Jianguo Lu, University of Windsor

Research

deep learning Deep web estimation graph sampling hidden web online social network representation learning sampling

Latest papers

Can large language models understand molecules?
BMC bioinformatics · 2024
An Integrative Heterogeneous Graph Neural Network-Based Method for Multi-Labeled Drug Repurposing.
Frontiers in pharmacology · 2022
A network-based drug repurposing method via non-negative matrix factorization.
Bioinformatics (Oxford, England) · 2022

All 3 publications

Latest funding

Mining the Deep Web using Sampling and Deep Learning Techniques
NSERC · 2019 · Principal investigator
$168,000
Mining Online Social Networks and Hidden Web Data Sources by Sampling
NSERC · 2014 · Principal investigator
$160,000
Web service collection, searching and composition
NSERC · 2008 · Principal investigator
$75,000

All 4 grants and awards

3 publications.

01

Can large language models understand molecules?

Sadeghi S, Bui A, Forooghi A, Lu J, Ngom A

BMC bioinformatics2024

DOI: 10.1186/s12859-024-05847-x PMID: 38926641

02

An Integrative Heterogeneous Graph Neural Network-Based Method for Multi-Labeled Drug Repurposing.

Sadeghi S, Lu J, Ngom A

Frontiers in pharmacology2022

DOI: 10.3389/fphar.2022.908549 PMID: 35873597

03

A network-based drug repurposing method via non-negative matrix factorization.

Sadeghi S, Lu J, Ngom A

Bioinformatics (Oxford, England)2022

DOI: 10.1093/bioinformatics/btab826 PMID: 34875000

Mining the Deep Web using Sampling and Deep Learning Techniques

Principal investigatorNSERC2019Discovery Grants Program - Individual

Principal investigators: Lu, Jianguo

Keywords: deep web; sampling; graph sampling; text mining; representation learning; online social network; hidden web; deep learning; estimation; web service

$168,000

Mining Online Social Networks and Hidden Web Data Sources by Sampling

Principal investigatorNSERC2014Discovery Grants Program - Individual

Principal investigators: Lu, Jianguo

$160,000

Web service collection, searching and composition

Principal investigatorNSERC2008Discovery Grants Program - Individual

Principal investigators: Lu, Jianguo

$75,000

Web information system reengineering

Principal investigatorNSERC2003Discovery Grants Program - Individual

Principal investigators: Lu, Jianguo

$90,000

From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.

Frequent collaborators

Alioune Ngom

Computer Science, School of

3 shared papers, latest 2024

Write to this professor

A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.

Applying for

Paper to mentionMention their NSERC grant from 2019

Subject: Prospective PhD student: deep learning Dear Professor Lu, My name is [your name], and I am a [your current degree or role] at [your institution]. I am applying for a PhD position starting in [term and year]. I read your paper "Can large language models understand molecules?" (2024), and it connects closely to my own work on [your research topic]. [One or two sentences on what you did and what you learned.] I also saw your NSERC-funded project "Mining the Deep Web using Sampling and Deep Learning Techniques" (2019), and I would be glad to contribute to work in that direction. Are you accepting new PhD students for [term and year]? I have attached my CV and transcripts, and I would be glad to talk at a time that suits you. Thank you for your time. Kind regards, [your name]