30. The Web Conference  VIRTUAL EDITION, Ljubljana 2021

30. The Web Conference VIRTUAL EDITION, Ljubljana 2021

377 Lectures · Apr 12, 2021

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.

Related categories

Uploaded videos:

Opening

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24:10

Opening

Marko Grobelnik,

Jure Leskovec,

Jie Tang,

Marc Najork,

Leila Zia

May 03, 2021

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37 Views

Opening

Keynote Talks

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01:02:04

AI Grand Challenges: Past, Present and Future

Ganesh Mani

May 03, 2021

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42 Views

Keynote
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37:42

Human rights in digital era

Verica Trstenjak

May 03, 2021

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28 Views

Keynote
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52:38

Diversity, Bias, online social relations and related issues

Fausto Giunchiglia

May 03, 2021

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13 Views

Keynote
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53:48

Knowledge Graphs & Natural Language in Finance

Anju Kambadur

May 03, 2021

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42 Views

Keynote
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38:17

The Geography of Social Ties

Lada Adamic

May 03, 2021

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26 Views

Keynote
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47:37

Commonsense Intelligence: Cracking the Longstanding Challenge in AI

Yejin Choi

May 03, 2021

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26 Views

Keynote
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50:28

Implications and Explanations in User-Generated Data

Estevam Hruschka

May 03, 2021

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20 Views

Keynote
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44:32

The web of data: how are we doing so far?

Elena Simperl

May 03, 2021

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28 Views

Keynote
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45:17

Enabling the quantum revolution — pioneering advances to achieve quantum computi...

Krysta M. Svore

May 03, 2021

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28 Views

Keynote

Online Markets

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14:45

REST: Relational Event-driven Stock Trend Forecasting

Wentao Xu

Apr 13, 2021

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51 Views

Lecture
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12:20

Exploring the Scale-Free Nature of Stock Markets: Hyperbolic Graph Learning for ...

Ramit Sawhney

Apr 13, 2021

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31 Views

Lecture
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14:54

Detecting and Quantifying Wash Trading on Decentralized Cryptocurrency Exchanges

Friedhelm Victor

Apr 13, 2021

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35 Views

Lecture
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13:33

Towards Understanding and Demystifying Bitcoin Mixing Services

Yufeng Hu

Apr 13, 2021

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29 Views

Lecture
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14:16

Towards Understanding Cryptocurrency Derivatives: A Case Study of BitMEX

Kyle soska

Apr 13, 2021

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12 Views

Lecture

Security

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14:20

RIGA: Covert and Robust White-Box Watermarking of Deep Neural Networks

Tianhao Wang

Apr 13, 2021

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11 Views

Lecture
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13:35

On the Feasibility of Automated Built-in Function Modeling for PHP Symbolic Exec...

Penghui Li

Apr 13, 2021

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9 Views

Lecture
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15:16

TLS 1.3 in Practice: How TLS 1.3 Contributes to Internet

Hyunwoo Lee

Apr 13, 2021

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12 Views

Lecture
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15:02

Towards Realistic and Reproducible Web Crawl Measurements

Jordan Jueckstock

Apr 13, 2021

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26 Views

Lecture
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14:16

#Twiti: Social Listening for Threat Intelligence

WooChul Shim

Apr 13, 2021

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17 Views

Lecture
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14:50

An Investigation of Identity-Account Inconsistency in Single Sign-On

Guannan Liu

Apr 13, 2021

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20 Views

Lecture
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14:40

Data Poisoning Attacks and Defenses to Crowdsourcing Systems

Minghong Fang

Apr 13, 2021

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25 Views

Lecture
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14:53

A First Look at DeepFake Videos in the Wild: Analysis and Detection

Jiameng Pu

Apr 13, 2021

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16 Views

Lecture
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14:58

Columbus: Fast, Reliable Co-residence Detection for Lambdas

Ailm Yelam

Apr 13, 2021

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11 Views

Lecture
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14:07

DAPter: Preventing User Data Abuse in Deep Learning Inference Services

Hao Wu

Apr 13, 2021

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26 Views

Lecture
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14:30

Towards a Lightweight, Hybrid Approach for Detecting DOM XSS Vulnerabilities wit...

Clement Fung

Apr 13, 2021

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18 Views

Lecture
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13:51

An Empirical Study of Real-World WebAssembly Binaries: Security, Languages, Use ...

Aaron Hilbig

Apr 13, 2021

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26 Views

Lecture
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12:41

Security of Alerting Authorities in the WWW: Measuring Namespaces, DNSSEC, and W...

Pouyan Fotouhi Tehrani

Apr 13, 2021

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16 Views

Lecture
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14:31

LChecker: Detecting Loose Comparison Bugs in PHP

Penghui Li

Apr 13, 2021

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3 Views

Lecture
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13:18

SEPAL: Towards a Large-scale Analysis of SEAndroid Policy Customization

Dongsong Yu

Apr 13, 2021

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8 Views

Lecture

Learn to rank

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10:13

An Alternative Cross Entropy Loss for Learning-to-Rank

Sebastian Bruch

Apr 13, 2021

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39 Views

Lecture
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14:43

Diversification-Aware Learning to Rank using Distributed Representation

Le Yan

Apr 13, 2021

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31 Views

Lecture
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11:11

Maximizing Marginal Fairness for Dynamic Learning to Rank

Tao Yang

Apr 13, 2021

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19 Views

Lecture
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14:34

PairRank: Online Pairwise Learning to Rank by Divide-and-Conquer

Yiling Jia

Apr 13, 2021

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21 Views

Lecture
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14:59

Robust Generalization and Safe Query-Specialization in Counterfactual Learning t...

Harrie Oosterhuis

Apr 13, 2021

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7 Views

Lecture

Digital Health

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13:43

MIRA:Leveraging Multi-Intention Co-click Information in Web-scale Document Retri...

Yusi Zhang

Apr 13, 2021

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8 Views

Lecture
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13:42

Long Short-Term Session Search with Joint Document Reranking and Next Query Pred...

Zhaochun Ren

Apr 13, 2021

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33 Views

Lecture
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07:43

UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data

Chacha Chen

Apr 13, 2021

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26 Views

Lecture
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14:22

On the Value of Wikipedia as a Gateway to the Web

Tiziano Piccardi

Apr 13, 2021

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23 Views

Lecture
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13:09

Projected Hamming Dissimilarity for Bit-Level Importance Coding in Collaborative...

Christian Hansen

Apr 13, 2021

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6 Views

Lecture
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14:27

Constructing a Comparison-based Click Model for Web Search

Ruizhe Zhang

Apr 13, 2021

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7 Views

Lecture
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14:20

Completing Missing Prevalence Rates for Multiple Chronic Diseases by Jointly Lev...

Yujie Feng

Apr 13, 2021

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15 Views

Lecture
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13:03

Communication Efficient Federated Generalized Tensor Factorization for Collabora...

Jing Ma

Apr 13, 2021

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8 Views

Lecture
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14:53

Towards Facilitating Empathic Conversations in Online Mental Health Support: A R...

Ashish Sharma

Apr 13, 2021

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22 Views

Lecture
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12:18

Search Engines vs. Symptom Checkers: A Comparison of their Effectiveness for Onl...

Sebastian Cross

Apr 13, 2021

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25 Views

Lecture

Systems and Infrastructure

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12:38

WiseTrans: Adaptive Transport Protocol Selection for Mobile Web Service

Jia Zhang

Apr 13, 2021

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4 Views

Lecture
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14:56

Surrounded by the Clouds

Lorenzo Corneo

Apr 13, 2021

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15 Views

Lecture
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14:55

BrowseLite: A Private Data Saving Solution for the Web

Conor Kelton

Apr 13, 2021

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119 Views

Lecture
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14:49

Superways: A Datacenter Topology for Incast-Heavy Workloads

Hamed Rezaei

Apr 13, 2021

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14 Views

Lecture
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13:53

BBR Bufferbloat in DASH Video

Santiago Vargas,

Rebecca Drucker

Apr 13, 2021

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20 Views

Lecture
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14:38

DF-TAR: A Deep Fusion Network for Citywide Traffic Accident Risk Prediction with...

Patara Trirat

Apr 13, 2021

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10 Views

Lecture
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14:06

Dissecting Performance of Production QUIC

Alexander Yu

Apr 13, 2021

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10 Views

Lecture
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14:58

NTAM: Neighborhood-Temporal Attention Model for Disk Failure Prediction in Cloud...

Chuan Luo

Apr 13, 2021

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12 Views

Lecture
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13:37

XY-Sketch: on Sketching Data Streams at Web Scale

Yongqiang Liu

Apr 13, 2021

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15 Views

Lecture
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14:45

WebSocket Adoption and the Landscape of the Real-Time Web

Paul Murley

Apr 13, 2021

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10 Views

Lecture

Graph Models

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12:06

Graph Structure Estimation Neural Networks

Ruijia Wang

Apr 13, 2021

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43 Views

Lecture
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12:40

Efficient Probabilistic Truss Indexing on Uncertain Graphs

Zitan Sun

Apr 13, 2021

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13 Views

Lecture
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14:58

Random Graphs with Prescribed K-Core Sequences: A New Null Model for Network Ana...

Katherine Van Koevering

Apr 13, 2021

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11 Views

Lecture
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14:57

Motif-driven Dense Subgraph Discovery in Directed and Labeled Networks

A. Erdem Sarıyüce

Apr 13, 2021

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18 Views

Lecture
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14:48

Heterogeneous Graph Neural Network via Attribute Completion

Di Jin

Apr 13, 2021

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63 Views

Lecture
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14:58

Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels

Qingqing Long

Apr 13, 2021

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22 Views

Lecture
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12:17

Interpreting and Unifying Graph Neural Networks with An Optimization Framework

Meiqi Zhu

Apr 13, 2021

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27 Views

Lecture
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14:33

CurGraph: Curriculum Learning for Graph Classification

Yiwei Wang

Apr 13, 2021

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29 Views

Lecture
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10:43

Distillation FrameworkExtract the Knowledge of Graph Neural Networks and Go Bey...

Cheng Fang

Apr 13, 2021

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18 Views

Lecture
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09:48

Lorentzian Graph Convolutional Neural Networks

Yiding Zhang

Apr 13, 2021

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27 Views

Lecture
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14:42

Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks

Mingqi Yang

Apr 13, 2021

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18 Views

Lecture
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16:06

Graph Contrastive Learning with Adaptive Augmentation

Yanqiao Zhu

Apr 13, 2021

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8 Views

Lecture
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11:46

SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mu...

Qingyun Sun

Apr 13, 2021

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25 Views

Lecture
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14:52

Strongly Local Hypergraph Diffusions for Clustering and Semi-supervised Learning

Mengqi Liu

Apr 13, 2021

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22 Views

Lecture
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15:08

TG-GAN: Continuous-time Temporal Graph Deep Generative Models with Time-Validity...

Liming Zhang

Apr 13, 2021

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21 Views

Lecture

Recommendations

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14:25

Diversified Recommendation Through Similarity-Guided Graph Neural Networks

Yu Zheng

Apr 13, 2021

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38 Views

Lecture
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14:15

Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recomm...

Junliang Yu

Apr 13, 2021

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8 Views

Lecture
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14:20

Reinforcement Recommendation with User \\Multi-aspect Preference

Xu Chen

Apr 13, 2021

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18 Views

Lecture
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13:22

Variation Control and Evaluation for Generative Slate Recommendations

Shuchang Liu

Apr 13, 2021

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7 Views

Lecture
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14:25

Adversarial and Contrastive Variational Autoencoder for Sequential Recommendatio...

Zhe Xie

Apr 13, 2021

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17 Views

Lecture
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08:14

STAN: Spatio-Temporal Attention Network for next Point-of-Interest Recommendatio...

Yingtao Luo

Apr 13, 2021

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19 Views

Lecture
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14:28

Session-aware Linear Item-Item Models for Session-based Recommendation

Minjin Choi

Apr 13, 2021

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18 Views

Lecture
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14:51

A Model of Two Tales: Dual Transfer Learning Framework for Improved Long-tail It...

Yin Zhang

Apr 13, 2021

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17 Views

Lecture
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13:42

Leveraging Review Properties for Effective Recommendation

Xi Wang

Apr 13, 2021

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6 Views

Lecture
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11:29

Learning Fair Representations for Recommendation: A Graph-based Perspective

Le Wu

Apr 13, 2021

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17 Views

Lecture
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13:07

RetaGNN: Relational Temporal Attentive Graph Neural Networks for Holistic Sequen...

Cheng Hsu

Apr 13, 2021

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19 Views

Lecture
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14:42

Disentangling User Interest and Conformity for Recommendation with Causal Embedd...

Yu Zheng

Apr 13, 2021

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23 Views

Lecture
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10:23

Future-Aware Diverse Trends Framework for Recommendation

Yujie Lu

Apr 13, 2021

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15 Views

Lecture
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14:46

Graph Embedding for Recommendation against Attribute Inference Attacks

Shijie Zhang

Apr 13, 2021

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14 Views

Lecture
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12:28

Field-aware Embedding Space Searching in Recommender Systems

Xiangyu Zhao

Apr 13, 2021

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13 Views

Lecture
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12:31

Cost-Effective and Interpretable Job Skill Recommendation with Deep Reinforcemen...

Ying Sun

Apr 13, 2021

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17 Views

Lecture
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12:37

Personalized Approximate Pareto-Efficient Recommendation

Ruobing Xie

Apr 13, 2021

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25 Views

Lecture
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14:05

Learning from User Feedback on Explanations to Improve Recommender Models

Azin Ghazimatin

Apr 13, 2021

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7 Views

Lecture
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11:04

Bidirectional Distillation for Top-K Recommender System

Wonbin Kweon

Apr 13, 2021

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33 Views

Lecture
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13:43

Towards Content Provider Aware Recommender Systems: A Simulation Study on the In...

Ruohan Zhan

Apr 13, 2021

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18 Views

Lecture
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12:54

DeepRec: On-device Deep Learning for Privacy-Preserving Sequential Recommendatio...

Jialiang Han

Apr 13, 2021

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34 Views

Lecture
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13:23

Rabbit Holes and Taste Distortion: Distribution-Aware Recommendation with Evolvi...

Xing Zhao

Apr 13, 2021

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21 Views

Lecture
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14:52

A Workflow Analysis of Context-driven Conversational Recommendation

Scott Scanner

Apr 13, 2021

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11 Views

Lecture
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14:54

Learning Intents behind Interactions with Knowledge Graph for Recommendation

Xiang Wang

Apr 13, 2021

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26 Views

Lecture

Networks, Access and Content Quality

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13:58

The Great Awakening: An Exploratory Study of QAnon on Voat

Antonis Papasavva

Apr 13, 2021

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24 Views

Lecture
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13:27

Chinese Wall or Swiss Cheese? Keyword filtering in the Great Firewall of China

Raymond Rambert

Apr 13, 2021

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13 Views

Lecture
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15:00

Understanding the Impact of Encrypted DNS on Internet Censorship

Lin Jin

Apr 13, 2021

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16 Views

Lecture
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09:58

Improving Cyberbully Detection with User Interaction

Suyu Ge

Apr 13, 2021

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17 Views

Lecture
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12:04

IFSpard: An Information Fusion-based Framework for Spam Review Detection

Yao Zhu

Apr 13, 2021

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16 Views

Lecture

Sentiment

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13:43

Dr.Emotion: Disentangled Representation Learning for Emotion Analysis on Social ...

Mingxuan Ju

Apr 13, 2021

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19 Views

Lecture
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15:54

Modeling Human Motives and Emotions from Personal Narratives Using External Know...

Prashanth Vijayaraghavan

Apr 13, 2021

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10 Views

Lecture
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15:00

Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Source...

Sicheng Zhao

Apr 13, 2021

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4 Views

Lecture
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14:29

Latent Target-Opinion as Prior for Document-Level Sentiment Classification: A Va...

Hao Fei

Apr 13, 2021

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8 Views

Lecture
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15:01

Contrastive Lexical Diffusion Coefficient: Quantifying the Stickiness of the Ord...

Mohammadzaman Zamani

Apr 13, 2021

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19 Views

Lecture

User Modeling

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10:02

High-dimensional Sparse Embeddings for Collaborative Filtering

Jan Van Balen

Apr 13, 2021

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31 Views

Lecture
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10:20

Sinkhorn Collaborative Filtering

Xiucheng Li

Apr 13, 2021

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11 Views

Lecture
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12:35

HGCF: Hyperbolic Graph Convolution Networks for Collaborative Filtering

Jianing Sun

Apr 13, 2021

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24 Views

Lecture
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11:48

Collaborative Filtering with Preferences Inferred from Brain Signals

Keith Davis

Apr 13, 2021

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22 Views

Lecture
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14:21

Variable Interval Time Sequence Modeling for Career Trajectory Prediction: Deep ...

Chao Wang

Apr 13, 2021

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39 Views

Lecture

Bias and Fairness

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15:01

User-oriented Group Fairness In Recommender Systems

Yunqi Li

Apr 13, 2021

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31 Views

Lecture
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14:52

Mitigating Gender Bias in Captioning Systems

Ruixiang Tang

Apr 13, 2021

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11 Views

Lecture
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09:42

Fair Partitioning of Public Resources: Redrawing District Boundary to Minimize S...

Nuno Mota

Apr 13, 2021

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17 Views

Lecture
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14:59

Understanding User Sensemaking in Machine Learning Fairness Assessment Systems

Jing Nathan Yan

Apr 13, 2021

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9 Views

Lecture
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14:48

Not All Features Are Equal: Discovering Essential Features for Preserving Predic...

Fatemehsadat Mireshghallah

Apr 13, 2021

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30 Views

Lecture
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14:39

Auditing for Bias in Algorithms Delivering Job Ads

Basileal Imana

Apr 13, 2021

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29 Views

Lecture
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15:00

Debiasing Career Recommendations with Neural Fair Collaborative Filtering

Rashidul Islam

Apr 13, 2021

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12 Views

Lecture
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14:23

The Interaction between Political Typology and Filter Bubbles in News Recommenda...

Ping Liu

Apr 13, 2021

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21 Views

Lecture
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13:37

Dialect Diversity in Text Summarization on Twitter

L. Elisa Celis

Apr 13, 2021

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6 Views

Lecture
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15:00

Fairness Aware PageRank

Sotiris Tsioutsiouliklis

Apr 13, 2021

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10 Views

Lecture

Models for networks and dynamics

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14:55

Twin Peaks, a Model for Recurring Cascades

Matteo Almanza

Apr 13, 2021

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14 Views

Lecture
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14:40

TEDIC: Neural Modeling of Behavioral Patterns in Dynamic Social Interaction Netw...

Apr 13, 2021

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32 Views

Lecture
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14:28

Modeling Sparse Information Diffusion at Scale via Lazy Multivariate Hawkes Proc...

Maximillian Nickel

Apr 13, 2021

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13 Views

Lecture
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14:43

DYMOND: DYnamic MOtif-NoDes Network Generative Model

Giselle Zeno

Apr 13, 2021

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15 Views

Lecture
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14:12

Radflow: A Recurrent, Aggregated, and Decomposable Model for Networks of Time Se...

Alasdair Tran

Apr 13, 2021

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22 Views

Lecture

Web Mining for Search

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14:59

Towards a Better Understanding of Query Reformulation Behavior in Web Search

Jia Chen

Apr 13, 2021

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19 Views

Lecture
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15:12

Topic-enhanced knowledge-aware retrieval model for diverse relevance estimation

Xiangsheng Li

Apr 13, 2021

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6 Views

Lecture
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12:34

Controllable Gradient Item Retrieval

Haonan Wang

Apr 13, 2021

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7 Views

Lecture
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08:25

Graph-based Hierarchical Relevance Matching Signals for Ad-hoc Retrieval

Xueli Yu

Apr 13, 2021

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17 Views

Lecture
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14:28

Cross-Positional Attention for Debiasing Clicks

Honglei Zhuang

Apr 13, 2021

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19 Views

Lecture

Entity Linking and Knowledge Graph Completion

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11:41

Inductive Entity Representations from Text via Link Prediction

Daniel Daza

Apr 13, 2021

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7 Views

Lecture
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15:55

Revisiting the Evaluation Protocol of Knowledge Graph Completion Methods for Lin...

Sudhanshu Tiwari

Apr 13, 2021

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20 Views

Lecture
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10:46

Boosting the Speed of Entity Alignment 10×: Dual Attention Matching Network with...

Xin Mao

Apr 13, 2021

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9 Views

Lecture
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17:15

Progressive, Holistic Geospatial Interlinking

George Papadakis

Apr 13, 2021

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14 Views

Lecture
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14:57

RETA: A Schema-Aware, End-to-End Solution for Instance Completion in Knowledge G...

Paolo Rosso

Apr 13, 2021

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13 Views

Lecture

Recommendation

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13:04

Drug Package Recommendation via Interaction-aware Graph Induction

Zhi Zheng

Apr 13, 2021

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4 Views

Lecture
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14:54

A Recommender System for Crowdsourcing Food Rescue Platforms

Zheyuan Ryan Shi

Apr 13, 2021

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12 Views

Lecture
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14:18

Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation

Yongji Wu

Apr 13, 2021

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19 Views

Lecture
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13:04

Interest-aware Message-Passing GCN for Recommendation

Fan Liu

Apr 13, 2021

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22 Views

Lecture
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12:17

Learning Heterogeneous Temporal Patterns of User Preference for Timely Recommend...

Junsu Cho

Apr 13, 2021

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9 Views

Lecture
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10:33

Task-adaptive Neural Process for User Cold-Start Recommendation

Xixun Lin

Apr 13, 2021

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16 Views

Lecture

Federated Learning

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14:58

Meta-HAR: Federated Representation Learning for Human Activity Recognition

Chenglin Li

Apr 13, 2021

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19 Views

Lecture
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13:48

PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization

Bingyan Liu

Apr 13, 2021

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7 Views

Lecture
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13:32

Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale S...

Chengxu Yang

Apr 13, 2021

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5 Views

Lecture
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13:39

Incentive Mechanism for Horizontal Federated Learning Based on Reputation and Re...

Jingwen Zhang

Apr 13, 2021

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14 Views

Lecture
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12:26

Hierarchical Personalized Federated Learning for User Modeling

Jinze Wu

Apr 13, 2021

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35 Views

Lecture

Information retrieval

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11:08

Cross-lingual Language Model Pretraining for Retrieval

Puxuan Yu

Apr 13, 2021

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10 Views

Lecture
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14:53

Match Plan Generation in Web Search with Parameterized Action Reinforcement Lear...

Ziyan Luo

Apr 13, 2021

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6 Views

Lecture
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14:21

A Linguistic Study on Relevance Modeling in Information Retrieval

Yixing Fan

Apr 13, 2021

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5 Views

Lecture
video-img
13:31

Estimation of Fair Ranking Metrics with Incomplete Judgments

Omen Kirnap

Apr 13, 2021

 · 

12 Views

Lecture
video-img
12:49

Pivot-based Candidate Retrieval for Cross-lingual Entity Linking

Qian Liu

Apr 13, 2021

 · 

6 Views

Lecture

Online Conversations

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15:20

The Structure of Toxic Conversations on Twitter

Martin Saveski

Apr 13, 2021

 · 

11 Views

Lecture
video-img
14:21

Interventions for Softening Can Lead to Hardening of Opinions: Evidence from a R...

Andreas Spitz

Apr 13, 2021

 · 

12 Views

Lecture
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15:01

"Short is the Road that Leads from Fear to Hate'': Fear Speech in Indian WhatsAp...

Punyajoy Saha

Apr 13, 2021

 · 

17 Views

Lecture
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12:26

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

Fatemeh Tahmasbi

Apr 13, 2021

 · 

28 Views

Lecture
video-img
14:04

Conversations Gone Alright: Quantifying and Predicting Prosocial Outcomes in Onl...

Jiajun Bao

Apr 13, 2021

 · 

7 Views

Lecture

Sampling

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14:51

Consistent Sampling Through Extremal Process

Ping Li

Apr 13, 2021

 · 

10 Views

Lecture
video-img
14:39

Beyond Outlier Detection: Interpreting Outliers by Attention-Guided Triplet Devi...

Hongzuo Xu

Apr 13, 2021

 · 

10 Views

Lecture
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11:13

Fair and Representative Subset Selection from Data Streams

Yanhao Wang

Apr 13, 2021

 · 

16 Views

Lecture
video-img
15:35

CLEAR: Contrastive-Prototype Learning with Drift Estimation for Resource Constra...

Zhuoyi Wang

Apr 13, 2021

 · 

5 Views

Lecture
video-img
14:39

Diversity on the Go! Streaming Determinantal Point Processes under a Maximum Ind...

Paul Liu

Apr 13, 2021

 · 

8 Views

Lecture

Knowledge Graphs

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14:01

Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge ...

Nurendra Choudhary

Apr 13, 2021

 · 

17 Views

Lecture
video-img
14:41

ColChain: Collaborative Linked Data Networks

Christian Aebeloe

Apr 13, 2021

 · 

20 Views

Lecture
video-img
13:23

MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths

Muchao Ye

Apr 13, 2021

 · 

32 Views

Lecture
video-img
12:36

Efficient Computation of Semantically Cohesive Subgraphs for Keyword-Based Knowl...

Yuxuan Shi

Apr 13, 2021

 · 

23 Views

Lecture
video-img
13:37

WiseKG: Balanced Access to Web Knowledge Graphs

Amr Azzam

Apr 13, 2021

 · 

21 Views

Lecture

Mobile and Ubiquitous Computing

video-img
14:25

A Longitudinal Study of Removed Apps in iOS App Store

Fuqi Lin

Apr 13, 2021

 · 

26 Views

Lecture
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14:29

Demystifying Illegal Mobile Gambling Apps

Yuhao Gao

Apr 13, 2021

 · 

75 Views

Lecture
video-img
14:52

ReACt: A Resource-centric Access Control System for Web-app Interactions on Andr...

Xin Zhang

Apr 13, 2021

 · 

8 Views

Lecture
video-img
11:45

NeuroPose: 3D Hand Pose Tracking using EMG Wearables

Yilin Liu

Apr 13, 2021

 · 

15 Views

Lecture
video-img
14:56

Whale Watching in Inland Indonesia: Analyzing a Small, Remote, Internet-Based Co...

Matthew Johnson

Apr 13, 2021

 · 

15 Views

Lecture
video-img
13:10

DeepVista: 16K Panoramic Cinema on Your Mobile Device

Wenxiao Zhang

Apr 13, 2021

 · 

8 Views

Lecture
video-img
07:27

CollaEdge: A Decentralized Blockchain-based Platform for Cooperative Edge Comput...

Liang Yuan

Apr 13, 2021

 · 

16 Views

Lecture
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13:41

Temporal Analysis of the Entire Ethereum Blockchain Network

Lin Zhao

Apr 13, 2021

 · 

26 Views

Lecture
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13:13

SRVAR: Joint Discrete Hidden State Discovery and Structure Learning from Time Se...

Tsung-Yu Hsieh

Apr 13, 2021

 · 

14 Views

Lecture
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12:57

Equilibrium Inverse Reinforcement Learning for Ride-hailing Vehicle Network

Takuma Oda

Apr 13, 2021

 · 

8 Views

Lecture
video-img
14:57

Stimuli-Sensitive Hawkes Processes for Personalized Student Procrastination Mode...

Mengfan Yao

Apr 13, 2021

 · 

10 Views

Lecture
video-img
14:13

Autodidactic Neurosurgeon: Collaborative Deep Inference for Mobile Edge Intellig...

Letian Zhang

Apr 13, 2021

 · 

10 Views

Lecture
video-img
13:36

SDFVAE: Static and Dynamic Factorized VAE for Anomaly Detection of Multivariate ...

Liang Dai

Apr 13, 2021

 · 

19 Views

Lecture
video-img
14:04

MicroRank: End-to-End Latency Issue Localization with Extended Spectrum Analysis...

Guangba Yu

Apr 13, 2021

 · 

14 Views

Lecture
video-img
14:31

Outlier-Resilient Web Service QoS Prediction

Fanghua Ye

Apr 13, 2021

 · 

21 Views

Lecture
video-img
12:12

Time-series Change Point Detection with Self-Supervised Contrastive Predictive C...

Shohreh Deldari

Apr 13, 2021

 · 

19 Views

Lecture

Neural Networks

video-img
13:53

Learning Neural Point Processes with Latent Graphs

Qiang Zhang

Apr 13, 2021

 · 

13 Views

Lecture
video-img
11:57

OCT-GAN: A Neural ODE-based Conditional Tabular GANs

Qiang Zhang

Apr 13, 2021

 · 

3 Views

Lecture
video-img
14:41

Neural Collaborative Reasoning

Hanxiong Chen

Apr 13, 2021

 · 

11 Views

Lecture
video-img
14:00

Deep Co-Attention Network for Multi-View Subspace Learning

Lecheng Zheng

Apr 13, 2021

 · 

16 Views

Lecture
video-img
14:42

ATJ-Net: Auto-Table-Join Network for Automatic Learning on Relational Databases

Jinze Bai

Apr 13, 2021

 · 

17 Views

Lecture

Personalization

video-img
12:23

A Cooperative Memory Network for Personalized Task-oriented Dialogue Systems wit...

Jiahuan Pei

Apr 13, 2021

 · 

16 Views

Lecture
video-img
14:12

Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching

Zixuan Yuan

Apr 13, 2021

 · 

29 Views

Lecture
video-img
16:11

Personalized Treatment Selection using Causal Heterogeneity

Ye Tu

Apr 13, 2021

 · 

19 Views

Lecture
video-img
13:15

Slot Self-Attentive Dialogue State Tracking

Fanghua Ye

Apr 13, 2021

 · 

15 Views

Lecture
video-img
14:35

Situation and Behavior Understanding by Trope Detection on Films

Chen-Hsi Chang

Apr 13, 2021

 · 

9 Views

Lecture
video-img
10:39

A Novel Macro-Micro Fusion Network for User Representation Learning on Mobile Ap...

Shuqing Bian

Apr 13, 2021

 · 

20 Views

Lecture
video-img
12:27

Where Next? A Dynamic Model of User Preferences

Francesco Sanna Passino

Apr 13, 2021

 · 

29 Views

Lecture
video-img
14:48

Density-Ratio Based Personalised Ranking from Implicit Feedback

Riko Togashi

Apr 13, 2021

 · 

3 Views

Lecture
video-img
12:55

Itinerary-aware Personalized Deep Matching at Fliggy

Jia Xu

Apr 13, 2021

 · 

4 Views

Lecture

Network embeddings

video-img
14:13

Dynamic Embeddings for Interaction Prediction

Zekarias Kefato

Apr 13, 2021

 · 

18 Views

Lecture
video-img
15:04

Knowledge Embedding Based Graph Convolutional Network

Donghan Yu

Apr 13, 2021

 · 

24 Views

Lecture
video-img
14:19

Motif-Preserving Dynamic Attributed Network Embedding

Zhijun Liu

Apr 13, 2021

 · 

9 Views

Lecture
video-img
15:00

Highly Liquid Temporal Interaction Graph Embeddings

Huidi Chen

Apr 13, 2021

 · 

27 Views

Lecture
video-img
13:50

Multiplex Bipartite Network Embedding using Dual Hypergraph Convolutional Networ...

Hansheng Xue

Apr 13, 2021

 · 

26 Views

Lecture

Information Extraction

video-img
13:44

Semi-Open Information Extraction

Bowen Yu

Apr 13, 2021

 · 

13 Views

Lecture
video-img
10:39

RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Netwo...

Anson Bastos

Apr 13, 2021

 · 

16 Views

Lecture
video-img
12:24

GNEM: A Generic One-to-Set Neural Entity Matching Framework

Runjin Chen

Apr 13, 2021

 · 

14 Views

Lecture
video-img
10:26

Effective Named Entity Recognition with Boundary-aware Bidirectional Neural Netw...

Fei Li

Apr 13, 2021

 · 

18 Views

Lecture
video-img
10:42

A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction

Yongliang Shen

Apr 13, 2021

 · 

35 Views

Lecture

Knowledge Graph Embeddings

video-img
14:37

MulDE: Multi-teacher Knowledge Distillation for Low-dimensional Knowledge Graph ...

Kai Wang

Apr 13, 2021

 · 

7 Views

Lecture
video-img
14:01

Efficient Knowledge Graph Embedding without Negative Sampling

Zelong Li

Apr 13, 2021

 · 

11 Views

Lecture
video-img
13:22

Structure-Augmented Text Representation Learning for Efficient Knowledge Graph C...

Bo Wang

Apr 13, 2021

 · 

8 Views

Lecture
video-img
13:33

An Adversarial Transfer Network for Knowledge Representation Learning

Huijuan Wang

Apr 13, 2021

 · 

12 Views

Lecture
video-img
12:38

Mixed-Curvature Multi-relational Graph Neural Network for Knowledge Graph Comple...

Shen Wang

Apr 13, 2021

 · 

8 Views

Lecture

Relevance, Ranking and Recommendations

video-img
14:59

Elo-MMR: A Rating System for Massive Multiplayer Competitions

Aram Ebtekar

Apr 13, 2021

 · 

13 Views

Lecture
video-img
14:09

DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learni...

Ruoxi Wang

Apr 13, 2021

 · 

32 Views

Lecture
video-img
12:11

A Scalable, Adaptive and Sound Nonconvex Regularizer for Low-rank Matrix Complet...

Yaqing Wang

Apr 13, 2021

 · 

8 Views

Lecture
video-img
13:33

A Generative Adversarial Click Model for Information Retrieval

Xinyi Dai

Apr 13, 2021

 · 

26 Views

Lecture
video-img
14:57

CrowdGP: a Gaussian Process Model for Inferencing Relevance from Crowd Annotatio...

Dan Li

Apr 13, 2021

 · 

21 Views

Lecture

Urban Computing

video-img
14:56

Fine-grained Urban Flow Prediction

Yuxuan Liang

Apr 13, 2021

 · 

9 Views

Lecture
video-img
13:45

AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph

Zheyi Pan

Apr 13, 2021

 · 

14 Views

Lecture
video-img
14:52

A Multi-Agent Reinforcement Learning Framework for Intelligent Electric Vehicle ...

Weijia Zhang

Apr 13, 2021

 · 

43 Views

Lecture
video-img
12:29

STUaNet: Understanding uncertainty in spatiotemporal collective human mobility

Zhengyang Zhou

Apr 13, 2021

 · 

17 Views

Lecture
video-img
16:02

DeepFEC: Energy Consumption Prediction under Real-World Driving Conditions for ...

Sayda Elmi

Apr 13, 2021

 · 

11 Views

Lecture

Crowdsourcing

video-img
16:06

SEPAR: Towards Regulating Future of Work Multi-Platform Crowdworking Environment...

Mohammadjavad Amiri

Apr 13, 2021

 · 

22 Views

Lecture
video-img
14:50

Online Label Aggregation: A Variational Bayesian Approach

Chi Hong

Apr 13, 2021

 · 

16 Views

Lecture
video-img
13:39

Peer Grading the Peer Reviews: A Dual-Role Approach for Lightening Scholarly Pap...

Ines Arous

Apr 13, 2021

 · 

21 Views

Lecture
video-img
14:40

Multi-Session Diversity to Improve User Satisfaction in Web Applications

Mohammadreza Esfandiari

Apr 13, 2021

 · 

13 Views

Lecture
video-img
14:37

What do You Mean? Interpreting Image Classification with Crowdsourced Concept Ex...

Agathe Balayn

Apr 13, 2021

 · 

13 Views

Lecture

Question Answering Systems

video-img
13:24

FINN: Feedback Interactive Neural Network for Intent Recommendation

Biyu Ma

Apr 13, 2021

 · 

16 Views

Lecture
video-img
10:53

Weakly-Supervised Question Answering with Effective Rank and Weighted Loss over ...

Haozhe Qin

Apr 13, 2021

 · 

10 Views

Lecture
video-img
13:23

Controlling the Risk of Conversational Search via Reinforcement Learning

Zhenduo Wang

Apr 13, 2021

 · 

13 Views

Lecture
video-img
11:18

Joint Spatio-Textual Reasoning for Answering Tourism Questions

Danish Contractor

Apr 13, 2021

 · 

23 Views

Lecture
video-img
13:09

Adapting to Context-Aware Knowledge in Natural Conversation for Multi-Turn Respo...

Apr 13, 2021

 · 

9 Views

Lecture
video-img
14:57

Multi-domain Dialogue State Tracking with Recursive Inference

Lizi Liao

Apr 13, 2021

 · 

15 Views

Lecture
video-img
14:52

Automatic Intent-Slot Induction for Dialogue Systems

Zengfeng zeng

Apr 13, 2021

 · 

12 Views

Lecture
video-img
12:18

Multilingual COVID-QA: Learning towards Global Information Sharing via Web Quest...

Rui Yan

Apr 13, 2021

 · 

13 Views

Lecture
video-img
08:27

Compositional Question Answering via Hierarchical Graph Neural Networks

Bingning Wang

Apr 13, 2021

 · 

15 Views

Lecture
video-img
11:06

Cross-domain Knowledge Distillation for Retrieval-based Question Answering Syste...

Minghui Qiu

Apr 13, 2021

 · 

10 Views

Lecture

Politics on the Web

video-img
11:38

Understanding the complexity of detecting political ads

Vera Sosnovik

Apr 13, 2021

 · 

11 Views

Lecture
video-img
15:03

Enriched Models for Legislative Edit Prediction

Aswin Suresh

Apr 13, 2021

 · 

26 Views

Lecture
video-img
15:25

Assessing the Effects of Friend-to-Friend Texting on Turnout in the 2018 US Midt...

Aaron Schein

Apr 13, 2021

 · 

9 Views

Lecture
video-img
13:46

Fast Evaluation for Relevant Quantities of Opinion Dynamics

Apr 13, 2021

 · 

7 Views

Lecture
video-img
14:54

Random Walks with Erasure: Diversifying Personalized Recommendations on Social ...

Bibek Paudel

Apr 13, 2021

 · 

11 Views

Lecture

Privacy

video-img
15:00

Cookie Swap Party: Abusing First-Party Cookies for Web Tracking

Quan Chen

Apr 13, 2021

 · 

5 Views

Lecture
video-img
14:42

User tracking in the post-cookie era: How websites bypass GDPR consent to track ...

Emmanouil Papadogiannakis

Apr 13, 2021

 · 

18 Views

Lecture
video-img
14:56

It’s Not Just the Site, it’s the Contents: Intra-domain Fingerprinting Social Me...

Kailong Wang

Apr 13, 2021

 · 

18 Views

Lecture
video-img
11:06

Have You been Properly Notified? Automatic Compliance Analysis of Privacy Policy...

Shuang Liu

Apr 13, 2021

 · 

11 Views

Lecture
video-img
14:40

Privacy Policies over Time: Curation and Analysis of a Million-Document Dataset

Ryan Amos

Apr 13, 2021

 · 

8 Views

Lecture

Online Advertising

video-img
14:23

Unifying Offline Causal Inference and Online Bandit Learning for Data Driven Dec...

Ye Li

Apr 13, 2021

 · 

11 Views

Lecture
video-img
13:38

Automated Creative Optimization for E-Commerce Advertising

Jin Chen

Apr 13, 2021

 · 

22 Views

Lecture
video-img
06:41

GuideBoot: Guided Bootstrap for Deep Contextual Bandits in Online Advertising

Feiyang Pan

Apr 13, 2021

 · 

12 Views

Lecture
video-img
13:42

A Hybrid Bandit Model with Visual Priors for Creative Ranking in Display Adverti...

Shiyao Wang

Apr 13, 2021

 · 

2 Views

Lecture
video-img
14:47

Local Clustering in Contextual Multi-Armed Bandits

Yikun Ban

Apr 13, 2021

 · 

10 Views

Lecture

Web Mining Applications

video-img
14:20

Learning from Graph Propagation via Ordinal Distillation for One-Shot Automated ...

Zhiwei Jiang

Apr 13, 2021

 · 

43 Views

Lecture
video-img
11:12

Wiki2Prop: A Multi-Modal Approach for Predicting Wikidata Properties from Wikipe...

Michael Luggen

Apr 13, 2021

 · 

22 Views

Lecture
video-img
14:21

FANCY: Human-centered, Deep Learning-based Framework for Fashion Style Analysis

Youngseung Jeon

Apr 13, 2021

 · 

6 Views

Lecture
video-img
13:57

PARIMA: Viewport Adaptive 360-Degree Video Streaming

Lovish Chopra

Apr 13, 2021

 · 

32 Views

Lecture
video-img
14:18

Controllable and Diverse Text Generation in E-commerce

Huajie Shao

Apr 13, 2021

 · 

25 Views

Lecture

Special networks and dynamics

video-img
14:27

Nonlinear Higher-Order Label Spreading

Konstantin Prokopchik

Apr 13, 2021

 · 

17 Views

Lecture
video-img
14:55

HDMI: High-order Deep Multiplex Infomax

Baoyu Jing

Apr 13, 2021

 · 

11 Views

Lecture
video-img
14:57

Network of Tensor Time Series

Apr 13, 2021

 · 

4 Views

Lecture
video-img
12:36

Improving Graph Neural Networks with Structural Adaptive Receptive Fields

Xiaojun Ma

Apr 13, 2021

 · 

19 Views

Lecture
video-img
13:48

Few-shot Network Anomaly Detection via Cross-network Meta-learning

Kaize Ding

Apr 13, 2021

 · 

11 Views

Lecture

Applications

video-img
07:12

Learning Dynamic User Behavior Based on Error-driven Event Representation

Honglian Wang

Apr 13, 2021

 · 

14 Views

Lecture
video-img
10:37

Using Prior Knowledge to Guide BERT's Attention in Semantic Textual Matching Tas...

Tingyu Xia

Apr 13, 2021

 · 

5 Views

Lecture
video-img
14:38

Wait, Let’s Think about Your Purchase Again: A Study on Interventions for Suppor...

Yunha Han

Apr 13, 2021

 · 

12 Views

Lecture
video-img
14:44

Online Mobile App Usage as an Indicator of Sleep Behavior and Job Performance

Chunjong Park

Apr 13, 2021

 · 

18 Views

Lecture
video-img
15:03

Quiz-Style Question Generation for News Stories

Adam D. Lelkes

Apr 13, 2021

 · 

17 Views

Lecture

Discovery, prediction and recommendation

video-img
12:39

Large-scale Comb-K Recommendation

Houye Ji

Apr 13, 2021

 · 

11 Views

Lecture
video-img
10:37

Dual Side Deep Context-aware Modulation for Social Recommendation

Bairan Fu

Apr 13, 2021

 · 

4 Views

Lecture
video-img
14:55

Graph Neural Networks for Friend Ranking in Large-scale Social Platforms

Aravind Sankar

Apr 13, 2021

 · 

9 Views

Lecture
video-img
13:10

Pathfinder Discovery Networks for Neural Message Passing

Benedek Rozemberczki

Apr 13, 2021

 · 

17 Views

Lecture
video-img
14:21

Few-Shot Molecular Property Prediction

Zhichun Guo

Apr 13, 2021

 · 

20 Views

Lecture

Ontologies and Knowledge Extraction

video-img
14:38

Computing Views of OWL Ontologies for the Semantic Web: A Forgetting-Based Appro...

Jiaqi Li

Apr 13, 2021

 · 

13 Views

Lecture
video-img
13:47

Advanced Semantics for Commonsense Knowledge Extraction

Tuan-Phong Nguyen

Apr 13, 2021

 · 

18 Views

Lecture
video-img
13:02

DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge

Tianqig Fang

Apr 13, 2021

 · 

8 Views

Lecture
video-img
14:26

Role-Aware Modeling for N-ary Relational Knowledge Bases

Yu Liu

Apr 13, 2021

 · 

14 Views

Lecture
video-img
14:24

Biomedical Vocabulary Alignment at Scale in the UMLS Metathesaurus

Vinh Nguyen

Apr 13, 2021

 · 

4 Views

Lecture

User Experience

video-img
14:26

From personal data to digital legacy: Exploring conflicts in the sharing, securi...

Jack Holt

Apr 13, 2021

 · 

20 Views

Lecture
video-img
12:28

ConceptGuide: Supporting Online Video Learning with Concept Map-based Recommenda...

Chien-Lin Tang

Apr 13, 2021

 · 

4 Views

Lecture
video-img
14:37

An Experimental Study to Understand User Experience and Perception Bias Occurred...

Sungkyu Park

Apr 13, 2021

 · 

25 Views

Lecture
video-img
12:00

Touchscreen Exploration of Visual Artwork for Blind People

Dragan Ahmetovic

Apr 13, 2021

 · 

15 Views

Lecture
video-img
14:17

Generating Accurate Caption Units For Figure Captioning

Xin Qian

Apr 13, 2021

 · 

33 Views

Lecture

Online Advertising and Pricing

video-img
14:36

Stochastic bandits for multi-platform budget optimization in online advertising

Vashist Avadhanula

Apr 13, 2021

 · 

15 Views

Lecture
video-img
15:30

Incrementality Testing in Programmatic Advertising: Enhanced Precision with Doub...

Joel Barajas

Apr 13, 2021

 · 

10 Views

Lecture
video-img
15:00

FM^2: Field-matrixed Factorization Machines for CTR Prediction

Yang Sun

Apr 13, 2021

 · 

8 Views

Lecture
video-img
14:05

Integrating Floor Plans into Hedonic Models for Rent Price Appraisal

Kirill Solovev

Apr 13, 2021

 · 

13 Views

Lecture
video-img
14:20

Improving Text Encoder via Graph Neural Network in Sponsored Search

Jason Zhu

Apr 13, 2021

 · 

3 Views

Lecture

Search

video-img
14:33

Leveraging User Behavior History for Personalized Email Search

Keping Bi

Apr 13, 2021

 · 

13 Views

Lecture
video-img
11:20

Partial-Softmax Loss based Deep Hashing

Rong-Cheng Tu

Apr 13, 2021

 · 

17 Views

Lecture
video-img
15:00

Unsupervised Multi-Index Semantic Hashing

Christian Hansen

Apr 13, 2021

 · 

9 Views

Lecture
video-img
14:50

Learning a Product Relevance Model from Click-Through Data in e-Commerce

Shaowei Yao

Apr 13, 2021

 · 

24 Views

Lecture
video-img
12:27

High-Dimensional Sparse Cross-Modal Hashing with Fine-Grained Similarity Embeddi...

Yongxin Wang

Apr 13, 2021

 · 

10 Views

Lecture

Link prediction

video-img
14:38

Hashing-Accelerated Graph Neural Networks for Link Prediction

Wei Wu

Apr 13, 2021

 · 

18 Views

Lecture
video-img
11:27

Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction P...

Yingheng Wang

Apr 13, 2021

 · 

16 Views

Lecture
video-img
12:40

Multi-level Hyperedge Distillation for Social Linking Prediction on Sparsely Obs...

Xiangguo Sun

Apr 13, 2021

 · 

26 Views

Lecture
video-img
13:19

Self-Supervised Learning of Contextual Embeddings for Link Prediction in Heterog...

Ping Wang

Apr 13, 2021

 · 

20 Views

Lecture
video-img
14:53

Community Value Prediction in Social E-commerce

Guozhen Zhang

Apr 13, 2021

 · 

5 Views

Lecture

Topic Modeling

video-img
14:45

Verdi: Quality Estimation and Error Detection for Bilingual Corpora

Mingjun Zhao

Apr 13, 2021

 · 

6 Views

Lecture
video-img
15:00

Crosslingual Topic Modeling with WikiPDA

Tiziano Piccardi

Apr 13, 2021

 · 

6 Views

Lecture
video-img
13:10

Keyword-aware Abstractive Summarization by Extracting Set-level Intermediate Sum...

Yizhu Liu

Apr 13, 2021

 · 

8 Views

Lecture
video-img
13:51

Graph Topic Neural Network for Document Representation

Qianqian Xie

Apr 13, 2021

 · 

19 Views

Lecture
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14:46

Insightful Dimensionality Reduction with Very Low Rank Variable Subsets

Bruno Ordozgoiti

Apr 13, 2021

 · 

6 Views

Lecture

Graph neural networks

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13:27

REST: Reciprocal Framework for Spatiotemporal coupled predictions

Haozhe Lin

Apr 13, 2021

 · 

14 Views

Lecture
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13:02

Predicting Customer Value with Social Relationships via Motif-based Graph Attent...

Jinghua Piao

Apr 13, 2021

 · 

13 Views

Lecture
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14:45

HINTS: Citation Time Series Prediction for New Publications viaDynamic Heterogen...

Song Jiang

Apr 13, 2021

 · 

14 Views

Lecture
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14:46

Pick and Choose: A GNN-based Imbalanced Learning Approach for Fraud Detection

Yang Liu

Apr 13, 2021

 · 

15 Views

Lecture
video-img
12:41

Rumor Detection with Field of Linear and Non-Linear Propagation

An Lao

Apr 13, 2021

 · 

28 Views

Lecture

Text Classification and Clustering

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17:24

MATCH: Metadata-Aware Text Classification in A Large Hierarchy

Yu Zhang

Apr 13, 2021

 · 

25 Views

Lecture
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13:57

Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Ric...

Xinyang Zhang

Apr 13, 2021

 · 

32 Views

Lecture
video-img
10:59

Scalable Auto-weighted Discrete Multi-view Clustering

Longqi Yang

Apr 13, 2021

 · 

27 Views

Lecture
video-img
14:54

Linguistically-Enriched and Context-Aware Zero-shot Slot filling

A. B. Siddique

Apr 13, 2021

 · 

13 Views

Lecture
video-img
14:52

Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Struc...

Suyuchen Wang

Apr 13, 2021

 · 

9 Views

Lecture

Knowledge Graph Validation

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10:34

Typing Errors in Factual Knowledge Graphs: Severity and Possible Ways Out

Peiran Yao

Apr 13, 2021

 · 

22 Views

Lecture
video-img
13:53

Few-Shot Knowledge Validation using Rules

Michael Loster

Apr 13, 2021

 · 

4 Views

Lecture
video-img
12:33

OntoZSL: Ontology-enhanced Zero-shot Learning

Yuxia Geng

Apr 13, 2021

 · 

8 Views

Lecture
video-img
14:29

Trav-SHACL: Efficiently Validating Networks of SHACL Constraints

Philipp D. Rohde

Apr 13, 2021

 · 

14 Views

Lecture
video-img
14:41

Online Disease Self-diagnosis with Inductive Heterogeneous Graph Convolutional N...

Zifeng Wang

Apr 13, 2021

 · 

9 Views

Lecture

Decomposition and detection of anomalies and motifs

video-img
14:22

Causal Network Motifs: Identifying Heterogeneous Spillover Effects in A/B Tests

Yuan Yuan

Apr 13, 2021

 · 

11 Views

Lecture
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19:33

MSTREAM: Fast Anomaly Detection in Multi-Aspect Streams

Siddharth Bhatia

Apr 13, 2021

 · 

7 Views

Lecture
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11:24

Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs

Yuwei Cao

Apr 13, 2021

 · 

25 Views

Lecture
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12:02

How Do Hyperedges Overlap in Real-World Hypergraphs? - Patterns, Measures, and G...

Geon Lee

Apr 13, 2021

 · 

4 Views

Lecture
video-img
14:07

STruD: Truss Decomposition of Simplicial Complexes

Giulia Preti

Apr 13, 2021

 · 

5 Views

Lecture

Facts and Misinformation

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13:34

Constructing Explainable Opinion Graphs from Reviews

Nofar Carmeli

Apr 13, 2021

 · 

21 Views

Lecture
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14:53

The Surprising Performance of Simple Baselines for Misinformation Detection

Kellin Perline

Apr 13, 2021

 · 

17 Views

Lecture
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10:41

MQuadE: a Unified Model for Knowledge Fact Embedding

Jinxing Yu

Apr 13, 2021

 · 

6 Views

Lecture
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12:56

Target-adaptive Graph for Cross-target Stance Detection

Bin Liang

Apr 13, 2021

 · 

19 Views

Lecture
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14:56

Mining Dual Emotion for Fake News Detection

Xueyao Zhang

Apr 13, 2021

 · 

6 Views

Lecture

Question Answering and Text Processing

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13:34

Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledg...

Yu Gu

Apr 13, 2021

 · 

18 Views

Lecture
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14:40

Improving Neural Question Generation using Deep Linguistic Representation

Wei Yuan

Apr 13, 2021

 · 

20 Views

Lecture
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13:22

Diverse and Specific Clarification Question Generation with Keywords

Zhiling Zhang

Apr 13, 2021

 · 

8 Views

Lecture
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13:02

Knowledge-Aware Procedural Text Understanding with Multi-Stage Training

Zhihan Zhang

Apr 13, 2021

 · 

12 Views

Lecture
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11:19

Multi-level Connection Enhanced Representation Learning for Script Event Predict...

Juwei Yue

Apr 13, 2021

 · 

25 Views

Lecture

Learning

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15:13

Unsupervised Lifelong Learning with Curricula

Yi He

Apr 13, 2021

 · 

10 Views

Lecture
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14:43

Taxonomy-aware Learning for Few-shot Event Detection

Jianming Zheng

Apr 13, 2021

 · 

9 Views

Lecture
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12:17

DistCare: Distilling Knowledge from Publicly Available Online EMR Data to Emergi...

Liantao Ma

Apr 13, 2021

 · 

27 Views

Lecture
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15:03

AID: Active Distillation Machine to Leverage Pre-Trained Black-Box Models in Pri...

Nghia Hoang

Apr 13, 2021

 · 

17 Views

Lecture
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11:07

User Simulation via Supervised Generative Adversarial Network

Xiangyu Zhao

Apr 13, 2021

 · 

24 Views

Lecture

Adversarial Cloaking and Attacks

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14:02

Adversarial Item Promotion: Vulnerabilities at the Core of Top-N Recommenders th...

Zhuoran Liu

Apr 13, 2021

 · 

6 Views

Lecture
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07:56

Robust Android Malware Detection Against Adversarial Example Attacks

Heng Li

Apr 13, 2021

 · 

18 Views

Lecture
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13:15

Where are you taking me? Understanding Abusive Traffic Distribution Systems

Janos Szurdi

Apr 13, 2021

 · 

27 Views

Lecture
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13:32

One Detector to Rule Them All: Towards a General Deepfake Attack Detection Frame...

Shahroz Tariq

Apr 13, 2021

 · 

13 Views

Lecture
video-img
12:41

A Targeted Attack on Black-Box Neural Machine Translation with Parallel Data Poi...

Chang Xu

Apr 13, 2021

 · 

5 Views

Lecture

Graph algorithms

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15:00

On the Equivalence of Decoupled Graph Convolution Network and Label Propagation

Hande Dong

Apr 13, 2021

 · 

14 Views

Lecture
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14:24

Mixup for Node and Graph Classification

Yiwei Wang

Apr 13, 2021

 · 

35 Views

Lecture
video-img
15:00

Effective and Scalable Clustering on Massive Attributed Graphs

Renchi Yang

Apr 13, 2021

 · 

21 Views

Lecture
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08:23

Mask-GVAE: Blind De-noising Graphs via Partition

Jia Li

Apr 13, 2021

 · 

4 Views

Lecture
video-img
13:44

Bridging the Gap between von Neumann Graph Entropy and Structural Information: T...

Xuecheng Liu

Apr 13, 2021

 · 

21 Views

Lecture

Text Classification

video-img
14:44

Unbiased Loss Functions for Extreme Scale Classification With Missing Labels

Mohammadreza Mohammadnia Qararei

Apr 13, 2021

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27 Views

Lecture
video-img
14:18

ECLARE: Extreme Classification with Label Graph Correlations

Anshul Mittal

Apr 13, 2021

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18 Views

Lecture
video-img
14:48

GalaXC: Graph neurAI networks with Labelwise Attention for eXtreme Classificatio...

Deepak Saini

Apr 13, 2021

 · 

30 Views

Lecture
video-img
14:28

Generalizing Discriminative Retrieval Models using Generative Tasks

Binsheng Liu

Apr 13, 2021

 · 

7 Views

Lecture
video-img
15:01

FedPS: A Privacy Protection Enhanced Personalized Search Framework

Jing Yao

Apr 13, 2021

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8 Views

Lecture

Network Algorithms

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14:18

Robust Network Alignment via Attack Signal Scaling and Adversarial Perturbation ...

Yang Zhou

Apr 13, 2021

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16 Views

Lecture
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15:02

ATTENT: Active Attributed Network Alignment

Qinghai Zhou

Apr 13, 2021

 · 

7 Views

Lecture
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15:09

BRIGHT: A Bridging Algorithm for Network Alignment

Yuchen Yan

Apr 13, 2021

 · 

28 Views

Lecture
video-img
14:39

Sketch-Based Algorithms for Approximate Shortest Paths in Road Networks

Gaurav Aggarwal

Apr 13, 2021

 · 

13 Views

Lecture
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13:10

Efficient Reductions and A Fast Algorithm of Maximum Weighted Independent Set

Mingyu Xiao

Apr 13, 2021

 · 

19 Views

Lecture

Auctions and Incentives

video-img
15:41

Auction Design for ROI-Constrained Buyers

Negin Golrezaei

Apr 13, 2021

 · 

3 Views

Lecture
video-img
14:00

Bid Prediction in Repeated Auctions with Learning

Gali Noti

Apr 13, 2021

 · 

19 Views

Lecture
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13:38

Towards Efficient Auctions for Auto-bidders

Yuan Deng

Apr 13, 2021

 · 

9 Views

Lecture
video-img
15:02

Information Elicitation from Rowdy Crowds

Apr 13, 2021

 · 

5 Views

Lecture
video-img
14:49

Evaluating the Rationales of Retail Investors

Chung-Chi Chen

Apr 13, 2021

 · 

7 Views

Lecture

Knowledge Extraction

video-img
14:36

Information Extraction From Co-Occurring Similar Entities

Nicolas Heist

Apr 13, 2021

 · 

3 Views

Lecture
video-img
11:35

Unsupervised Semantic Association Learning with Latent Label Inference

Yanzhao Zhang

Apr 13, 2021

 · 

9 Views

Lecture
video-img
14:55

TCN: Table Convolutional Network for Web Table Interpretation

Daheng Wang

Apr 13, 2021

 · 

16 Views

Lecture
video-img
14:56

Extracting Contextualized Quantity Facts from Web Tables

Vinh Thinh Ho

Apr 13, 2021

 · 

9 Views

Lecture
video-img
13:44

Searching to Sparsify Tensor Decomposition for N-ary relational data

Shimin Di

Apr 13, 2021

 · 

7 Views

Lecture

Outbrain Zemanta

video-img
39:12

Methods for effective Online Testing in Real-Time Bidding

Luka Androjna

May 26, 2021

 · 

47 Views

Lecture
video-img
02:25:36

Recommender systems with TensorFlow

Jan Hartman,

Martin Jakomin

May 27, 2021

 · 

99 Views

Lecture

PhD Symposium

video-img
10:43

How To See Smells

Mathias Zinnen

Apr 28, 2021

 · 

38 Views

Lecture
video-img
09:12

Counterfactual-Augmented Data for Multi-Hop Knowledge Base Question Answering

Yingting Li

Apr 28, 2021

 · 

21 Views

Lecture
video-img
11:10

Modeling text data over time - example on job postings

Jakob Jelenčič

Apr 28, 2021

 · 

20 Views

Lecture
video-img
07:33

Explainable Demand Forecasting: a data mining goldmine

Jože Martin Rožanec

Apr 28, 2021

 · 

21 Views

Lecture
video-img
11:26

Marketing Communications and the Semantic Web

Teodora Petkova

Apr 28, 2021

 · 

11 Views

Lecture

Three hours of PreConference event with exceptional keynote speakers

video-img
28:29

Mobility Networks for Modeling COVID-19

Jure Leskovec

Apr 28, 2021

 · 

32 Views

Lecture
video-img
29:32

Challenges in machine Learning

Evelyne Viegas

Apr 28, 2021

 · 

19 Views

Lecture
video-img
32:15

Towards Knowledge Equity

Denny Vrandečić

Apr 28, 2021

 · 

57 Views

Lecture
video-img
29:06

Global Media Monitoring

Marko Grobelnik

Apr 28, 2021

 · 

20 Views

Lecture
video-img
15:13

AI for Emotion-Semantic Trending and People Emotion Detection During COVID-19 So...

Stan Matwin

Apr 28, 2021

 · 

19 Views

Lecture