The 26th International Conference on Database Systems for Advanced Applications

The 26th International Conference on Database Systems for Advanced Applications

185 Videos · Nov 8, 2021

About

The International Conference on Database Systems for Advanced Applications DASFAA provides a leading international forum for discussing the latest research on database systems and advanced applications. DASFAA is a well-established international conference series that provides a forum for technical presentations and discussions among database researchers, developers, and users from academia, business, and industry, which showcases state-of-the-art R&D activities in the general areas of database systems, Web information systems, and their applications. The conference’s long history has established the event as the premier research conference in the database area.

For more info visit DASFAA2021

Videos

RESEARCH SESSIONS

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14:09

EDKT: An Extensible Deep Knowledge Tracing Model for Multiple Learning Factors

Nov 15, 2021

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14:38

Keyword-Centric Community Search over Large Heterogeneous Information Networks

Nov 15, 2021

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12:53

Ranking Associative Entities in Knowledge Graph by Graphical Modeling of Frequen...

Nov 15, 2021

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13:18

Spatial-Temporal Attention Network for Temporal Knowledge Graph Completion

Nov 15, 2021

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14:16

OntoCSM: Ontology-Aware Characteristic Set Merging for RDF Type Discovery

Nov 15, 2021

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09:08

Expanding Semantic Knowledge for Zero-shot Graph Embedding

Nov 15, 2021

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14:21

KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph

Nov 15, 2021

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04:52

A Parameter-free Approach for Lossless Streaming Graph Summarization

Nov 15, 2021

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14:28

Towards Entity Alignment in the Open World: An Unsupervised Approach

Nov 15, 2021

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11:39

Sequence Embedding for Zero or Low Resource Knowledge Graph Completion

Nov 15, 2021

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15:30

Label Contrastive Coding based Graph Neural Network for Graph Classification

Nov 15, 2021

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11:06

Which Node Pair and What Status? Asking Expert for Better Network Embedding

Nov 15, 2021

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14:53

Fine-grained Entity Typing via Label Noise Reduction and Data Augmentation

Nov 15, 2021

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14:59

HMNet: Hybrid Matching Network for Few-shot Link Prediction

Nov 15, 2021

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12:18

A Semi-supervised Framework with Efficient Feature Extraction and Network Alignm...

Nov 15, 2021

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14:23

DMSPool: Dual Multi-Scale Pooling for Graph Representation Learning

Nov 15, 2021

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08:55

Gaussian Metric Learning for Few-Shot Uncertain Knowledge Graph Completion

Nov 15, 2021

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4 views

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20:28

Iterative Reasoning over Knowledge Graph

Nov 15, 2021

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10:27

A Novel Embedding Model for Knowledge Graph Completion Based on Multi-Task Learn...

Nov 15, 2021

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7 views

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13:24

Modeling Dynamic Social Behaviors with Time-Evolving Graphs for User Behavior Pr...

Nov 15, 2021

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14:03

Time Period-based Top-k Semantic Trajectory Pattern Query

Nov 15, 2021

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14:02

Incentive-aware Task Location in Spatial Crowdsourcing

Nov 15, 2021

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12:19

STMG: Spatial-Temporal Mobility Graph for Location Prediction

Nov 15, 2021

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13:06

Missing POI Check-in Identification Using Generative Adversarial Networks

Nov 15, 2021

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13:19

Online High-cardinality Flow Detection over Big Network Data Stream

Nov 15, 2021

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14:56

Efficient Trajectory Contact Query Processing

Nov 15, 2021

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08:52

SCSG Attention: A Self-Centered Star Graph with Attention for Pedestrian Traject...

Nov 15, 2021

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13:44

Top-k Closest Pair Queries over Spatial Knowledge Graph

Nov 15, 2021

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4 views

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14:45

Efficiently Discovering Regions of Interest with User-Defined Score Function

Nov 15, 2021

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12:15

HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Int...

Nov 15, 2021

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2 views

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10:24

Exploiting Multi-Source Data for Adversarial Driving Style Representation Learni...

Nov 15, 2021

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6 views

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09:00

An Attention-Based Bi-GRU for Route Planning and Order Dispatch of Bus-Booking P...

Nov 15, 2021

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14:06

Personalized POI Recommendation: Spatio-Temporal Representation Learning with So...

Nov 15, 2021

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12:24

Memory-Efficient Storing of Timestamps for Spatio-Temporal Data Management in Co...

Nov 15, 2021

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13:52

Privacy-Preserving Polynomial Evaluation over Spatio-Temporal Data on An Untrust...

Nov 15, 2021

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5 views

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14:56

Optimal Sequenced Route Query with POI Preferences

Nov 15, 2021

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3 views

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14:25

MM-CPred: A Multi-task Predictive Model for Continuous-time Event Sequences with...

Nov 15, 2021

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11:37

Shadow: Answering Why-not Questions On Top-k Spatial Keyword Queries Over Moving...

Nov 15, 2021

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13:29

Discriminant Mutual Information for Text Feature Selection

Nov 15, 2021

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14:41

Latent Graph Recurrent Network for Document Ranking

Nov 15, 2021

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09:30

Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule Network

Nov 15, 2021

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13:23

Discriminative Feature Adaptation via Conditional Mean Discrepancy for Cross-dom...

Nov 15, 2021

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4 views

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13:17

Neural Adversarial Review Summarization with Hierarchical Personalized Attention

Nov 15, 2021

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14:56

Unpaired Multimodal Neural Machine Translation via Reinforcement Learning

Nov 15, 2021

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12:49

CAT-BERT: A Context-Aware Transferable BERT Model for Multi-Turn Machine Reading...

Nov 15, 2021

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3 views

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14:55

Multi-task Neural Shared Structure Search: A Study based on Text Mining

Nov 15, 2021

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12:40

A Diversity-Enhanced and Constraint-Relaxed Augmentation for Low-Resource Classi...

Nov 15, 2021

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10:15

Multimodal Named Entity Recognition with Image Attributes and Image Knowledge

Nov 15, 2021

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10:22

An Interactive NL2SQL Approach With Reuse Strategy

Nov 15, 2021

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8 views

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08:00

Multi-label Classification of Long Text Based on Key-sentences Extraction

Nov 15, 2021

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4 views

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08:05

Neural Demographic Prediction in Social Media with Deep Multi-View Multi-Task Le...

Nov 15, 2021

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13:28

A Semi-structured Data Classification Model with Integrating Tag Sequence and Ng...

Nov 15, 2021

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14:05

Automated Context-aware Phrase Mining from Text Corpora

Nov 15, 2021

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5 views

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11:31

Keyword-Aware Encoder for Abstractive Text Summarization

Nov 15, 2021

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11:44

MACROBERT: Maximizing Certified Region of BERT to Adversarial Word Substitutions

Nov 15, 2021

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4 views

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13:25

Generating Contextually Coherent Responses by Learning Structured Vectorized Sem...

Nov 15, 2021

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5 views

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09:54

Inferring Deterministic Regular Expression with Unorder and Counting

Nov 15, 2021

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3 views

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11:33

SANS: Setwise Attentional Neural Similarity Method for Few-shot Recommendation

Nov 15, 2021

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10:55

DFCN: An Effective Feature Interactions Learning Model for Recommender Systems

Nov 15, 2021

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10:30

RE-KGR: Relation-Enhanced Knowledge Graph Reasoning for Recommendation

Nov 15, 2021

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12:31

Personalized Dynamic Knowledge-aware Recommendation with Hybrid Explanations

Nov 15, 2021

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14:18

VizGRank: A Context-Aware Visualization Recommendation Method Based on Inherent ...

Nov 15, 2021

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10:40

Learning Disentangled User Representation Based on Controllable VAE for Recommen...

Nov 15, 2021

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14:15

Topological Interpretable Multi-Scale Sequential Recommendation

Nov 15, 2021

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12:03

Tell me Where to Go Next: Improving POI Recommendation via Conversation

Nov 15, 2021

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14:49

Gated Sequential Recommendation System with Social and Textual Information under...

Nov 15, 2021

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10:54

Semi-Supervised Factorization Machines for Review-Aware Recommendation

Nov 15, 2021

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3 views

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07:45

Combining Meta-path Instances into Graphs for Recommendation

Nov 15, 2021

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5 views

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13:02

Knowledge-aware Hypergraph Neural Network for Recommender Systems

Nov 15, 2021

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13:20

SSRGAN: A Generative Adversarial Network for Streaming Sequential Recommendation

Nov 15, 2021

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12:36

Graph Attention Collaborative Similarity Embedding for Recommender System

Nov 15, 2021

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08:18

LGCCF: A Linear Graph Convolutional Collaborative Filtering with Social Influenc...

Nov 15, 2021

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11:33

SRecGAN: Pairwise Adversarial Training for Sequential Recommendation

Nov 15, 2021

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4 views

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12:54

DiCGAN: A Dilated Convolutional Generative Adversarial Network for Recommender S...

Nov 15, 2021

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13:12

Deep User Representation Construction Model for Collaborative Filtering

Nov 15, 2021

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12:48

DCAN: Deep Co-Attention Network by Modeling User Preference and News Lifecycle f...

Nov 15, 2021

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12:24

MISS: A Multi-user Identification Network for Shared-account Session-aware Recom...

Nov 15, 2021

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1 views

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10:01

Considering Interaction Sequence of Historical Items for Conversational Recommen...

Nov 15, 2021

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14:27

GCAN: A Group-wise Collaborative Adversarial Networks for Item Recommendation

Nov 15, 2021

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08:15

Sirius: Sequential Recommendation with Feature Augmented Graph Neural Networks

Nov 15, 2021

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13:43

ImputeRNN: Imputing Missing Values in Electronic Medical Records

Nov 15, 2021

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11:22

Redesigning the Sorting Engine for Persistent Memory

Nov 15, 2021

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3 views

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11:43

URIM: Utility-Oriented Role-Centric Incentive Mechanism Design for Blockchain-ba...

Nov 15, 2021

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11:32

BPTree: An Optimized Index with Batch Persistence on Optane DC PM

Nov 15, 2021

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14:24

PAS: Enable Partial Consensus in the Blockchain

Nov 15, 2021

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09:44

Susceptible Temporal Patterns Discovery for Electronic Health Records via Advers...

Nov 15, 2021

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15:23

An improved dummy generation approach for enhancing user location privacy

Nov 15, 2021

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3 views

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14:31

Inheritance-guided Hierarchical Assignment for Clinical Automatic Diagnosis

Nov 15, 2021

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3 views

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13:02

PEEP: A Parallel Execution Engine for Permissioned Blockchain Systems

Nov 15, 2021

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18 views

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14:52

A decision support system for heart failure risk prediction based on weighted na...

Nov 15, 2021

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4 views

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18:06

Beyond Matching: Modeling Two-Sided Multi-Behavioral Sequences For Dynamic Perso...

Nov 15, 2021

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5 views

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15:02

A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction w...

Nov 15, 2021

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15:40

Efficient Mining of Outlying Sequential Behavior Patterns

Nov 15, 2021

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5 views

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11:33

Discovering Collective Converging Groups of Large Scale Moving Objects in Road N...

Nov 15, 2021

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13:28

Clustering Mixed-Type Data With Correlation-Preserving Embedding

Nov 15, 2021

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4 views

Private
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14:10

AE-UPCP: Seeking Potential Membership Users by Audience Expansion Combining User...

Nov 15, 2021

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13:45

Consistency- and Inconsistency-aware Multi-view Subspace Clustering

Nov 15, 2021

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13:57

Self Separation and Misseparation Impact Minimization for Open-Set Domain Adapta...

Nov 15, 2021

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4 views

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07:53

BIRL: Bidirectional-Interaction Reinforcement Learning Framework for Joint Relat...

Nov 15, 2021

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0 views

Private
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16:19

Attention-based Multimodal Entity Linking with High-Quality Images

Nov 15, 2021

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0 views

Private
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09:38

DFILAN: Domain-based Feature Interactions Learning via Attention Networks for CT...

Nov 15, 2021

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Private
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13:13

Entity Resolution with Hybrid Attention-based Networks

Nov 15, 2021

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14:11

Relation-aware Alignment Attention Network for Multi-view Multi-label Learning

Nov 15, 2021

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4 views

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13:37

Cross-domain error minimization for unsupervised domain adaptation

Nov 15, 2021

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4 views

Private
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14:41

Double Ensemble Soft Transfer Network for Unsupervised Domain adaptation

Nov 15, 2021

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11:31

Learning to Label with Active Learning and Reinforcement Learning

Nov 15, 2021

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3 views

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14:04

Unsupervised domain adaptation with unified joint distribution alignment

Nov 15, 2021

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4 views

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14:19

Partial Modal Conditioned GANs for Multi-modal Multi-label Learning with Arbitra...

Nov 15, 2021

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5 views

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09:44

Drug-Drug Interaction Extraction via Attentive Capsule Network with an Improved ...

Nov 15, 2021

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0 views

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14:17

ZH-NER: Chinese Named Entity Recognition with Adversarial Multi-Task Learning an...

Nov 15, 2021

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5 views

Private
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13:21

Poetic Expression Through Scenery: Automatic Chinese Classical Poetry Generation...

Nov 15, 2021

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0 views

Private
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10:39

Quantum-Inspired Keyword Search on Multi-Model Databases

Nov 15, 2021

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09:01

Span-based Nested Named Entity Recognition with Pretrained Language Model

Nov 15, 2021

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Private
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12:20

Multi-job merging framework and scheduling optimization for Apache Flink

Nov 15, 2021

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Private
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14:50

Towards Generating Hi Fi Databases

Nov 15, 2021

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Private
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11:55

UniTest: A Univeral Testing Framework for Database Management Systems

Nov 15, 2021

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11:12

Secure and Efficient Certificateless Provable Data Possession for Cloud-Based Da...

Nov 15, 2021

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12:07

vRaft: Accelerating the Distributed Consensus under Virtualized Environments

Nov 15, 2021

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Private
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15:03

Modelling Entity Integrity for Semi-structured Big Data

Nov 15, 2021

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06:45

Dirty-Data Impacts on Regression: an Experimental Evaluation

Nov 15, 2021

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4 views

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09:55

CIC-FL: Enabling Class Imbalance-aware Clustered Federated Learning over Shifted...

Nov 15, 2021

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9 views

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15:51

Learning the Implicit Semantic Representation on Graph-Structured Data

Nov 15, 2021

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5 views

Private
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14:38

SCHC: Incorporating Social Contagion and Hashtag Consistency for Topic-oriented ...

Nov 15, 2021

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Private
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13:27

Personality Traits Prediction Based on Sparse Digital Footprints via Discriminat...

Nov 15, 2021

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0 views

Private
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11:10

A Reinforcement Learning Model for Influence Maximization in Social Networks

Nov 15, 2021

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0 views

Private
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14:09

A multilevel inference mechanism for user attributes over social networks

Nov 15, 2021

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Private
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11:47

Image-Enhanced Multi-Modal Representation for Local Topic Detection from Social ...

Nov 15, 2021

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Private
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08:33

ARCA: A Tool for Area Calculation based on GPS Data

Nov 15, 2021

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Private
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10:17

IntRoute: An Integer Programming based Approach for Best Bus Route Discovery

Nov 15, 2021

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Private
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11:38

FedTopK:Top-K Queries Optimization over Federated RDF System

Nov 15, 2021

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Private
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13:58

SQL-Middleware: Enabling the Blockchain with SQL

Nov 15, 2021

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08:02

NRCP-Miner: Towards the Discovery of Non-Redundant Co-location Patterns

Nov 15, 2021

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4 views

Private
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11:08

Shopping around: CoSurvey helps you make a wise choice

Nov 15, 2021

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0 views

Private
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06:27

Loupe: A Visualization Tool for High-level Execution Plans in SystemDS

Nov 15, 2021

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Private
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07:01

LSTM Based Sentiment Analysis for Cryptocurrency Prediction

Nov 15, 2021

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1 views

INDUSTRY SESSION

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08:33

Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering

Nov 15, 2021

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06:15

Graph Attention Networks for New Product Sales Forecasting in E-Commerce

Nov 15, 2021

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0 views

Private
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14:31

LinkLouvain: Link-Aware A/B Testing and Its Application on Online Marketing Camp...

Nov 15, 2021

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07:02

An Enhanced Convolutional Inference Model with Distillation for Retrieval-based ...

Nov 15, 2021

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5 views

Private
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13:59

Generating Personalized Titles Incorporating Advertisement Profile (Industrial T...

Nov 15, 2021

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0 views

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11:53

Parasitic Network: Zero-Shot Relation Extraction for Knowledge Graph Populating ...

Nov 15, 2021

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4 views

Private
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14:45

Transportation Recommendation with Fairness Consideration

Nov 15, 2021

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0 views

Private
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08:38

Constraint-Adaptive Rule Mining in Large Databases

Nov 15, 2021

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0 views

PHD CONSORTIUM

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10:30

User Preference Translation Model for Next Top-k Items Recommendation with Socia...

Nov 15, 2021

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0 views

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13:58

Algorithm Fairness through Data Inclusion, Participation, and Reciprocity

Nov 15, 2021

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Private
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13:25

Abstract Model for Multi-Model Data

Nov 15, 2021

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Private
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18:03

Performance Issues in Scheduling of Real-Time Transactions

Nov 15, 2021

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13:32

Semantic Integration of Heterogeneous and Complex Spreadsheet Tables

Nov 15, 2021

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3 views

Tutorials

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02:17:04

Multi-Model Data, Query Languages and Processing Paradigms

Nov 15, 2021

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4 views

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02:06:29

AI Governance: Advanced Urban Computing on Dynamics Prediction and Route Plannin...

Nov 15, 2021

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8 views

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02:03:44

Discovering Communities over Large Graphs: Algorithms, Applications, and Opportu...

Nov 15, 2021

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11 views

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01:33:42

Lightweight Deep Learning with Model Compression

Nov 15, 2021

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4 views

Workshops

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15:00

A Novel Road Segment Representation Method for Travel Time Estimation

Nov 15, 2021

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6 views

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18:07

DBL: Efficient Reachability Queries on dynamic Graphs

Nov 15, 2021

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0 views

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14:37

NREngine: A Graph-Based Query Engine For Network Reachability

Nov 15, 2021

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5 views

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12:57

Deep Attributed Network Embedding Based on the PPMI

Nov 15, 2021

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5 views

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14:26

MLSH: Mixed Hash Function Family for Approximate Nearest Neighbor Search in Mult...

Nov 15, 2021

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3 views

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08:55

Continuous Keystroke Dynamics-Based User Authentication Using Modified Hausdorff...

Nov 15, 2021

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2 views

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14:05

Approximate Nearest Neighbor Search Using Query-Directed Dense Graph

Nov 15, 2021

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4 views

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14:29

ROPW: An online trajestory compression algorithm

Nov 15, 2021

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4 views

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13:21

HTF: An Effective Algorithm for Time Series to Recover Missing Blocks

Nov 15, 2021

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4 views

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12:54

Combining Oversampling with Recurrent Neural Networks for Intrusion Detection

Nov 15, 2021

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2 views

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14:21

Towards Expectation-Maximization by SQL in RDBMS

Nov 15, 2021

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6 views

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14:34

An Attention-based Approach to Rule Learning in Large Knowledge Graphs

Nov 15, 2021

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5 views

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15:03

ESTI: Efficient k-hop Reachability Quering over Large General Directed Graphs

Nov 15, 2021

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2 views

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12:32

Discovering Spatial Co-location Patterns with Dominant Influencing Features in A...

Nov 15, 2021

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3 views

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11:25

Deep Learning-Based Dynamic Community Discovery

Nov 15, 2021

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4 views

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An Improved CNNLSTM Algorithm for Automatic Detection of Arrhythmia Based on Ele...

Nov 15, 2021

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1 views

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15:00

A Tablet-based Game Tool for Cognition Training of Seniors with Mild Cognitive I...

Nov 15, 2021

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4 views

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12:55

Multi-head Attention with Hint Mechanisms for Joint Extraction of Entity and Rel...

Nov 15, 2021

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6 views

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10:27

Maximum (L, K)-Lasting Cores in Temporal Social Networks

Nov 15, 2021

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2 views

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16:01

Activity Organization Queries for Location-Aware Heterogeneous Information Netwo...

Nov 15, 2021

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3 views

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10:59

ASQT: An Efficient Index for Queries on Compressed Trajectories

Nov 15, 2021

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4 views

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07:15

Cross-Domain Text Classification Based on BERT Model

Nov 15, 2021

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3 views

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14:59

Modeling and Querying Similar Trajectory in Inconsistent Spatial Data

Nov 15, 2021

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2 views

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03:04

An Embedding-based Approach to Repairing Question Semantics

Nov 15, 2021

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4 views

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13:12

Ad Click-Through Rate Prediction: A Survey

Nov 15, 2021

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6 views

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12:13

Privacy Protection for Medical Image Management based on Blockchain

Nov 15, 2021

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8 views

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12:27

BU-Trace: A Permissionless Mobile System forPrivacy-Preserving Intelligent Conta...

Nov 15, 2021

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3 views

Private
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11:31

Accurate Cardinality Estimation of Co-occurring Words Using Suffix Trees

Nov 15, 2021

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0 views

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10:45

Multi-scale Gated Inpainting Network with Patch-Wise Spacial Attention

Nov 15, 2021

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2 views

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04:21

Surface Defect Detection Method of Hot Rolling Strip Based on Improved SSD Model

Nov 15, 2021

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3 views

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14:15

AntiPhiMBS-Auth: A New Anti-Phishing Model to Mitigate Phishing Attacks in Mobil...

Nov 15, 2021

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7 views

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13:43

LAA: Inductive Community Detection Algorithm based on Label Aggregation

Nov 15, 2021

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3 views

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09:36

Hop-constrained Subgraph Query and Summarization on Large Graphs

Nov 15, 2021

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3 views