovec

1710.10321

Detection and Resolution of Rumours in Social Media: A Survey

Arkaitz Zubiaga, Ahmet Aker, Kalina Bontcheva, Maria Liakata, Rob Procter

1704.00656

Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images

Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz

1703.10660

Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks

Difan Zou, Ziniu Hu, Yewen Wang, Song Jiang, Yizhou Sun, Quanquan Gu

1911.07323

Convexified Modularity Maximization for Degree-corrected Stochastic Block Models

Yudong Chen, Xiaodong Li, Jiaming Xu

1512.08425

Community detection in sparse networks via Grothendieck's inequality

Olivier Guédon, Roman Vershynin

1411.4686

A spectral method for community detection in moderately-sparse degree-corrected stochastic block models

Lennart Gulikers, Marc Lelarge, Laurent Massoulié

1506.08621

Spectral redemption: clustering sparse networks

Florent Krzakala, Cristopher Moore, Elchanan Mossel, Joe Neeman, Allan Sly, Lenka Zdeborová, Pan Zhang

1306.5550

Community detection thresholds and the weak Ramanujan property

Laurent Massoulie

1311.3085

Exact Recovery in the Stochastic Block Model

Emmanuel Abbe, Afonso S. Bandeira, Georgina Hall

1405.3267

Consistency Thresholds for the Planted Bisection Model

Elchanan Mossel, Joe Neeman, Allan Sly

1407.1591

struc2vec: Learning Node Representations from Structural Identity

Leonardo F. R. Ribeiro, Pedro H. P. Savarese, Daniel R. Figueiredo

1704.03165

An efficient and principled method for detecting communities in networks

Brian Ball, Brian Karrer, M. E. J. Newman

1104.3590

Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications

Aurelien Decelle, Florent Krzakala, Cristopher Moore, Lenka Zdeborová

1109.3041

Pseudo-likelihood methods for community detection in large sparse networks

Arash A. Amini, Aiyou Chen, Peter J. Bickel, Elizaveta Levina

1207.2340

Graph spectra and the detectability of community structure in networks

Raj Rao Nadakuditi, M. E. J. Newman

1205.1813

Belief propagation, robust reconstruction and optimal recovery of block models

Elchanan Mossel, Joe Neeman, Allan Sly

1309.1380

A Proof Of The Block Model Threshold Conjecture

Elchanan Mossel, Joe Neeman, Allan Sly

1311.4115

node2vec: Scalable Feature Learning for Networks

Aditya Grover, Jure Leskovec

1607.00653

GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models

Jiaxuan You, Rex Ying, Xiang Ren, William L. Hamilton, Jure Leskovec

1802.08773

Quantifying Search Bias: Investigating Sources of Bias for Political Searches in Social Media

Juhi Kulshrestha, Motahhare Eslami, Johnnatan Messias, Muhammad Bilal Zafar, Saptarshi Ghosh, Krishna P. Gummadi, Karrie Karahalios

1704.01347

Stochastic Blockmodels meet Graph Neural Networks

Nikhil Mehta, Lawrence Carin, Piyush Rai

1905.05738

A Tutorial on Network Embeddings

Haochen Chen, Bryan Perozzi, Rami Al-Rfou, Steven Skiena

1808.02590

Consistency of community detection in networks under degree-corrected stochastic block models

Yunpeng Zhao, Elizaveta Levina, Ji Zhu

1110.3854

Inductive Representation Learning on Large Graphs

William L. Hamilton, Rex Ying, Jure Leskovec

1706.02216

WOLI at SemEval-2020 Task 12: Arabic Offensive Language Identification on Different Twitter Datasets

Yasser Otiefy, Ahmed Abdelmalek, Islam El Hosary

2009.05456

Toxic Bias: Perspective API Misreads German as More Toxic

Gianluca Nogara, Francesco Pierri, Stefano Cresci, Luca Luceri, Petter Törnberg, Silvia Giordano

2312.12651

Pitfalls of Graph Neural Network Evaluation

Oleksandr Shchur, Maximilian Mumme, Aleksandar Bojchevski, Stephan Günnemann

1811.05868

Graph Attention Networks

Petar Veličković, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Liò, Yoshua Bengio

1710.10903

Position-aware Graph Neural Networks

Jiaxuan You, Rex Ying, Jure Leskovec

1906.04817

Hate Speech Detection and Racial Bias Mitigation in Social Media based on BERT model

Marzieh Mozafari, Reza Farahbakhsh, Noel Crespi

2008.06460

Information-theoretic thresholds for community detection in sparse networks

Jess Banks, Cristopher Moore

1601.02658

Random sampling of bandlimited signals on graphs

Gilles Puy, Nicolas Tremblay, Rémi Gribonval, Pierre Vandergheynst

1511.05118

TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification

Francesco Barbieri, Jose Camacho-Collados, Leonardo Neves, Luis Espinosa-Anke

2010.12421

Latent Hatred: A Benchmark for Understanding Implicit Hate Speech

Mai ElSherief, Caleb Ziems, David Muchlinski, Vaishnavi Anupindi, Jordyn Seybolt, Munmun De Choudhury, Diyi Yang

2109.05322

GPT-GNN: Generative Pre-Training of Graph Neural Networks

Ziniu Hu, Yuxiao Dong, Kuansan Wang, Kai-Wei Chang, Yizhou Sun

2006.15437

Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support

Ashish Sharma, Inna W. Lin, Adam S. Miner, David C. Atkins, Tim Althoff

2203.15144

Detection in the stochastic block model with multiple clusters: proof of the achievability conjectures, acyclic BP, and the information-computation gap

Emmanuel Abbe, Colin Sandon

1512.09080

Recurrent Poisson Factorization for Temporal Recommendation

Seyed Abbas Hosseini, Keivan Alizadeh, Ali Khodadadi, Ali Arabzadeh, Mehrdad Farajtabar, Hongyuan Zha, Hamid R. Rabiee

1703.01442

Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks

Afshin Rahimi, Timothy Baldwin, Trevor Cohn

1708.04358

Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations

Aaron Schein, Mingyuan Zhou, David M. Blei, Hanna Wallach

1606.01855

Deep Graph Infomax

Petar Veličković, William Fedus, William L. Hamilton, Pietro Liò, Yoshua Bengio, R Devon Hjelm

1809.10341

Detecting the Hate Code on Social Media

Rijul Magu, Kshitij Joshi, Jiebo Luo

1703.05443

Diffusion Strategies Outperform Consensus Strategies for Distributed Estimation over Adaptive Networks

Sheng-Yuan Tu, Ali H. Sayed

1205.3993

Factorizable Graph Convolutional Networks

Yiding Yang, Zunlei Feng, Mingli Song, Xinchao Wang

2010.05421

Measuring Emotions in the COVID-19 Real World Worry Dataset

Bennett Kleinberg, Isabelle van der Vegt, Maximilian Mozes

2004.04225

Online Tensor Methods for Learning Latent Variable Models

Furong Huang, U. N. Niranjan, Mohammad Umar Hakeem, Animashree Anandkumar

1309.0787

NAIST COVID: Multilingual COVID-19 Twitter and Weibo Dataset

Zhiwei Gao, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki

2004.08145

A First Instagram Dataset on COVID-19

Koosha Zarei, Reza Farahbakhsh, Noel Crespi, Gareth Tyson

2004.12226

Design Space for Graph Neural Networks

Jiaxuan You, Rex Ying, Jure Leskovec

2011.08843

Identity-aware Graph Neural Networks

Jiaxuan You, Jonathan Gomes-Selman, Rex Ying, Jure Leskovec

2101.10320

Scaling Graph Neural Networks with Approximate PageRank

Aleksandar Bojchevski, Johannes Gasteiger, Bryan Perozzi, Amol Kapoor, Martin Blais, Benedek Rózemberczki, Michal Lukasik, Stephan Günnemann

2007.01570

Co-clustering separately exchangeable network data

David Choi, Patrick J. Wolfe

1212.4093

Towards Sparse Hierarchical Graph Classifiers

Cătălina Cangea, Petar Veličković, Nikola Jovanović, Thomas Kipf, Pietro Liò

1811.01287

Stochastic blockmodels and community structure in networks

Brian Karrer, M. E. J. Newman

1008.3926

NLP Systems That Can't Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps

Kristina Gligoric, Myra Cheng, Lucia Zheng, Esin Durmus, Dan Jurafsky

2404.01651

GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training

Jiezhong Qiu, Qibin Chen, Yuxiao Dong, Jing Zhang, Hongxia Yang, Ming Ding, Kuansan Wang, Jie Tang

2006.09963

Graphite: Iterative Generative Modeling of Graphs

Aditya Grover, Aaron Zweig, Stefano Ermon

1803.10459

Phase transition in the detection of modules in sparse networks

Aurelien Decelle, Florent Krzakala, Cristopher Moore, Lenka Zdeborová

1102.1182

Community Detection and Stochastic Block Models

Emmanuel Abbe

1703.10146

Why So Toxic? Measuring and Triggering Toxic Behavior in Open-Domain Chatbots

Wai Man Si, Michael Backes, Jeremy Blackburn, Emiliano De Cristofaro, Gianluca Stringhini, Savvas Zannettou, Yang Zhang

2209.03463

Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec

Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Kuansan Wang, Jie Tang

1710.02971

On the Influence of Informed Agents on Learning and Adaptation over Networks

Sheng-Yuan Tu, Ali H. Sayed

1203.1524

Stochastic blockmodels with growing number of classes

David S. Choi, Patrick J. Wolfe, Edoardo M. Airoldi

1011.4644

Tracking Social Media Discourse About the COVID-19 Pandemic: Development of a Public Coronavirus Twitter Data Set

Emily Chen, Kristina Lerman, Emilio Ferrara

2003.07372

A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media

Marzieh Mozafari, Reza Farahbakhsh, Noel Crespi

1910.12574

Culturomics meets random fractal theory: Insights into long-range correlations of social and natural phenomena over the past two centuries

Jianbo Gao, Jing Hu, Xiang Mao, Matjaz Perc

1202.5299

A Tensor Approach to Learning Mixed Membership Community Models

Anima Anandkumar, Rong Ge, Daniel Hsu, Sham M. Kakade

1302.2684

Discrete Signal Processing on Graphs: Sampling Theory

Siheng Chen, Rohan Varma, Aliaksei Sandryhaila, Jelena Kovačević

1503.05432

Watch Your Step: Learning Node Embeddings via Graph Attention

Sami Abu-El-Haija, Bryan Perozzi, Rami Al-Rfou, Alex Alemi

1710.09599

Subgraph-based filterbanks for graph signals

Nicolas Tremblay, Pierre Borgnat

1509.05642

PyTorch-BigGraph: A Large-scale Graph Embedding System

Adam Lerer, Ledell Wu, Jiajun Shen, Timothee Lacroix, Luca Wehrstedt, Abhijit Bose, Alex Peysakhovich

1903.12287

The DSA Transparency Database: Auditing Self-reported Moderation Actions by Social Media

Amaury Trujillo, Tiziano Fagni, Stefano Cresci

2312.10269

Sampling of graph signals with successive local aggregations

Antonio G. Marques, Santiago Segarra, Geert Leus, Alejandro Ribeiro

1504.04687

Community Detection in Networks using Graph Distance

Sharmodeep Bhattacharyya, Peter J. Bickel

1401.3915

Diffusion Improves Graph Learning

Johannes Gasteiger, Stefan Weißenberger, Stephan Günnemann

1911.05485

Who is the best player ever? A complex network analysis of the history of professional tennis

Filippo Radicchi

1101.4028

Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning

Bingbing Xu, Huawei Shen, Qi Cao, Keting Cen, Xueqi Cheng

2007.16002

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs

Benedek Rozemberczki, Oliver Kiss, Rik Sarkar

2003.04819

Analyzing the Targets of Hate in Online Social Media

Leandro Silva, Mainack Mondal, Denzil Correa, Fabricio Benevenuto, Ingmar Weber

1603.07709

MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

Xinyu Fu, Jiani Zhang, Ziqiao Meng, Irwin King

2002.01680

Accelerated Spectral Clustering Using Graph Filtering Of Random Signals

Nicolas Tremblay, Gilles Puy, Pierre Borgnat, Remi Gribonval, Pierre Vandergheynst

1509.08863

Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting

Giorgos Bouritsas, Fabrizio Frasca, Stefanos Zafeiriou, Michael M. Bronstein

2006.09252

Bayesian Parameter Estimation for Latent Markov Random Fields and Social Networks

Richard G. Everitt

1203.3725

Detecting Community Structures in Hi-C Genomic Data

Irineo Cabreros, Emmanuel Abbe, Aristotelis Tsirigos

1509.05121

EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

Aldo Pareja, Giacomo Domeniconi, Jie Chen, Tengfei Ma, Toyotaro Suzumura, Hiroki Kanezashi, Tim Kaler, Tao B. Schardl, Charles E. Leiserson

1902.10191

Deceiving Google's Perspective API Built for Detecting Toxic Comments

Hossein Hosseini, Sreeram Kannan, Baosen Zhang, Radha Poovendran

1702.08138

Global and Local Information in Clustering Labeled Block Models

Varun Kanade, Elchanan Mossel, Tselil Schramm

1404.6325

A first look at COVID-19 information and misinformation sharing on Twitter

Lisa Singh, Shweta Bansal, Leticia Bode, Ceren Budak, Guangqing Chi, Kornraphop Kawintiranon, Colton Padden, Rebecca Vanarsdall, Emily Vraga, Yanchen Wang

2003.13907

Fake News Mitigation via Point Process Based Intervention

Mehrdad Farajtabar, Jiachen Yang, Xiaojing Ye, Huan Xu, Rakshit Trivedi, Elias Khalil, Shuang Li, Le Song, Hongyuan Zha

1703.07823

Open Graph Benchmark: Datasets for Machine Learning on Graphs

Weihua Hu, Matthias Fey, Marinka Zitnik, Yuxiao Dong, Hongyu Ren, Bowen Liu, Michele Catasta, Jure Leskovec

2005.00687

Automated Transparency: A Legal and Empirical Analysis of the Digital Services Act Transparency Database

Rishabh Kaushal, Jacob van de Kerkhof, Catalina Goanta, Gerasimos Spanakis, Adriana Iamnitchi

2404.02894

Content Moderation on Social Media in the EU: Insights From the DSA Transparency Database

Chiara Drolsbach, Nicolas Pröllochs

2312.04431

Score-based Generative Diffusion Models for Social Recommendations

Chengyi Liu, Jiahao Zhang, Shijie Wang, Wenqi Fan, Qing Li

2412.15579

NetGAN: Generating Graphs via Random Walks

Aleksandar Bojchevski, Oleksandr Shchur, Daniel Zügner, Stephan Günnemann

1803.00816

Analyzing Gender Stereotyping in Bollywood Movies

Nishtha Madaan, Sameep Mehta, Taneea S Agrawaal, Vrinda Malhotra, Aditi Aggarwal, Mayank Saxena

1710.04117

Understanding the perception of COVID-19 policies by mining a multilanguage Twitter dataset

Christian E. Lopez, Malolan Vasu, Caleb Gallemore

2003.10359

Scalable Text and Link Analysis with Mixed-Topic Link Models

Yaojia Zhu, Xiaoran Yan, Lise Getoor, Cristopher Moore

1303.7264

Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks

Srijan Kumar, Xikun Zhang, Jure Leskovec

1908.01207

Machine Learning on Graphs: A Model and Comprehensive Taxonomy

Ines Chami, Sami Abu-El-Haija, Bryan Perozzi, Christopher Ré, Kevin Murphy

2005.03675

Datavoidant: An AI System for Addressing Political Data Voids on Social Media

Claudia Flores-Saviaga, Shangbin Feng, Saiph Savage

2210.13594

Large Arabic Twitter Dataset on COVID-19

Sarah Alqurashi, Ahmad Alhindi, Eisa Alanazi

2004.04315

Mean-field theory of graph neural networks in graph partitioning

Tatsuro Kawamoto, Masashi Tsubaki, Tomoyuki Obuchi

1810.11908

MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing

Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Harutyunyan, Greg Ver Steeg, Aram Galstyan

1905.00067

It's a Man's Wikipedia? Assessing Gender Inequality in an Online Encyclopedia

Claudia Wagner, David Garcia, Mohsen Jadidi, Markus Strohmaier

1501.06307

Multistage Campaigning in Social Networks

Mehrdad Farajtabar, Xiaojing Ye, Sahar Harati, Le Song, Hongyuan Zha

1606.03816

Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems

Jiaxuan You, Yichen Wang, Aditya Pal, Pong Eksombatchai, Chuck Rosenberg, Jure Leskovec

1904.04381

Active Learning for Node Classification in Assortative and Disassortative Networks

Cristopher Moore, Xiaoran Yan, Yaojia Zhu, Jean-Baptiste Rouquier, Terran Lane

1109.3240

Overcoming Language Variation in Sentiment Analysis with Social Attention

Yi Yang, Jacob Eisenstein

1511.06052

The domination number of on-line social networks and random geometric graphs

Anthony Bonato, Marc Lozier, Dieter Mitsche, Xavier Pérez-Giménez, Paweł Prałat

1412.1189

EdMot: An Edge Enhancement Approach for Motif-aware Community Detection

Pei-Zhen Li, Ling Huang, Chang-Dong Wang, Jian-Huang Lai

1906.04560

Antisocial Behavior in Online Discussion Communities

Justin Cheng, Cristian Danescu-Niculescu-Mizil, Jure Leskovec

1504.00680

DeepDrawing: A Deep Learning Approach to Graph Drawing

Yong Wang, Zhihua Jin, Qianwen Wang, Weiwei Cui, Tengfei Ma, Huamin Qu

1907.11040

Deep Learning on Graphs: A Survey

Ziwei Zhang, Peng Cui, Wenwu Zhu

1812.04202

RedQueen: An Online Algorithm for Smart Broadcasting in Social Networks

Ali Zarezade, Utkarsh Upadhyay, Hamid Rabiee, Manuel Gomez Rodriguez

1610.05773

Exposing Paid Opinion Manipulation Trolls

Todor Mihaylov, Ivan Koychev, Georgi Georgiev, Preslav Nakov

2109.13726

New threats to society from free-speech social media platforms

Dominik Bär, Nicolas Pröllochs, Stefan Feuerriegel

2302.01229

DynGEM: Deep Embedding Method for Dynamic Graphs

Palash Goyal, Nitin Kamra, Xinran He, Yan Liu

1805.11273

Spread of hate speech in online social media

Binny Mathew, Ritam Dutt, Pawan Goyal, Animesh Mukherjee

1812.01693

Russian propaganda on social media during the 2022 invasion of Ukraine

Dominique Geissler, Dominik Bär, Nicolas Pröllochs, Stefan Feuerriegel

2211.04154

Secure Deep Graph Generation with Link Differential Privacy

Carl Yang, Haonan Wang, Ke Zhang, Liang Chen, Lichao Sun

2005.00455

SemEval-2014 Task 9: Sentiment Analysis in Twitter

Sara Rosenthal, Preslav Nakov, Alan Ritter, Veselin Stoyanov

1912.02990

Heterogeneous Graph Attention Network

Xiao Wang, Houye Ji, Chuan Shi, Bai Wang, Peng Cui, P. Yu, Yanfang Ye

1903.07293

The Class of Random Graphs Arising from Exchangeable Random Measures

Victor Veitch, Daniel M. Roy

1512.03099

Optimizing Generalized PageRank Methods for Seed-Expansion Community Detection

Pan Li, Eli Chien, Olgica Milenkovic

1905.10881

Multi-scale Attributed Node Embedding

Benedek Rozemberczki, Carl Allen, Rik Sarkar

1909.13021

Representation Learning for Attributed Multiplex Heterogeneous Network

Yukuo Cen, Xu Zou, Jianwei Zhang, Hongxia Yang, Jingren Zhou, Jie Tang

1905.01669

Handling Missing Data with Graph Representation Learning

Jiaxuan You, Xiaobai Ma, Daisy Yi Ding, Mykel Kochenderfer, Jure Leskovec

2010.16418

A Scalable Generative Graph Model with Community Structure

Tamara G. Kolda, Ali Pinar, Todd Plantenga, C. Seshadhri

1302.6636

Dimensionality of social networks using motifs and eigenvalues

Anthony Bonato, David F. Gleich, Myunghwan Kim, Dieter Mitsche, Paweł Prałat, Amanda Tian, Stephen J. Young

1405.0157

Nodal dynamics, not degree distributions, determine the structural controllability of complex networks

Noah J. Cowan, Erick J. Chastain, Daril A. Vilhena, James S. Freudenberg, Carl T. Bergstrom

1106.2573

Detection of the elite structure in a virtual multiplex social system by means of a generalized $K$-core

Bernat Corominas-Murtra, Benedikt Fuchs, Stefan Thurner

1309.6740

Vertex-Frequency Analysis on Graphs

David I Shuman, Benjamin Ricaud, Pierre Vandergheynst

1307.5708

A Semi-automatic Method for Efficient Detection of Stories on Social Media

Soroush Vosoughi, Deb Roy

1605.05134

Triadic closure dynamics drives scaling-laws in social multiplex networks

Peter Klimek, Stefan Thurner

1301.0259

Network Cosmology

Dmitri Krioukov, Maksim Kitsak, Robert S. Sinkovits, David Rideout, David Meyer, Marian Boguna

1203.2109

Growing multiplex networks

Vincenzo Nicosia, Ginestra Bianconi, Vito Latora, Marc Barthelemy

1302.7126

Moment based estimation of stochastic Kronecker graph parameters

David F. Gleich, Art B. Owen

1106.1674

Deciphering the global organization of clustering in real complex networks

Pol Colomer-de-Simon, M. Angeles Serrano, Mariano G. Beiro, J. Ignacio Alvarez-Hamelin, Marian Boguna

1306.0112

Counting Triangles in Massive Graphs with MapReduce

Tamara G. Kolda, Ali Pinar, Todd Plantenga, C. Seshadhri, Christine Task

1301.5887

Link prediction for partially observed networks

Yunpeng Zhao, Elizaveta Levina, Ji Zhu

1301.7047

The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains

David I Shuman, Sunil K. Narang, Pascal Frossard, Antonio Ortega, Pierre Vandergheynst

1211.0053