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05/30/2022
Demonstration of LogicLib: An Expressive Multi-Language Interface over Scalable Datalog System
With the ever-increasing volume of data, there is an urgent need to prov...
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03/07/2021
Bio-JOIE: Joint Representation Learning of Biological Knowledge Bases
The widespread of Coronavirus has led to a worldwide pandemic with a hig...
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10/07/2020
Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer
Predicting missing facts in a knowledge graph (KG) is a crucial task in ...
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10/20/2019
Monotonic Properties of Completed Aggregates in Recursive Queries
The use of aggregates in recursion enables efficient and scalable suppor...
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09/18/2019
BigData Applications from Graph Analytics to Machine Learning by Aggregates in Recursion
In the past, the semantic issues raised by the non-monotonic nature of a...
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07/24/2019
A Case for Stale Synchronous Distributed Model for Declarative Recursive Computation
A large class of traditional graph and data mining algorithms can be con...
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12/04/2018
Quantification and Analysis of Scientific Language Variation Across Research Fields
Quantifying differences in terminologies from various academic domains h...
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11/26/2018
Embedding Uncertain Knowledge Graphs
Embedding models for deterministic Knowledge Graphs (KG) have been exten...
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09/07/2018
On2Vec: Embedding-based Relation Prediction for Ontology Population
Populating ontology graphs represents a long-standing problem for the Se...
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08/10/2018
Learning to Represent Bilingual Dictionaries
Bilingual word embeddings have been widely used to capture the similarit...
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07/31/2018
Neural Article Pair Modeling for Wikipedia Sub-article Matching
Nowadays, editors tend to separate different subtopics of a long Wiki-pe...
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07/09/2018
Scaling-Up Reasoning and Advanced Analytics on BigData
BigDatalog is an extension of Datalog that achieves performance and scal...
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06/18/2018
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment
Multilingual knowledge graph (KG) embeddings provide latent semantic rep...
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06/04/2018
How Much Are You Willing to Share? A "Poker-Styled" Selective Privacy Preserving Framework for Recommender Systems
Most industrial recommender systems rely on the popular collaborative fi...
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07/18/2017
Fixpoint Semantics and Optimization of Recursive Datalog Programs with Aggregates
A very desirable Datalog extension investigated by many researchers in t...
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11/12/2016