148 papers
cs si
0/02026
12024
22023
6- JunSocial network modeling and applications, a tutorialno summary yetcs-si2306.11004Microsoft Research23 citesJun 19, 2023
- MayDisentangling and Operationalizing AI Fairness at LinkedInno summary yetcs-si2306.00025LinkedIn5 citesMay 30, 2023
- MayCapacity Constrained Influence Maximization in Social Networksno summary yetcs-si2306.01782Tencent19 citesMay 31, 2023
- AprLarge-Scale Analysis of New Employee Network Dynamicsno summary yetcs-si2304.03441Microsoft Research9 citesApr 7, 2023
- MarSynergistic Graph Fusion via Encoder Embeddingno summary yetcs-si2303.18051Microsoft Research2 citesMar 31, 2023
- FebTowards Lightweight and Automated Representation Learning System for Networksno summary yetcs-si2302.07084Microsoft Research2 citesFeb 13, 2023
2022
8- DecSelf-supervised Graph Representation Learning for Black Market Account Detectionno summary yetcs-si2212.02679Tencent2 citesDec 6, 2022
- OctCLARE: A Semi-supervised Community Detection Algorithmno summary yetcs-si2210.08274Tencent37 citesOct 15, 2022
- AugMeasuring Friendship Closeness: A Perspective of Social Identity Theoryno summary yetcs-si2208.09176Tencent12 citesAug 19, 2022
- JunSemi-Supervised Hierarchical Graph Classificationno summary yetcs-si2206.05416Tencent36 citesJun 11, 2022
- MayOn the Effect of Triadic Closure on Network Segregationno summary yetcs-si2205.13658Microsoft Research7 citesMay 26, 2022
- AprDMCS : Density Modularity based Community Searchno summary yetcs-si2204.07720Alibaba20 citesApr 16, 2022
- AprCGC: Contrastive Graph Clustering for Community Detection and Trackingno summary yetcs-si2204.08504Adobe38 citesApr 5, 2022
- JanMonLAD: Money Laundering Agents Detection in Transaction Streamsno summary yetcs-si2201.10051Tencent31 citesJan 25, 2022
2021
15- DecHow Powerful are Interest Diffusion on Purchasing Prediction: A Case Study of Taocodeno summary yetcs-si2112.14446Alibaba6 citesDec 29, 2021
- SepExtremism & Whataboutism: A Case Study on Bangalore Riotsno summary yetcs-si2109.10526Microsoft Research4 citesSep 22, 2021
- SepPopulation-scale dietary interests during the COVID-19 pandemicno summary yetcs-si2109.10808Microsoft Research0 citesSep 22, 2021
- AugAutomatically Labeling Low Quality Content on Wikipedia by Leveraging Patterns in Editing Behaviorsno summary yetcs-si2108.02252Microsoft Research9 citesAug 4, 2021
- AugValidating daily social media macroscopes of emotionsno summary yetcs-si2108.07646Sony43 citesAug 17, 2021
- JulSocial Catalysts: Characterizing People Who Spark Conversations Among Othersno summary yetcs-si2107.04936Meta / FAIR6 citesJul 11, 2021
- JulScalable Community Detection via Parallel Correlation Clusteringno summary yetcs-si2108.01731Google Research1 citesJul 27, 2021
- JunDesigning Toxic Content Classification for a Diversity of Perspectivesno summary yetcs-si2106.04511Google Research11 citesJun 4, 2021
- JunMeta-control of social learning strategiesno summary yetcs-si2106.10015DeepMind0 citesJun 18, 2021
- JunLarge-Scale Network Embedding in Apache Sparkno summary yetcs-si2106.10620Tencent16 citesJun 20, 2021
- MayA/B Testing for Recommender Systems in a Two-sided Marketplaceno summary yetcs-si2106.00762Microsoft Research9 citesMay 29, 2021
- AprUniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learningno summary yetcs-si2104.01711Alibaba2 citesApr 4, 2021
- AprIdentifying tax evasion in Mexico with tools from network science and machine learningno summary yetcs-si2104.13353Microsoft Research17 citesApr 24, 2021
- MarUnderstanding WeChat User Preferences and "Wow" Diffusionno summary yetcs-si2103.02930Microsoft Research27 citesMar 4, 2021
- FebLearning Large-scale Location Embedding From Human Mobility Trajectories with Graphsno summary yetcs-si2103.00483Tencent7 citesFeb 23, 2021
2020
19- DecEstimating Spread of Contact-Based Contagions in a Population Through Sub-Samplingno summary yetcs-si2012.06987Microsoft Research0 citesDec 13, 2020
- NovExamining the consumption of radical content on YouTubeno summary yetcs-si2011.12843Microsoft Research158 citesNov 25, 2020
- OctCausal Network Motifs: Identifying Heterogeneous Spillover Effects in A/B Testsno summary yetcs-si2010.09911Meta / FAIR18 citesOct 19, 2020
- OctHeterogeneous Graphletsno summary yetcs-si2010.14058Adobe0 citesOct 23, 2020
- SepPopularity Prediction for Social Media over Arbitrary Time Horizonsno summary yetcs-si2009.02092Meta / FAIR1 citesSep 4, 2020
- SepFriend Network as Gatekeeper: A Study of WeChat Users' Consumption of Friend-Curated Contentsno summary yetcs-si2009.02531Tencent1 citesSep 5, 2020
- SepPreserving Integrity in Online Social Networksno summary yetcs-si2009.10311Google Research14 citesSep 22, 2020
- AugThe Turing Test for Graph Drawing Algorithmsno summary yetcs-si2008.04869Meta / FAIR25 citesAug 11, 2020
- AugHoly Tweets: Exploring the Sharing of Quran on Twitterno summary yetcs-si2008.08372Microsoft Research22 citesAug 19, 2020
- AugA Deep Prediction Network for Understanding Advertiser Intent and Satisfactionno summary yetcs-si2008.08931Alibaba10 citesAug 20, 2020
- AugTree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learningno summary yetcs-si2008.10003Alibaba4 citesAug 23, 2020
- JunDyHGCN: A Dynamic Heterogeneous Graph Convolutional Network to Learn Users' Dynamic Preferences for Information Diffusion Predictionno summary yetcs-si2006.05169Alibaba6 citesJun 9, 2020
- JunTargeted Pandemic Containment Through Identifying Local Contact Network Bottlenecksno summary yetcs-si2006.06939Google Research13 citesJun 12, 2020
- JunApproximating Network Centrality Measures Using Node Embedding and Machine Learningno summary yetcs-si2006.16392DeepMind32 citesJun 29, 2020
- JunLearning Patterns of Tourist Movement and Photography from Geotagged Photos at Archaeological Heritage Sites in Cuzco, Peruno summary yetcs-si2006.16424Meta / FAIR76 citesJun 29, 2020
- AprModeling Dynamic Heterogeneous Network for Link Prediction using Hierarchical Attention with Temporal RNNno summary yetcs-si2004.01024Alibaba10 citesApr 1, 2020
- AprFriend or Faux: Graph-Based Early Detection of Fake Accounts on Social Networksno summary yetcs-si2004.04834Meta / FAIR0 citesApr 9, 2020
- MarJust SLaQ When You Approximate: Accurate Spectral Distances for Web-Scale Graphsno summary yetcs-si2003.01282Google Research20 citesMar 3, 2020
- JanAdversarial Attack on Community Detection by Hiding Individualsno summary yetcs-si2001.07933Tencent72 citesJan 22, 2020
2019
26- DecKeyword Aware Influential Community Search in Large Attributed Graphsno summary yetcs-si1912.02114Meta / FAIR1 citesDec 4, 2019
- NovRelation Learning on Social Networks with Multi-Modal Graph Edge Variational Autoencodersno summary yetcs-si1911.05465LinkedIn4 citesNov 4, 2019
- NovFair treatment allocations in social networksno summary yetcs-si1911.05489Google Research1 citesNov 1, 2019
- NovWomen, politics and Twitter: Using machine learning to change the discourseno summary yetcs-si1911.11025Google Research13 citesNov 25, 2019
- OctRepresentation Learning in Heterogeneous Professional Social Networks with Ambiguous Social Connectionsno summary yetcs-si1910.10763LinkedIn2 citesOct 23, 2019
- SepAn Experimental Study of Structural Diversity in Social Networksno summary yetcs-si1909.03543Google Research5 citesSep 8, 2019
- AugA Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding Modelsno summary yetcs-si1908.01297Tencent5 citesAug 4, 2019
- AugSliceNDice: Mining Suspicious Multi-attribute Entity Groups with Multi-view Graphsno summary yetcs-si1908.07087Snap1 citesAug 19, 2019
- AugOn Proximity and Structural Role-based Embeddings in Networks: Misconceptions, Techniques, and Applicationsno summary yetcs-si1908.08572Adobe10 citesAug 22, 2019
- AugEfficient Algorithms for Approximate Single-Source Personalized PageRank Queriesno summary yetcs-si1908.10583Tencent2 citesAug 28, 2019
- JulIntelligent social bots uncover the link between user preference and diversity of news consumptionno summary yetcs-si1907.02703Tencent35 citesJul 5, 2019
- JunInfluence Maximization with Spontaneous User Adoptionno summary yetcs-si1906.02296LinkedIn0 citesJun 5, 2019
- JunFine-grained Event Categorization with Heterogeneous Graph Convolutional Networksno summary yetcs-si1906.04580Tencent12 citesJun 9, 2019
- JunPopularity Prediction on Social Platforms with Coupled Graph Neural Networksno summary yetcs-si1906.09032Tencent9 citesJun 21, 2019
- JunNetSMF: Large-Scale Network Embedding as Sparse Matrix Factorizationno summary yetcs-si1906.11156Microsoft Research112 citesJun 26, 2019
- MayRepresentation Learning for Attributed Multiplex Heterogeneous Networkno summary yetcs-si1905.01669Alibaba466 citesMay 5, 2019
- MayIs a Single Embedding Enough? Learning Node Representations that Capture Multiple Social Contextsno summary yetcs-si1905.02138Google Research107 citesMay 6, 2019
- MayDisplaying Things in Common to Encourage Friendship Formation: A Large Randomized Field Experimentno summary yetcs-si1905.02762Meta / FAIR3 citesMay 7, 2019
- MaySeeding with Costly Network Informationno summary yetcs-si1905.04325Google Research6 citesMay 10, 2019
- MayWhen Do People Trust Their Social Groups?no summary yetcs-si1905.05270Meta / FAIR44 citesMay 13, 2019
- MayIs a Single Vector Enough? Exploring Node Polysemy for Network Embeddingno summary yetcs-si1905.10668Alibaba17 citesMay 25, 2019
- MayMCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social Networkno summary yetcs-si1905.11013Tencent132 citesMay 27, 2019
- AprNovel Dense Subgraph Discovery Primitives: Risk Aversion and Exclusion Queriesno summary yetcs-si1904.08178OpenAI4 citesApr 17, 2019
- MarIdentifying long-term periodic cycles and memories of collective emotion in online social mediano summary yetcs-si1903.06410Sony23 citesMar 15, 2019
- MarDistributed Algorithms for Fully Personalized PageRank on Large Graphsno summary yetcs-si1903.11749Tencent25 citesMar 28, 2019
- FebGlobal labor flow network reveals the hierarchical organization and dynamics of geo-industrial clusters in the world economyno summary yetcs-si1902.04613LinkedIn51 citesFeb 12, 2019
2018
8- DecCOSINE: Compressive Network Embedding on Large-scale Information Networksno summary yetcs-si1812.08972Tencent6 citesDec 21, 2018
- OctHigher-order Spectral Clustering for Heterogeneous Graphsno summary yetcs-si1810.02959Adobe27 citesOct 6, 2018
- SepEnhanced Network Embeddings via Exploiting Edge Labelsno summary yetcs-si1809.05124Google Research0 citesSep 13, 2018
- SepTrends in the Diffusion of Misinformation on Social Mediano summary yetcs-si1809.05901Microsoft Research2 citesSep 16, 2018
- JulDeepInf: Social Influence Prediction with Deep Learningno summary yetcs-si1807.05560Microsoft Research547 citesJul 15, 2018
- JunDiscovering Latent Patterns of Urban Cultural Interactions in WeChat for Modern City Planningno summary yetcs-si1806.05694Tencent23 citesJun 14, 2018
- JunHow LinkedIn Economic Graph Bonds Information and Product: Applications in LinkedIn Salaryno summary yetcs-si1806.09063LinkedIn9 citesJun 24, 2018
- FebA Longitudinal Study of Google Playno summary yetcs-si1802.02996Microsoft Research0 citesFeb 8, 2018
2017
15- DecCausal Feature Selection for Individual Characteristics Predictionno summary yetcs-si1712.07708Microsoft Research0 citesDec 20, 2017
- NovBL-ECD: Broad Learning based Enterprise Community Detection via Hierarchical Structure Fusionno summary yetcs-si1711.09411Microsoft Research0 citesNov 26, 2017
- OctNetwork Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vecno summary yetcs-si1710.02971Microsoft Research643 citesOct 9, 2017
- AugClique-based Method for Social Network Clusteringno summary yetcs-si1708.07609Google Research1 citesAug 25, 2017
- JunGraphons: A Nonparametric Method to Model, Estimate, and Design Algorithms for Massive Networksno summary yetcs-si1706.01143Microsoft Research12 citesJun 4, 2017
- JunHARP: Hierarchical Representation Learning for Networksno summary yetcs-si1706.07845Google Research127 citesJun 23, 2017
- MayA Survey of Location Prediction on Twitterno summary yetcs-si1705.03172Tencent248 citesMay 9, 2017
- MayAdaptive Modularity Maximization via Edge Weighting Schemeno summary yetcs-si1705.04863Google Research35 citesMay 13, 2017
- MayLinkedIn Salary: A System for Secure Collection and Presentation of Structured Compensation Insights to Job Seekersno summary yetcs-si1705.06976LinkedIn1 citesMay 17, 2017
- AprThe Many Faces of Link Fraudno summary yetcs-si1704.01420Google Research5 citesApr 5, 2017
- MarUnderstanding and Predicting Delay in Reciprocal Relationsno summary yetcs-si1703.01393Amazon4 citesMar 4, 2017
- MarFairPlay: Fraud and Malware Detection in Google Playno summary yetcs-si1703.02002Google Research3 citesMar 6, 2017
- MarIdentifying Partisan Slant in News Articles and Twitter during Political Crisesno summary yetcs-si1703.05819Meta / FAIR22 citesMar 16, 2017
- MarBringing Salary Transparency to the World: Computing Robust Compensation Insights via LinkedIn Salaryno summary yetcs-si1703.09845LinkedIn10 citesMar 29, 2017
- JanTies That Bind - Characterizing Classes by Attributes and Social Tiesno summary yetcs-si1701.09039Google Research2 citesJan 31, 2017
2016
8- NovPNP: Fast Path Ensemble Method for Movie Designno summary yetcs-si1611.02388Meta / FAIR1 citesNov 8, 2016
- NovNode Embedding via Word Embedding for Network Community Discoveryno summary yetcs-si1611.03028Amazon1 citesNov 9, 2016
- NovRandomized Experimental Design via Geographic Clusteringno summary yetcs-si1611.03780Google Research2 citesNov 11, 2016
- NovA Unified Framework for Community Detection and Network Representation Learningno summary yetcs-si1611.06645Tencent4 citesNov 21, 2016
- JulThe Limits of Popularity-Based Recommendations, and the Role of Social Tiesno summary yetcs-si1607.04263Google Research18 citesJul 14, 2016
- MarAveraging Gone Wrong: Using Time-Aware Analyses to Better Understand Behaviorno summary yetcs-si1603.07025Microsoft Research20 citesMar 22, 2016
- FebExploring limits to prediction in complex social systemsno summary yetcs-si1602.01013Microsoft Research144 citesFeb 2, 2016
- FebDo Cascades Recur?no summary yetcs-si1602.01107Meta / FAIR14 citesFeb 2, 2016
2015
14- DecIn a World That Counts: Clustering and Detecting Fake Social Engagement at Scaleno summary yetcs-si1512.05457Google Research31 citesDec 17, 2015
- DecThe Lifecycle and Cascade of WeChat Social Messaging Groupsno summary yetcs-si1512.07831Tencent0 citesDec 24, 2015
- OctEstimating the Causal Impact of Recommendation Systems from Observational Datano summary yetcs-si1510.05569Microsoft Research96 citesOct 19, 2015
- SepTag Me Maybe: Perceptions of Public Targeted Sharing on Facebookno summary yetcs-si1509.01095Microsoft Research0 citesSep 3, 2015
- AugWhen Crowdsourcing Meets Mobile Sensing: A Social Network Perspectiveno summary yetcs-si1508.00299Amazon43 citesAug 3, 2015
- JulIs Anyone Out There? Unpacking Q&A Hashtags on Twitterno summary yetcs-si1507.01311Microsoft Research7 citesJul 6, 2015
- JulSupervised Collective Classification for Crowdsourcingno summary yetcs-si1507.06682Amazon4 citesJul 23, 2015
- JunReverse Ranking by Graph Structure: Model and Scalable Algorithmsno summary yetcs-si1506.02386Google Research1 citesJun 8, 2015
- MayLarge Graph Analysis in the GMine Systemno summary yetcs-si1505.07777Google Research29 citesMay 28, 2015
- MarThe Routing of Complex Contagion in Kleinberg's Small-World Networksno summary yetcs-si1503.00448Microsoft Research1 citesMar 2, 2015
- MarThe Lifecycles of Apps in a Social Ecosystemno summary yetcs-si1503.06870Meta / FAIR29 citesMar 23, 2015
- MarAverage Distance Queries through Weighted Samples in Graphs and Metric Spaces: High Scalability with Tight Statistical Guaranteesno summary yetcs-si1503.08528Microsoft Research7 citesMar 30, 2015
- FebParticipatory Militias: An Analysis of an Armed Movement's Online Audienceno summary yetcs-si1502.02065Microsoft Research19 citesFeb 6, 2015
- JanDisaster Monitoring with Wikipedia and Online Social Networking Sites: Structured Data and Linked Data Fragments to the Rescue?no summary yetcs-si1501.06329Google Research0 citesJan 26, 2015
2014
6- JulCrowdSTAR: A Social Task Routing Framework for Online Communitiesno summary yetcs-si1407.6714Microsoft Research0 citesJul 24, 2014
- JulProcessing Social Media Messages in Mass Emergency: A Surveyno summary yetcs-si1407.7071Microsoft Research103 citesJul 25, 2014
- AprInferring Social Status and Rich Club Effects in Enterprise Communication Networksno summary yetcs-si1404.3708Google Research438 citesApr 14, 2014
- MarCan Cascades be Predicted?no summary yetcs-si1403.4608Meta / FAIR532 citesMar 18, 2014
- MarInformation Filtering on Coupled Social Networksno summary yetcs-si1403.7595Alibaba14 citesMar 29, 2014
- FebInformation Evolution in Social Networksno summary yetcs-si1402.6792Meta / FAIR133 citesFeb 27, 2014
2013
9- DecLearning about social learning in MOOCs: From statistical analysis to generative modelno summary yetcs-si1312.2159Microsoft Research28 citesDec 8, 2013
- NovSelection Effects in Online Sharing: Consequences for Peer Adoptionno summary yetcs-si1311.2878Meta / FAIR11 citesNov 12, 2013
- NovCommunity detection thresholds and the weak Ramanujan propertyno summary yetcs-si1311.3085Microsoft Research338 citesNov 13, 2013
- OctRomantic Partnerships and the Dispersion of Social Ties: A Network Analysis of Relationship Status on Facebookno summary yetcs-si1310.6753Meta / FAIR107 citesOct 24, 2013
- SepA new hierarchical clustering algorithm to identify non-overlapping like-minded communitiesno summary yetcs-si1309.5762Google Research3 citesSep 23, 2013
- MayGraph cluster randomization: network exposure to multiple universesno summary yetcs-si1305.6979Meta / FAIR39 citesMay 30, 2013
- AprSubgraph Frequencies: Mapping the Empirical and Extremal Geography of Large Graph Collectionsno summary yetcs-si1304.1548Meta / FAIR43 citesApr 4, 2013
- AprCharacterizing and curating conversation threads: Expansion, focus, volume, re-entryno summary yetcs-si1304.4602Meta / FAIR44 citesApr 16, 2013
- FebThe Role of Information Diffusion in the Evolution of Social Networksno summary yetcs-si1302.6276Google Research143 citesFeb 25, 2013
2012
7- DecUser Taglines: Alternative Presentations of Expertise and Interest in Social Mediano summary yetcs-si1212.1927Microsoft Research1 citesDec 9, 2012
- OctTracking Large-Scale Video Remix in Real-World Eventsno summary yetcs-si1210.0623Google Research0 citesOct 2, 2012
- JulModel Selection for Degree-corrected Block Modelsno summary yetcs-si1207.3994Microsoft Research110 citesJul 17, 2012
- JunSocial Influence in Social Advertising: Evidence from Field Experimentsno summary yetcs-si1206.4327Meta / FAIR193 citesJun 19, 2012
- JunA Tractable Approach to Finding Closest Truncated-commute-time Neighbors in Large Graphsno summary yetcs-si1206.5259Google Research31 citesJun 20, 2012
- JanOn the Hyperbolicity of Small-World and Tree-Like Random Graphsno summary yetcs-si1201.1717Microsoft Research10 citesJan 9, 2012
- JanThe Role of Social Networks in Information Diffusionno summary yetcs-si1201.4145Meta / FAIR137 citesJan 19, 2012
2011
3- NovInfluence Diffusion Dynamics and Influence Maximization in Social Networks with Friend and Foe Relationshipsno summary yetcs-si1111.4729Microsoft Research4 citesNov 21, 2011
- JunOn the Non-Progressive Spread of Influence through Social Networksno summary yetcs-si1106.3826Google Research0 citesJun 20, 2011
- FebMulti-skill Collaborative Teams based on Densest Subgraphsno summary yetcs-si1102.3340Google Research7 citesFeb 13, 2011