About
30. The Web Conference was to be held in Ljubljana, the capital of Slovenia, in the heart of Europe. Due to the current health problems worldwide, we should offer the best possible user experience as a completely virtual conference. We invite you to join us from April 12 to April 23, 2021. In our program you will find first week of exclusive workshops & tutorials (April 12-16, 2021) as well as a full week of The Web Conference main program (April 19-23, 2021) with invited speakers and selected collocated events and special tracks:
– Special track on AI, – Web of Health, – Web4all, – Open Education day and – Future of the Web.
Videos
Opening

Opening
May 3, 2021
·
42 views
Keynote Talks

Knowledge Graphs & Natural Language in Finance
May 3, 2021
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51 views

Enabling the quantum revolution — pioneering advances to achieve quantum computi...
May 3, 2021
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39 views

AI Grand Challenges: Past, Present and Future
May 3, 2021
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54 views

Diversity, Bias, online social relations and related issues
May 3, 2021
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20 views

The Geography of Social Ties
May 3, 2021
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33 views

Implications and Explanations in User-Generated Data
May 3, 2021
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26 views

The web of data: how are we doing so far?
May 3, 2021
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35 views

Human rights in digital era
May 3, 2021
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33 views

Commonsense Intelligence: Cracking the Longstanding Challenge in AI
May 3, 2021
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31 views
Panel

Ethics & Fairness on the Web
May 3, 2021
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0 views

Conversational Systems on the Web
May 3, 2021
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0 views
Online Markets

Towards Understanding and Demystifying Bitcoin Mixing Services
Apr 13, 2021
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38 views

REST: Relational Event-driven Stock Trend Forecasting
Apr 13, 2021
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64 views

Exploring the Scale-Free Nature of Stock Markets: Hyperbolic Graph Learning for ...
Apr 13, 2021
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40 views

Towards Understanding Cryptocurrency Derivatives: A Case Study of BitMEX
Apr 13, 2021
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17 views

Detecting and Quantifying Wash Trading on Decentralized Cryptocurrency Exchanges
Apr 13, 2021
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41 views
Security

DAPter: Preventing User Data Abuse in Deep Learning Inference Services
Apr 13, 2021
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28 views

On the Feasibility of Automated Built-in Function Modeling for PHP Symbolic Exec...
Apr 13, 2021
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14 views

An Investigation of Identity-Account Inconsistency in Single Sign-On
Apr 13, 2021
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23 views

A First Look at DeepFake Videos in the Wild: Analysis and Detection
Apr 13, 2021
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20 views

Columbus: Fast, Reliable Co-residence Detection for Lambdas
Apr 13, 2021
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16 views

TLS 1.3 in Practice: How TLS 1.3 Contributes to Internet
Apr 13, 2021
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15 views

#Twiti: Social Listening for Threat Intelligence
Apr 13, 2021
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21 views

SEPAL: Towards a Large-scale Analysis of SEAndroid Policy Customization
Apr 13, 2021
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12 views

Data Poisoning Attacks and Defenses to Crowdsourcing Systems
Apr 13, 2021
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28 views

Security of Alerting Authorities in the WWW: Measuring Namespaces, DNSSEC, and W...
Apr 13, 2021
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18 views

Towards a Lightweight, Hybrid Approach for Detecting DOM XSS Vulnerabilities wit...
Apr 13, 2021
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20 views

An Empirical Study of Real-World WebAssembly Binaries: Security, Languages, Use ...
Apr 13, 2021
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32 views

RIGA: Covert and Robust White-Box Watermarking of Deep Neural Networks
Apr 13, 2021
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17 views

Towards Realistic and Reproducible Web Crawl Measurements
Apr 13, 2021
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31 views

LChecker: Detecting Loose Comparison Bugs in PHP
Apr 13, 2021
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7 views
Learn to rank

Diversification-Aware Learning to Rank using Distributed Representation
Apr 13, 2021
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33 views

Maximizing Marginal Fairness for Dynamic Learning to Rank
Apr 13, 2021
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25 views

An Alternative Cross Entropy Loss for Learning-to-Rank
Apr 13, 2021
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42 views

Robust Generalization and Safe Query-Specialization in Counterfactual Learning t...
Apr 13, 2021
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10 views

PairRank: Online Pairwise Learning to Rank by Divide-and-Conquer
Apr 13, 2021
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24 views
Digital Health

Towards Facilitating Empathic Conversations in Online Mental Health Support: A R...
Apr 13, 2021
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25 views

Projected Hamming Dissimilarity for Bit-Level Importance Coding in Collaborative...
Apr 13, 2021
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11 views

Completing Missing Prevalence Rates for Multiple Chronic Diseases by Jointly Lev...
Apr 13, 2021
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19 views

Search Engines vs. Symptom Checkers: A Comparison of their Effectiveness for Onl...
Apr 13, 2021
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29 views

MIRA:Leveraging Multi-Intention Co-click Information in Web-scale Document Retri...
Apr 13, 2021
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12 views

Communication Efficient Federated Generalized Tensor Factorization for Collabora...
Apr 13, 2021
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12 views

On the Value of Wikipedia as a Gateway to the Web
Apr 13, 2021
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27 views

UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data
Apr 13, 2021
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31 views

Constructing a Comparison-based Click Model for Web Search
Apr 13, 2021
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11 views

Long Short-Term Session Search with Joint Document Reranking and Next Query Pred...
Apr 13, 2021
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38 views
Systems and Infrastructure

BBR Bufferbloat in DASH Video
Apr 13, 2021
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23 views

WiseTrans: Adaptive Transport Protocol Selection for Mobile Web Service
Apr 13, 2021
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10 views

DF-TAR: A Deep Fusion Network for Citywide Traffic Accident Risk Prediction with...
Apr 13, 2021
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13 views

Superways: A Datacenter Topology for Incast-Heavy Workloads
Apr 13, 2021
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18 views

Dissecting Performance of Production QUIC
Apr 13, 2021
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21 views

Surrounded by the Clouds
Apr 13, 2021
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18 views

BrowseLite: A Private Data Saving Solution for the Web
Apr 13, 2021
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124 views

NTAM: Neighborhood-Temporal Attention Model for Disk Failure Prediction in Cloud...
Apr 13, 2021
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16 views

WebSocket Adoption and the Landscape of the Real-Time Web
Apr 13, 2021
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15 views

XY-Sketch: on Sketching Data Streams at Web Scale
Apr 13, 2021
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23 views
Graph Models

Distillation FrameworkExtract the Knowledge of Graph Neural Networks and Go Bey...
Apr 13, 2021
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23 views

Interpreting and Unifying Graph Neural Networks with An Optimization Framework
Apr 13, 2021
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29 views

SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mu...
Apr 13, 2021
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29 views

Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels
Apr 13, 2021
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26 views

Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks
Apr 13, 2021
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22 views

Random Graphs with Prescribed K-Core Sequences: A New Null Model for Network Ana...
Apr 13, 2021
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17 views

Lorentzian Graph Convolutional Neural Networks
Apr 13, 2021
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30 views

Strongly Local Hypergraph Diffusions for Clustering and Semi-supervised Learning
Apr 13, 2021
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26 views

TG-GAN: Continuous-time Temporal Graph Deep Generative Models with Time-Validity...
Apr 13, 2021
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25 views

Efficient Probabilistic Truss Indexing on Uncertain Graphs
Apr 13, 2021
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16 views

Graph Contrastive Learning with Adaptive Augmentation
Apr 13, 2021
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11 views

Motif-driven Dense Subgraph Discovery in Directed and Labeled Networks
Apr 13, 2021
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20 views

CurGraph: Curriculum Learning for Graph Classification
Apr 13, 2021
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34 views

Graph Structure Estimation Neural Networks
Apr 13, 2021
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47 views

Heterogeneous Graph Neural Network via Attribute Completion
Apr 13, 2021
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67 views
Recommendations

Cost-Effective and Interpretable Job Skill Recommendation with Deep Reinforcemen...
Apr 13, 2021
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19 views

Personalized Approximate Pareto-Efficient Recommendation
Apr 13, 2021
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28 views

Disentangling User Interest and Conformity for Recommendation with Causal Embedd...
Apr 13, 2021
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27 views

Bidirectional Distillation for Top-K Recommender System
Apr 13, 2021
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36 views

A Workflow Analysis of Context-driven Conversational Recommendation
Apr 13, 2021
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14 views

A Model of Two Tales: Dual Transfer Learning Framework for Improved Long-tail It...
Apr 13, 2021
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20 views

Towards Content Provider Aware Recommender Systems: A Simulation Study on the In...
Apr 13, 2021
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21 views

DeepRec: On-device Deep Learning for Privacy-Preserving Sequential Recommendatio...
Apr 13, 2021
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37 views

Graph Embedding for Recommendation against Attribute Inference Attacks
Apr 13, 2021
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18 views

Diversified Recommendation Through Similarity-Guided Graph Neural Networks
Apr 13, 2021
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42 views

Adversarial and Contrastive Variational Autoencoder for Sequential Recommendatio...
Apr 13, 2021
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21 views

Variation Control and Evaluation for Generative Slate Recommendations
Apr 13, 2021
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11 views

Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recomm...
Apr 13, 2021
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10 views

Learning from User Feedback on Explanations to Improve Recommender Models
Apr 13, 2021
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10 views

Field-aware Embedding Space Searching in Recommender Systems
Apr 13, 2021
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16 views

Rabbit Holes and Taste Distortion: Distribution-Aware Recommendation with Evolvi...
Apr 13, 2021
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26 views

Future-Aware Diverse Trends Framework for Recommendation
Apr 13, 2021
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18 views

Learning Intents behind Interactions with Knowledge Graph for Recommendation
Apr 13, 2021
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28 views

Leveraging Review Properties for Effective Recommendation
Apr 13, 2021
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11 views

RetaGNN: Relational Temporal Attentive Graph Neural Networks for Holistic Sequen...
Apr 13, 2021
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23 views

Learning Fair Representations for Recommendation: A Graph-based Perspective
Apr 13, 2021
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23 views

Session-aware Linear Item-Item Models for Session-based Recommendation
Apr 13, 2021
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24 views

STAN: Spatio-Temporal Attention Network for next Point-of-Interest Recommendatio...
Apr 13, 2021
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22 views

Reinforcement Recommendation with User \\Multi-aspect Preference
Apr 13, 2021
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21 views
Networks, Access and Content Quality

Improving Cyberbully Detection with User Interaction
Apr 13, 2021
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21 views

The Great Awakening: An Exploratory Study of QAnon on Voat
Apr 13, 2021
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28 views

Understanding the Impact of Encrypted DNS on Internet Censorship
Apr 13, 2021
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20 views

IFSpard: An Information Fusion-based Framework for Spam Review Detection
Apr 13, 2021
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20 views

Chinese Wall or Swiss Cheese? Keyword filtering in the Great Firewall of China
Apr 13, 2021
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17 views
Sentiment

Latent Target-Opinion as Prior for Document-Level Sentiment Classification: A Va...
Apr 13, 2021
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11 views

Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Source...
Apr 13, 2021
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8 views

Contrastive Lexical Diffusion Coefficient: Quantifying the Stickiness of the Ord...
Apr 13, 2021
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23 views

Modeling Human Motives and Emotions from Personal Narratives Using External Know...
Apr 13, 2021
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14 views

Dr.Emotion: Disentangled Representation Learning for Emotion Analysis on Social ...
Apr 13, 2021
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26 views
User Modeling

HGCF: Hyperbolic Graph Convolution Networks for Collaborative Filtering
Apr 13, 2021
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29 views

Sinkhorn Collaborative Filtering
Apr 13, 2021
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13 views

High-dimensional Sparse Embeddings for Collaborative Filtering
Apr 13, 2021
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34 views

Variable Interval Time Sequence Modeling for Career Trajectory Prediction: Deep ...
Apr 13, 2021
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45 views

Collaborative Filtering with Preferences Inferred from Brain Signals
Apr 13, 2021
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26 views
Bias and Fairness

Dialect Diversity in Text Summarization on Twitter
Apr 13, 2021
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8 views

Not All Features Are Equal: Discovering Essential Features for Preserving Predic...
Apr 13, 2021
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33 views

The Interaction between Political Typology and Filter Bubbles in News Recommenda...
Apr 13, 2021
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24 views

Fair Partitioning of Public Resources: Redrawing District Boundary to Minimize S...
Apr 13, 2021
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19 views

User-oriented Group Fairness In Recommender Systems
Apr 13, 2021
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35 views

Fairness Aware PageRank
Apr 13, 2021
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14 views

Auditing for Bias in Algorithms Delivering Job Ads
Apr 13, 2021
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33 views

Understanding User Sensemaking in Machine Learning Fairness Assessment Systems
Apr 13, 2021
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13 views

Mitigating Gender Bias in Captioning Systems
Apr 13, 2021
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17 views

Debiasing Career Recommendations with Neural Fair Collaborative Filtering
Apr 13, 2021
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16 views
Models for networks and dynamics

Modeling Sparse Information Diffusion at Scale via Lazy Multivariate Hawkes Proc...
Apr 13, 2021
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17 views

DYMOND: DYnamic MOtif-NoDes Network Generative Model
Apr 13, 2021
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22 views

TEDIC: Neural Modeling of Behavioral Patterns in Dynamic Social Interaction Netw...
Apr 13, 2021
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34 views

Radflow: A Recurrent, Aggregated, and Decomposable Model for Networks of Time Se...
Apr 13, 2021
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27 views

Twin Peaks, a Model for Recurring Cascades
Apr 13, 2021
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19 views
Web Mining for Search

Controllable Gradient Item Retrieval
Apr 13, 2021
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9 views

Graph-based Hierarchical Relevance Matching Signals for Ad-hoc Retrieval
Apr 13, 2021
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20 views

Topic-enhanced knowledge-aware retrieval model for diverse relevance estimation
Apr 13, 2021
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10 views

Towards a Better Understanding of Query Reformulation Behavior in Web Search
Apr 13, 2021
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22 views

Cross-Positional Attention for Debiasing Clicks
Apr 13, 2021
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26 views
Entity Linking and Knowledge Graph Completion

Revisiting the Evaluation Protocol of Knowledge Graph Completion Methods for Lin...
Apr 13, 2021
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24 views

Progressive, Holistic Geospatial Interlinking
Apr 13, 2021
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18 views

Inductive Entity Representations from Text via Link Prediction
Apr 13, 2021
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11 views

RETA: A Schema-Aware, End-to-End Solution for Instance Completion in Knowledge G...
Apr 13, 2021
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17 views

Boosting the Speed of Entity Alignment 10×: Dual Attention Matching Network with...
Apr 13, 2021
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14 views
Recommendation

Interest-aware Message-Passing GCN for Recommendation
Apr 13, 2021
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25 views

Learning Heterogeneous Temporal Patterns of User Preference for Timely Recommend...
Apr 13, 2021
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13 views

A Recommender System for Crowdsourcing Food Rescue Platforms
Apr 13, 2021
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15 views

Drug Package Recommendation via Interaction-aware Graph Induction
Apr 13, 2021
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8 views

Task-adaptive Neural Process for User Cold-Start Recommendation
Apr 13, 2021
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22 views

Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation
Apr 13, 2021
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22 views
Federated Learning

Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale S...
Apr 13, 2021
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8 views

Hierarchical Personalized Federated Learning for User Modeling
Apr 13, 2021
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38 views

PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization
Apr 13, 2021
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10 views

Meta-HAR: Federated Representation Learning for Human Activity Recognition
Apr 13, 2021
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24 views

Incentive Mechanism for Horizontal Federated Learning Based on Reputation and Re...
Apr 13, 2021
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17 views
Information retrieval

Match Plan Generation in Web Search with Parameterized Action Reinforcement Lear...
Apr 13, 2021
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11 views

Pivot-based Candidate Retrieval for Cross-lingual Entity Linking
Apr 13, 2021
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9 views

Cross-lingual Language Model Pretraining for Retrieval
Apr 13, 2021
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24 views

Estimation of Fair Ranking Metrics with Incomplete Judgments
Apr 13, 2021
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16 views

A Linguistic Study on Relevance Modeling in Information Retrieval
Apr 13, 2021
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7 views
Online Conversations

The Structure of Toxic Conversations on Twitter
Apr 13, 2021
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13 views

Conversations Gone Alright: Quantifying and Predicting Prosocial Outcomes in Onl...
Apr 13, 2021
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11 views

"Short is the Road that Leads from Fear to Hate'': Fear Speech in Indian WhatsAp...
Apr 13, 2021
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22 views

“Go eat a bat, Chang!”: On the Emergence of Sinophobic Behavior on Web Communiti...
Apr 13, 2021
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34 views

Interventions for Softening Can Lead to Hardening of Opinions: Evidence from a R...
Apr 13, 2021
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15 views
Sampling

Fair and Representative Subset Selection from Data Streams
Apr 13, 2021
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21 views

Beyond Outlier Detection: Interpreting Outliers by Attention-Guided Triplet Devi...
Apr 13, 2021
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13 views

Diversity on the Go! Streaming Determinantal Point Processes under a Maximum Ind...
Apr 13, 2021
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12 views

Consistent Sampling Through Extremal Process
Apr 13, 2021
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13 views

CLEAR: Contrastive-Prototype Learning with Drift Estimation for Resource Constra...
Apr 13, 2021
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8 views
Knowledge Graphs

Efficient Computation of Semantically Cohesive Subgraphs for Keyword-Based Knowl...
Apr 13, 2021
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28 views

Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge ...
Apr 13, 2021
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19 views

MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths
Apr 13, 2021
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36 views

ColChain: Collaborative Linked Data Networks
Apr 13, 2021
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24 views

WiseKG: Balanced Access to Web Knowledge Graphs
Apr 13, 2021
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25 views
Mobile and Ubiquitous Computing

NeuroPose: 3D Hand Pose Tracking using EMG Wearables
Apr 13, 2021
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20 views

Equilibrium Inverse Reinforcement Learning for Ride-hailing Vehicle Network
Apr 13, 2021
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13 views

DeepVista: 16K Panoramic Cinema on Your Mobile Device
Apr 13, 2021
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10 views

SRVAR: Joint Discrete Hidden State Discovery and Structure Learning from Time Se...
Apr 13, 2021
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19 views

Stimuli-Sensitive Hawkes Processes for Personalized Student Procrastination Mode...
Apr 13, 2021
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14 views

Temporal Analysis of the Entire Ethereum Blockchain Network
Apr 13, 2021
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32 views

Time-series Change Point Detection with Self-Supervised Contrastive Predictive C...
Apr 13, 2021
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25 views

Outlier-Resilient Web Service QoS Prediction
Apr 13, 2021
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25 views

CollaEdge: A Decentralized Blockchain-based Platform for Cooperative Edge Comput...
Apr 13, 2021
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23 views

Demystifying Illegal Mobile Gambling Apps
Apr 13, 2021
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82 views

ReACt: A Resource-centric Access Control System for Web-app Interactions on Andr...
Apr 13, 2021
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11 views

A Longitudinal Study of Removed Apps in iOS App Store
Apr 13, 2021
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31 views

SDFVAE: Static and Dynamic Factorized VAE for Anomaly Detection of Multivariate ...
Apr 13, 2021
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23 views

MicroRank: End-to-End Latency Issue Localization with Extended Spectrum Analysis...
Apr 13, 2021
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19 views

Autodidactic Neurosurgeon: Collaborative Deep Inference for Mobile Edge Intellig...
Apr 13, 2021
·
16 views

Whale Watching in Inland Indonesia: Analyzing a Small, Remote, Internet-Based Co...
Apr 13, 2021
·
16 views
Neural Networks

Learning Neural Point Processes with Latent Graphs
Apr 13, 2021
·
17 views

Neural Collaborative Reasoning
Apr 13, 2021
·
14 views

ATJ-Net: Auto-Table-Join Network for Automatic Learning on Relational Databases
Apr 13, 2021
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23 views

Deep Co-Attention Network for Multi-View Subspace Learning
Apr 13, 2021
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20 views

OCT-GAN: A Neural ODE-based Conditional Tabular GANs
Apr 13, 2021
·
7 views
Personalization

Density-Ratio Based Personalised Ranking from Implicit Feedback
Apr 13, 2021
·
8 views

Personalized Treatment Selection using Causal Heterogeneity
Apr 13, 2021
·
20 views

Situation and Behavior Understanding by Trope Detection on Films
Apr 13, 2021
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11 views

A Cooperative Memory Network for Personalized Task-oriented Dialogue Systems wit...
Apr 13, 2021
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20 views

Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching
Apr 13, 2021
·
34 views

Where Next? A Dynamic Model of User Preferences
Apr 13, 2021
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33 views

Slot Self-Attentive Dialogue State Tracking
Apr 13, 2021
·
18 views

A Novel Macro-Micro Fusion Network for User Representation Learning on Mobile Ap...
Apr 13, 2021
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28 views

Itinerary-aware Personalized Deep Matching at Fliggy
Apr 13, 2021
·
9 views
Network embeddings

Motif-Preserving Dynamic Attributed Network Embedding
Apr 13, 2021
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14 views

Dynamic Embeddings for Interaction Prediction
Apr 13, 2021
·
21 views

Highly Liquid Temporal Interaction Graph Embeddings
Apr 13, 2021
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29 views

Knowledge Embedding Based Graph Convolutional Network
Apr 13, 2021
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29 views

Multiplex Bipartite Network Embedding using Dual Hypergraph Convolutional Networ...
Apr 13, 2021
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32 views
Information Extraction

A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction
Apr 13, 2021
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39 views

GNEM: A Generic One-to-Set Neural Entity Matching Framework
Apr 13, 2021
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19 views

RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Netwo...
Apr 13, 2021
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20 views

Semi-Open Information Extraction
Apr 13, 2021
·
16 views

Effective Named Entity Recognition with Boundary-aware Bidirectional Neural Netw...
Apr 13, 2021
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21 views
Knowledge Graph Embeddings

Mixed-Curvature Multi-relational Graph Neural Network for Knowledge Graph Comple...
Apr 13, 2021
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13 views

Efficient Knowledge Graph Embedding without Negative Sampling
Apr 13, 2021
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16 views

MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph ...
Apr 13, 2021
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10 views

An Adversarial Transfer Network for Knowledge Representation Learning
Apr 13, 2021
·
16 views

Structure-Augmented Text Representation Learning for Efficient Knowledge Graph C...
Apr 13, 2021
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17 views
Relevance, Ranking and Recommendations

Elo-MMR: A Rating System for Massive Multiplayer Competitions
Apr 13, 2021
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22 views

A Scalable, Adaptive and Sound Nonconvex Regularizer for Low-rank Matrix Complet...
Apr 13, 2021
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12 views

DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learni...
Apr 13, 2021
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38 views

CrowdGP: a Gaussian Process Model for Inferencing Relevance from Crowd Annotatio...
Apr 13, 2021
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23 views

A Generative Adversarial Click Model for Information Retrieval
Apr 13, 2021
·
31 views
Urban Computing

AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph
Apr 13, 2021
·
18 views

DeepFEC: Energy Consumption Prediction under Real-World Driving Conditions for ...
Apr 13, 2021
·
20 views

STUaNet: Understanding uncertainty in spatiotemporal collective human mobility
Apr 13, 2021
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22 views

Fine-grained Urban Flow Prediction
Apr 13, 2021
·
13 views

A Multi-Agent Reinforcement Learning Framework for Intelligent Electric Vehicle ...
Apr 13, 2021
·
48 views
Crowdsourcing

SEPAR: Towards Regulating Future of Work Multi-Platform Crowdworking Environment...
Apr 13, 2021
·
25 views

Multi-Session Diversity to Improve User Satisfaction in Web Applications
Apr 13, 2021
·
16 views

Peer Grading the Peer Reviews: A Dual-Role Approach for Lightening Scholarly Pap...
Apr 13, 2021
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25 views

Online Label Aggregation: A Variational Bayesian Approach
Apr 13, 2021
·
18 views

What do You Mean? Interpreting Image Classification with Crowdsourced Concept Ex...
Apr 13, 2021
·
20 views
Question Answering Systems

Compositional Question Answering via Hierarchical Graph Neural Networks
Apr 13, 2021
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20 views

Cross-domain Knowledge Distillation for Retrieval-based Question Answering Syste...
Apr 13, 2021
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14 views

Joint Spatio-Textual Reasoning for Answering Tourism Questions
Apr 13, 2021
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28 views

Multi-domain Dialogue State Tracking with Recursive Inference
Apr 13, 2021
·
18 views

Multilingual COVID-QA: Learning towards Global Information Sharing via Web Quest...
Apr 13, 2021
·
19 views

FINN: Feedback Interactive Neural Network for Intent Recommendation
Apr 13, 2021
·
19 views

Weakly-Supervised Question Answering with Effective Rank and Weighted Loss over ...
Apr 13, 2021
·
14 views

Controlling the Risk of Conversational Search via Reinforcement Learning
Apr 13, 2021
·
18 views

Automatic Intent-Slot Induction for Dialogue Systems
Apr 13, 2021
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13 views

Adapting to Context-Aware Knowledge in Natural Conversation for Multi-Turn Respo...
Apr 13, 2021
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11 views
Politics on the Web

Fast Evaluation for Relevant Quantities of Opinion Dynamics
Apr 13, 2021
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10 views

Understanding the complexity of detecting political ads
Apr 13, 2021
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14 views

Random Walks with Erasure: Diversifying Personalized Recommendations on Social ...
Apr 13, 2021
·
15 views

Enriched Models for Legislative Edit Prediction
Apr 13, 2021
·
29 views

Assessing the Effects of Friend-to-Friend Texting on Turnout in the 2018 US Midt...
Apr 13, 2021
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13 views
Privacy

It’s Not Just the Site, it’s the Contents: Intra-domain Fingerprinting Social Me...
Apr 13, 2021
·
27 views

Have You been Properly Notified? Automatic Compliance Analysis of Privacy Policy...
Apr 13, 2021
·
21 views

Cookie Swap Party: Abusing First-Party Cookies for Web Tracking
Apr 13, 2021
·
9 views

Privacy Policies over Time: Curation and Analysis of a Million-Document Dataset
Apr 13, 2021
·
12 views

User tracking in the post-cookie era: How websites bypass GDPR consent to track ...
Apr 13, 2021
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22 views
Online Advertising

Automated Creative Optimization for E-Commerce Advertising
Apr 13, 2021
·
26 views

GuideBoot: Guided Bootstrap for Deep Contextual Bandits in Online Advertising
Apr 13, 2021
·
16 views

Local Clustering in Contextual Multi-Armed Bandits
Apr 13, 2021
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16 views

A Hybrid Bandit Model with Visual Priors for Creative Ranking in Display Adverti...
Apr 13, 2021
·
8 views

Unifying Offline Causal Inference and Online Bandit Learning for Data Driven Dec...
Apr 13, 2021
·
14 views
Web Mining Applications

Controllable and Diverse Text Generation in E-commerce
Apr 13, 2021
·
30 views

PARIMA: Viewport Adaptive 360-Degree Video Streaming
Apr 13, 2021
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37 views

Learning from Graph Propagation via Ordinal Distillation for One-Shot Automated ...
Apr 13, 2021
·
48 views

Wiki2Prop: A Multi-Modal Approach for Predicting Wikidata Properties from Wikipe...
Apr 13, 2021
·
26 views

FANCY: Human-centered, Deep Learning-based Framework for Fashion Style Analysis
Apr 13, 2021
·
9 views
Special networks and dynamics

Improving Graph Neural Networks with Structural Adaptive Receptive Fields
Apr 13, 2021
·
25 views

HDMI: High-order Deep Multiplex Infomax
Apr 13, 2021
·
14 views

Few-shot Network Anomaly Detection via Cross-network Meta-learning
Apr 13, 2021
·
15 views

Network of Tensor Time Series
Apr 13, 2021
·
8 views

Nonlinear Higher-Order Label Spreading
Apr 13, 2021
·
19 views
Applications

Using Prior Knowledge to Guide BERT's Attention in Semantic Textual Matching Tas...
Apr 13, 2021
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10 views

Wait, Let’s Think about Your Purchase Again: A Study on Interventions for Suppor...
Apr 13, 2021
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14 views

Learning Dynamic User Behavior Based on Error-driven Event Representation
Apr 13, 2021
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19 views

Online Mobile App Usage as an Indicator of Sleep Behavior and Job Performance
Apr 13, 2021
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23 views

Quiz-Style Question Generation for News Stories
Apr 13, 2021
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20 views
Discovery, prediction and recommendation

Large-scale Comb-K Recommendation
Apr 13, 2021
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15 views

Graph Neural Networks for Friend Ranking in Large-scale Social Platforms
Apr 13, 2021
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12 views

Few-Shot Molecular Property Prediction
Apr 13, 2021
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25 views

Dual Side Deep Context-aware Modulation for Social Recommendation
Apr 13, 2021
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6 views

Pathfinder Discovery Networks for Neural Message Passing
Apr 13, 2021
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20 views
Ontologies and Knowledge Extraction

Advanced Semantics for Commonsense Knowledge Extraction
Apr 13, 2021
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22 views

Biomedical Vocabulary Alignment at Scale in the UMLS Metathesaurus
Apr 13, 2021
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10 views

DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge
Apr 13, 2021
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12 views

Computing Views of OWL Ontologies for the Semantic Web: A Forgetting-Based Appro...
Apr 13, 2021
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16 views

Role-Aware Modeling for N-ary Relational Knowledge Bases
Apr 13, 2021
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17 views
User Experience

An Experimental Study to Understand User Experience and Perception Bias Occurred...
Apr 13, 2021
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30 views

Generating Accurate Caption Units For Figure Captioning
Apr 13, 2021
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41 views

From personal data to digital legacy: Exploring conflicts in the sharing, securi...
Apr 13, 2021
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25 views

Touchscreen Exploration of Visual Artwork for Blind People
Apr 13, 2021
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19 views

ConceptGuide: Supporting Online Video Learning with Concept Map-based Recommenda...
Apr 13, 2021
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7 views
Online Advertising and Pricing

Improving Text Encoder via Graph Neural Network in Sponsored Search
Apr 13, 2021
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8 views

FM^2: Field-matrixed Factorization Machines for CTR Prediction
Apr 13, 2021
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14 views

Incrementality Testing in Programmatic Advertising: Enhanced Precision with Doub...
Apr 13, 2021
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13 views

Integrating Floor Plans into Hedonic Models for Rent Price Appraisal
Apr 13, 2021
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17 views

Stochastic bandits for multi-platform budget optimization in online advertising
Apr 13, 2021
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19 views
Search

Partial-Softmax Loss based Deep Hashing
Apr 13, 2021
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20 views

High-Dimensional Sparse Cross-Modal Hashing with Fine-Grained Similarity Embeddi...
Apr 13, 2021
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13 views

Leveraging User Behavior History for Personalized Email Search
Apr 13, 2021
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17 views

Learning a Product Relevance Model from Click-Through Data in e-Commerce
Apr 13, 2021
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29 views

Unsupervised Multi-Index Semantic Hashing
Apr 13, 2021
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14 views
Link prediction

Self-Supervised Learning of Contextual Embeddings for Link Prediction in Heterog...
Apr 13, 2021
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25 views

Community Value Prediction in Social E-commerce
Apr 13, 2021
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8 views

Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction P...
Apr 13, 2021
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27 views

Hashing-Accelerated Graph Neural Networks for Link Prediction
Apr 13, 2021
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21 views

Multi-level Hyperedge Distillation for Social Linking Prediction on Sparsely Obs...
Apr 13, 2021
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30 views
Topic Modeling

Insightful Dimensionality Reduction with Very Low Rank Variable Subsets
Apr 13, 2021
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8 views

Crosslingual Topic Modeling with WikiPDA
Apr 13, 2021
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10 views

Verdi: Quality Estimation and Error Detection for Bilingual Corpora
Apr 13, 2021
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11 views

Graph Topic Neural Network for Document Representation
Apr 13, 2021
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24 views

Keyword-aware Abstractive Summarization by Extracting Set-level Intermediate Sum...
Apr 13, 2021
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11 views
Graph neural networks

Rumor Detection with Field of Linear and Non-Linear Propagation
Apr 13, 2021
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32 views

Predicting Customer Value with Social Relationships via Motif-based Graph Attent...
Apr 13, 2021
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17 views

HINTS: Citation Time Series Prediction for New Publications viaDynamic Heterogen...
Apr 13, 2021
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17 views

REST: Reciprocal Framework for Spatiotemporal coupled predictions
Apr 13, 2021
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19 views

Pick and Choose: A GNN-based Imbalanced Learning Approach for Fraud Detection
Apr 13, 2021
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20 views
Text Classification and Clustering

Scalable Auto-weighted Discrete Multi-view Clustering
Apr 13, 2021
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32 views

MATCH: Metadata-Aware Text Classification in A Large Hierarchy
Apr 13, 2021
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30 views

Linguistically-Enriched and Context-Aware Zero-shot Slot filling
Apr 13, 2021
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20 views

Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Struc...
Apr 13, 2021
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13 views

Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Ric...
Apr 13, 2021
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38 views
Knowledge Graph Validation

OntoZSL: Ontology-enhanced Zero-shot Learning
Apr 13, 2021
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12 views

Trav-SHACL: Efficiently Validating Networks of SHACL Constraints
Apr 13, 2021
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19 views

Few-Shot Knowledge Validation using Rules
Apr 13, 2021
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7 views

Online Disease Self-diagnosis with Inductive Heterogeneous Graph Convolutional N...
Apr 13, 2021
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12 views

Typing Errors in Factual Knowledge Graphs: Severity and Possible Ways Out
Apr 13, 2021
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32 views
Decomposition and detection of anomalies and motifs

MSTREAM: Fast Anomaly Detection in Multi-Aspect Streams
Apr 13, 2021
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10 views

Causal Network Motifs: Identifying Heterogeneous Spillover Effects in A/B Tests
Apr 13, 2021
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15 views

STruD: Truss Decomposition of Simplicial Complexes
Apr 13, 2021
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8 views

How Do Hyperedges Overlap in Real-World Hypergraphs? - Patterns, Measures, and G...
Apr 13, 2021
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6 views

Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs
Apr 13, 2021
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27 views
Facts and Misinformation

The Surprising Performance of Simple Baselines for Misinformation Detection
Apr 13, 2021
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19 views

MQuadE: a Unified Model for Knowledge Fact Embedding
Apr 13, 2021
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9 views

Constructing Explainable Opinion Graphs from Reviews
Apr 13, 2021
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25 views

Mining Dual Emotion for Fake News Detection
Apr 13, 2021
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10 views

Target-adaptive Graph for Cross-target Stance Detection
Apr 13, 2021
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25 views
Question Answering and Text Processing

Diverse and Specific Clarification Question Generation with Keywords
Apr 13, 2021
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11 views

Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledg...
Apr 13, 2021
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22 views

Multi-level Connection Enhanced Representation Learning for Script Event Predict...
Apr 13, 2021
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28 views

Knowledge-Aware Procedural Text Understanding with Multi-Stage Training
Apr 13, 2021
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15 views

Improving Neural Question Generation using Deep Linguistic Representation
Apr 13, 2021
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29 views
Learning

Unsupervised Lifelong Learning with Curricula
Apr 13, 2021
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13 views

DistCare: Distilling Knowledge from Publicly Available Online EMR Data to Emergi...
Apr 13, 2021
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35 views

User Simulation via Supervised Generative Adversarial Network
Apr 13, 2021
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30 views

AID: Active Distillation Machine to Leverage Pre-Trained Black-Box Models in Pri...
Apr 13, 2021
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21 views

Taxonomy-aware Learning for Few-shot Event Detection
Apr 13, 2021
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13 views
Adversarial Cloaking and Attacks

Adversarial Item Promotion: Vulnerabilities at the Core of Top-N Recommenders th...
Apr 13, 2021
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13 views

A Targeted Attack on Black-Box Neural Machine Translation with Parallel Data Poi...
Apr 13, 2021
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8 views

One Detector to Rule Them All: Towards a General Deepfake Attack Detection Frame...
Apr 13, 2021
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17 views

Robust Android Malware Detection Against Adversarial Example Attacks
Apr 13, 2021
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23 views

Where are you taking me? Understanding Abusive Traffic Distribution Systems
Apr 13, 2021
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30 views
Graph algorithms

Effective and Scalable Clustering on Massive Attributed Graphs
Apr 13, 2021
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29 views

Mask-GVAE: Blind De-noising Graphs via Partition
Apr 13, 2021
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6 views

Bridging the Gap between von Neumann Graph Entropy and Structural Information: T...
Apr 13, 2021
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26 views

On the Equivalence of Decoupled Graph Convolution Network and Label Propagation
Apr 13, 2021
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18 views

Mixup for Node and Graph Classification
Apr 13, 2021
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39 views
Text Classification

FedPS: A Privacy Protection Enhanced Personalized Search Framework
Apr 13, 2021
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12 views

Generalizing Discriminative Retrieval Models using Generative Tasks
Apr 13, 2021
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13 views

GalaXC: Graph neurAI networks with Labelwise Attention for eXtreme Classificatio...
Apr 13, 2021
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37 views

ECLARE: Extreme Classification with Label Graph Correlations
Apr 13, 2021
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21 views

Unbiased Loss Functions for Extreme Scale Classification With Missing Labels
Apr 13, 2021
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30 views
Network Algorithms

Sketch-Based Algorithms for Approximate Shortest Paths in Road Networks
Apr 13, 2021
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17 views

Efficient Reductions and A Fast Algorithm of Maximum Weighted Independent Set
Apr 13, 2021
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24 views

ATTENT: Active Attributed Network Alignment
Apr 13, 2021
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12 views

BRIGHT: A Bridging Algorithm for Network Alignment
Apr 13, 2021
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35 views

Robust Network Alignment via Attack Signal Scaling and Adversarial Perturbation ...
Apr 13, 2021
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20 views
Auctions and Incentives

Bid Prediction in Repeated Auctions with Learning
Apr 13, 2021
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22 views

Information Elicitation from Rowdy Crowds
Apr 13, 2021
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10 views

Auction Design for ROI-Constrained Buyers
Apr 13, 2021
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9 views

Evaluating the Rationales of Retail Investors
Apr 13, 2021
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10 views

Towards Efficient Auctions for Auto-bidders
Apr 13, 2021
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13 views
Knowledge Extraction

Extracting Contextualized Quantity Facts from Web Tables
Apr 13, 2021
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15 views

Information Extraction From Co-Occurring Similar Entities
Apr 13, 2021
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7 views

Unsupervised Semantic Association Learning with Latent Label Inference
Apr 13, 2021
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13 views

TCN: Table Convolutional Network for Web Table Interpretation
Apr 13, 2021
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21 views

Searching to Sparsify Tensor Decomposition for N-ary relational data
Apr 13, 2021
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9 views
Outbrain Zemanta

Methods for effective Online Testing in Real-Time Bidding
May 26, 2021
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53 views

Recommender systems with TensorFlow
May 27, 2021
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113 views
PhD Symposium

How To See Smells
Apr 28, 2021
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41 views

Modeling text data over time - example on job postings
Apr 28, 2021
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26 views

Marketing Communications and the Semantic Web
Apr 28, 2021
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19 views

Counterfactual-Augmented Data for Multi-Hop Knowledge Base Question Answering
Apr 28, 2021
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26 views

Explainable Demand Forecasting: a data mining goldmine
Apr 28, 2021
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26 views
Three hours of PreConference event with exceptional keynote speakers

Towards Knowledge Equity
Apr 28, 2021
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72 views

Challenges in machine Learning
Apr 28, 2021
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22 views

Mobility Networks for Modeling COVID-19
Apr 28, 2021
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42 views

Global Media Monitoring
Apr 28, 2021
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29 views

AI for Emotion-Semantic Trending and People Emotion Detection During COVID-19 So...
Apr 28, 2021
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22 views
Closing

Closing
May 17, 2021
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0 views