User profiles for Kevin Chang

Kevin Chen-Chuan Chang

University of Illinois at Urbana-Champaign
Verified email at illinois.edu
Cited by 18173

A comprehensive survey of graph embedding: Problems, techniques, and applications

H Cai, VW Zheng, KCC Chang - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Graph is an important data representation which appears in a wide diversity of real-world
scenarios. Effective graph analytics provides users a deeper understanding of what is behind …

Nitrogen-vacancy centers in diamond: nanoscale sensors for physics and biology

R Schirhagl, K Chang, M Loretz… - Annual review of …, 2014 - annualreviews.org
Crystal defects in diamond have emerged as unique objects for a variety of applications,
both because they are very stable and because they have interesting optical properties. …

Geom-gcn: Geometric graph convolutional networks

H Pei, B Wei, KCC Chang, Y Lei, B Yang - arXiv preprint arXiv:2002.05287, 2020 - arxiv.org
Message-passing neural networks (MPNNs) have been successfully applied to representation
learning on graphs in a variety of real-world applications. However, two fundamental …

Towards reasoning in large language models: A survey

J Huang, KCC Chang - arXiv preprint arXiv:2212.10403, 2022 - arxiv.org
Reasoning is a fundamental aspect of human intelligence that plays a crucial role in activities
such as problem solving, decision making, and critical thinking. In recent years, large …

Nanoparticle delivery of Cas9 ribonucleoprotein and donor DNA in vivo induces homology-directed DNA repair

…, HJ Kim, MA Dewitt, VA Mackley, K Chang… - Nature biomedical …, 2017 - nature.com
Clustered regularly interspaced short palindromic repeats (CRISPR)–CRISPR associated
protein 9 (Cas9)-based therapeutics, especially those that can correct gene mutations via …

Tedas: A twitter-based event detection and analysis system

…, KH Lei, R Khadiwala, KCC Chang - 2012 IEEE 28Th …, 2012 - ieeexplore.ieee.org
Witnessing the emergence of Twitter, we propose a Twitter-based Event Detection and
Analysis System (TEDAS), which helps to (1) detect new events, to (2) analyze the spatial and …

Top-k query processing in uncertain databases

MA Soliman, IF Ilyas, KCC Chang - 2007 IEEE 23rd …, 2006 - ieeexplore.ieee.org
Top-k processing in uncertain databases is semantically and computationally different from
traditional top-k processing. The interplay between score and uncertainty makes traditional …

[HTML][HTML] Impact of COVID-19 pandemic on mobility in ten countries and associated perceived risk for all transport modes

…, C Hui, I Hoff, DA Lessa, G Sikka, K Chang… - PloS one, 2021 - journals.plos.org
The restrictive measures implemented in response to the COVID-19 pandemic have triggered
sudden massive changes to travel behaviors of people all around the world. This study …

Structured databases on the web: Observations and implications

KCC Chang, B He, C Li, M Patel, Z Zhang - Acm Sigmod Record, 2004 - dl.acm.org
The Web has been rapidly "deepened" by the prevalence of databases online. With the
potentially unlimited information hidden behind their query interfaces, this "deep Web" of …

[PDF][PDF] Accessing the deep web

B He, M Patel, Z Zhang, KCC Chang - Communications of the ACM, 2007 - dl.acm.org
… By BIN HE, MITESH PATEL, ZHEN ZHANG, and KEVIN CHEN-CHUAN CHANG … Chen-Chuan
Chang, K., He, B., and Zhang, Z. Toward large scale integration: Building a metaquerier …