36 citations · 90 across the 18 of their papers we have counts for
18 papers
Demonstration of LogicLib: An Expressive Multi-Language Interface over Scalable Datalog System
Mingda Li, Jin Wang, Guorui Xiao +2
With the ever-increasing volume of data, there is an urgent need to provide expressive and efficient tools to support Big Data analytics. The declarative logical language Datalog h…
Bio-JOIE: Joint Representation Learning of Biological Knowledge Bases
Junheng Hao, Chelsea Ju, Muhao Chen +3
The widespread of Coronavirus has led to a worldwide pandemic with a high mortality rate. Currently, the knowledge accumulated from different studies about this virus is very limit…
Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer
Xuelu Chen, Muhao Chen, Changjun Fan +3
Predicting missing facts in a knowledge graph (KG) is a crucial task in knowledge base construction and reasoning, and it has been the subject of much research in recent works usin…
Monotonic Properties of Completed Aggregates in Recursive Queries
Carlo Zaniolo, Ariyam Das, Jiaqi Gu +3
The use of aggregates in recursion enables efficient and scalable support for a wide range of BigData algorithms, including those used in graph applications, KDD applications, and…
BigData Applications from Graph Analytics to Machine Learning by Aggregates in Recursion
Ariyam Das, Youfu Li, Jin Wang +2
In the past, the semantic issues raised by the non-monotonic nature of aggregates often prevented their use in the recursive statements of logic programs and deductive databases. H…
A Case for Stale Synchronous Distributed Model for Declarative Recursive Computation
Ariyam Das, Carlo Zaniolo
A large class of traditional graph and data mining algorithms can be concisely expressed in Datalog, and other Logic-based languages, once aggregates are allowed in recursion. In f…