1. Dates
  2. Keynote Speakers
  3. Call for Papers
  4. Tentative Schedule
  5. Organizers and PC
  6. Previous Workshops

21st International Workshop on Mining and Learning with Graphs

9th or 13th September (2024), Vilnius, jointly with ECMLPKDD2024

Picture of Vilnius. Source: https://www.govilnius.lt/photos-of-vilnius?gallery=61714fc6e6288d4d14cb7b58&img=65a4f34bb0f1bcfb87ce7928

Tentative Dates

Keynote Speakers

Call for Papers

This workshop is a forum for exchanging ideas and methods for mining and learning with graphs, developing new common understandings of the problems at hand, sharing data sets where applicable, and leveraging existing knowledge from different disciplines. The goal is to bring together researchers from academia and industry to create a forum for discussing recent advances in graph analysis. In doing so, we aim to understand better the overarching principles and the limitations of current methods and to inspire research on new algorithms and techniques for mining and learning with graphs.

To reflect the broad scope of work on mining and learning with graphs, we encourage submissions that span the spectrum from theoretical analysis to algorithms and implementation to applications and empirical studies. We are interested in the full spectrum of graph data, including but not limited to attributed graphs, labeled graphs, knowledge graphs, evolving graphs, transactional graph databases, etc.

We therefore invite submissions on theoretical aspects, algorithms and methods, and applications of the following (non-exhaustive) list of areas:

We welcome many kinds of papers, such as, but not limited to:

Authors should clearly indicate in their abstracts the kinds of submissions that the papers belong to, to help reviewers better understand their contributions. All papers will be peer-reviewed (single-blind). Submissions must be in PDF, long papers no more than 12 pages long, short papers no more than 8 pages long, formatted according to the standard Springer LNCS style required for ECMLPKDD submissions. The accepted papers will be published on the workshop’s website and will not be considered archival for resubmission purposes. Authors whose papers are accepted to the workshop will have the opportunity to participate in a pitch and poster session, and the best four will also be chosen for oral presentation.

Dual Submission Policy We accept submissions that are currently under review at other venues. However, in this case, our page limits apply. Please also check the dual submission policy of the other venue.

AstraZeneca Healthcare & Bio Track

We are happy to announce the additional Healthcare and Chem/Bio applications track, which is genereously sponsored by AstraZeneca. Authors will have the options to flag if they want to be considered for this track. The graph learning / mining paper that has the most convincing healthcare / chem / bio application will receive an award.

Tentative Schedule

9.00h introduction
9.05h keynote 1
10.05h 1st and 2nd oral talk
10.30h coffee break
11.00h pitch/introductions talks
11.20h poster session (group A)
12.30h lunch break
13.50h 3rd and 4th oral talk
14.20h keynote 2
15.20h coffee break
15.50h keynote 3
16.55h pitch/introductions talks
17.15h poster session (group B)
18.15h conclusion and awards

Organizers

Program Committee

Previous Workshops

This page tries to be minimalistic in layout, bandwith, and used tools. It is hosted on github pages, using neat.css stylesheets, and bibtexparser to generate the lists of papers.