Search Results - "Dong, Luna Xin"

Mining Summaries for Knowledge Graph Search by Song, Qi, Wu, Yinghui, Lin, Peng, Dong, Luna Xin, Sun, Hui

“…Querying heterogeneous and large-scale knowledge graphs is expensive. This paper studies a graph summarization framework to facilitate knowledge graph search…”
Get full text

Editorial: Special Issue for Selected Papers of VLDB 2021 by Naumann, Felix, Dong, Xin Luna

Get full text

Scaling up copy detection by Xian Li, Xin Luna Dong, Lyons, Kenneth B., Weiyi Meng, Srivastava, Divesh

“…Recent research shows that copying is prevalent for Deep-Web data and considering copying can significantly improve truth finding from conflicting values…”
Get full text

Detecting Clones, Copying and Reuse on the Web by Xin Luna Dong, Srivastava, D.

“…The Web has enabled the availability of a vast amount of useful information in recent years. However, the web technologies that have enabled sources to share…”
Get full text

Linking temporal records by LI, Pei, DONG, Xin Luna, MAURINO, Andrea, SRIVASTAVA, Divesh

“…Many data sets contain temporal records which span a long period of time; each record is associated with a time stamp and describes some aspects of a…”
Get full text

OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision by Zhang, Xinyang, Zhang, Chenwei, Li, Xian, Dong, Xin Luna, Shang, Jingbo, Faloutsos, Christos, Han, Jiawei

“…Automatic extraction of product attributes from their textual descriptions is essential for online shopper experience. One inherent challenge of this task is…”
Get full text

TCN: Table Convolutional Network for Web Table Interpretation by Wang, Daheng, Shiralkar, Prashant, Lockard, Colin, Huang, Binxuan, Dong, Xin Luna, Jiang, Meng

“…Information extraction from semi-structured webpages provides valuable long-tailed facts for augmenting knowledge graph. Relational Web tables are a critical…”
Get full text

Building a Broad Knowledge Graph for Products by Dong, Xin Luna

Get full text

PAM: Understanding Product Images in Cross Product Category Attribute Extraction by Lin, Rongmei, He, Xiang, Feng, Jie, Zalmout, Nasser, Liang, Yan, Xiong, Li, Dong, Xin Luna

“…Understanding product attributes plays an important role in improving online shopping experience for customers and serves as an integral part for constructing…”
Get full text

MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals by Park, Namyong, Kan, Andrey, Dong, Xin Luna, Zhao, Tong, Faloutsos, Christos

“…Given multiple input signals, how can we infer node importance in a knowledge graph (KG)? Node importance estimation is a crucial and challenging task that can…”
Get full text

Big data integration by Dong, X. L., Srivastava, D.

“…The Big Data era is upon us: data is being generated, collected and analyzed at an unprecedented scale, and data-driven decision making is sweeping through all…”
Get full text

Octet: Online Catalog Taxonomy Enrichment with Self-Supervision by Mao, Yuning, Zhao, Tong, Kan, Andrey, Zhang, Chenwei, Dong, Xin Luna, Faloutsos, Christos, Han, Jiawei

“…Taxonomies have found wide applications in various domains, especially online for item categorization, browsing, and search. Despite the prevalent use of…”
Get full text

Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks by Park, Namyong, Kan, Andrey, Dong, Xin Luna, Zhao, Tong, Faloutsos, Christos

“…How can we estimate the importance of nodes in a knowledge graph (KG)? A KG is a multi-relational graph that has proven valuable for many tasks including…”
Get full text

Data integration with uncertainty by Dong, Xin Luna, Halevy, Alon, Yu, Cong

“…This paper reports our first set of results on managing uncertainty in data integration. We posit that data-integration systems need to handle uncertainty at…”
Get full text

AutoBlock: A Hands-off Blocking Framework for Entity Matching by Zhang, Wei, Wei, Hao, Sisman, Bunyamin, Dong, Xin Luna, Faloutsos, Christos, Page, David

“…Entity matching seeks to identify data records over one or multiple data sources that refer to the same real-world entity. Virtually every entity matching task…”
Get full text

OpenTag: Open Attribute Value Extraction from Product Profiles [Deep Learning, Active Learning, Named Entity Recognition] by Zheng, Guineng, Mukherjee, Subhabrata, Dong, Xin Luna, Li, Feifei

“…Extraction of missing attribute values is to find values describing an attribute of interest from a free text input. Most past related work on extraction of…”
Get full text

AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types by Dong, Xin Luna, He, Xiang, Kan, Andrey, Li, Xian, Liang, Yan, Ma, Jun, Xu, Yifan Ethan, Zhang, Chenwei, Zhao, Tong, Saldana, Gabriel Blanco, Deshpande, Saurabh, Manduca, Alexandre Michetti, Ren, Jay, Singh, Surender Pal, Xiao, Fan, Chang, Haw-Shiuan, Karamanolakis, Giannis, Mao, Yuning, Wang, Yaqing, Faloutsos, Christos, McCallum, Andrew, Han, Jiawei

“…Can one build a knowledge graph (KG) for all products in the world? Knowledge graphs have firmly established themselves as valuable sources of information for…”
Get full text

TimeMachine: Timeline Generation for Knowledge-Base Entities by Althoff, Tim, Dong, Xin Luna, Murphy, Kevin, Alai, Safa, Dang, Van, Zhang, Wei

“…We present a method called TIMEMACHINE to generate a timeline of events and relations for entities in a knowledge base. For example for an actor, such a…”
Get full text

MIDAS: Finding the Right Web Sources to Fill Knowledge Gaps by Wang, Xiaolan, Dong, Xin Luna, Li, Yang, Meliou, Alexandra

“…Knowledge bases, massive collections of facts (RDF triples) on diverse topics, support vital modern applications. However, existing knowledge bases contain…”
Get full text

Generations of Knowledge Graphs: The Crazy Ideas and the Business Impact by Dong, Xin Luna

“…PVLDB 2023 Knowledge Graphs (KGs) have been used to support a wide range of applications, from web search to personal assistant. In this paper, we describe…”
Get full text