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52 | 52 | </head>
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53 | 53 |
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54 | 54 |
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358 | 358 | <article class="bd-article">
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359 | 359 |
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360 | 360 | <section id="icml-challenge-2024">
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361 |
| -<h1>ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain<a class="headerlink" href="#icml-challenge-2024" title="Link to this heading">#</a></h1> |
| 361 | +<h1>CML Topological Deep Learning Challenge 2024: Beyond the Graph Domain<a class="headerlink" href="#icml-challenge-2024" title="Link to this heading">#</a></h1> |
362 | 362 | <p>Welcome to the Topological Deep Learning Challenge 2024: <em>Beyond
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363 |
| -the Graph Domain</em>, jointly organized by <a class="reference external" href="https://www.tagds.com">TAG-DS</a> |
364 |
| -& PyT-Team and hosted by the <a class="reference external" href="https://gram-workshop.github.io">Geometry-grounded Representation |
| 363 | +the Graph Domain</em>, jointly organized by <a class="reference external" href="https://www.tagds.com">TAG-DS</a> |
| 364 | +& PyT-Team and hosted by the <a class="reference external" href="https://gram-workshop.github.io">Geometry-grounded Representation |
365 | 365 | Learning and Generative Modeling (GRaM) Workshop</a> at ICML 2024.</p>
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366 | 366 | <div class="admonition seealso">
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367 | 367 | <p class="admonition-title">See also</p>
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368 |
| -<p>Challenge repository: <a class="github reference external" href="https://github.com/pyt-team/challenge-icml-2024">pyt-team/challenge-icml-2024</a>.</p> |
| 368 | +<p>Link to the challenge repository: <a class="github reference external" href="https://github.com/pyt-team/challenge-icml-2024">pyt-team/challenge-icml-2024</a>.</p> |
369 | 369 | </div>
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370 |
| -<p><em>Organizers, reviewers, and contributors:</em> Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna, |
371 |
| -Mathilde Papillon, Miquel Ferriol-Galmés, Federica Baccini, Nina Miolane, Mustafa Hajij, Theodore Papamarkou, |
372 |
| -Ghada Alzamzmi, Tim Doster, Tegan Emerson, Henry Kvinge, Bastian Rieck.</p> |
| 370 | +<p><em>Organizers, reviewers, and contributors:</em> Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna, Federica Baccini, |
| 371 | +Nina Miolane, Mathilde Papillon, Miquel Ferriol-Galmés, Mustafa Hajij, Theodore Papamarkou, Johan Mathe, Audun Myers, |
| 372 | +Scott Mahan, Olga Zaghen, Maria Sofia Bucarelli, Sharvaree Vadgama, Erik Bekkers, Tim Doster, Tegan Emerson, |
| 373 | +Henry Kvinge.</p> |
| 374 | +</section> |
| 375 | +<section id="winners"> |
| 376 | +<h1>WINNERS<a class="headerlink" href="#winners" title="Link to this heading">#</a></h1> |
| 377 | +<section id="st-category"> |
| 378 | +<h2>🏆 1st CATEGORY<a class="headerlink" href="#st-category" title="Link to this heading">#</a></h2> |
| 379 | +<p>🥇 1st-place, <strong>PR 63: Random Latent Clique Lifting</strong> (Graph to Simplicial); by Mauricio Tec, Claudio Battiloro, George Dasoulas</p> |
| 380 | +<p>🥈 2nd-place, <strong>PR 58: Hypergraph Heat Kernel Lifting</strong> (Hypergraph to Simplicial); by Matt Piekenbrock</p> |
| 381 | +<p>🥉 3rd-place, <strong>PR 11: DnD Lifting</strong> (Graph to Simplicial); by Jonas Verhellen</p> |
| 382 | +</section> |
| 383 | +<section id="nd-category"> |
| 384 | +<h2>🏆 2nd CATEGORY<a class="headerlink" href="#nd-category" title="Link to this heading">#</a></h2> |
| 385 | +<p>🥇 1st-place, <strong>PR 57: Simplicial Paths Lifting</strong> (Graph to Combinatorial); by Manuel Lecha, Andrea Cavallo, Claudio Battiloro</p> |
| 386 | +<p>🥈 2nd-place, <strong>PR 32: Matroid Lifting</strong> (Graph to Combinatorial); by Giordan Escalona</p> |
| 387 | +<p>🥉 3rd-place, <strong>PR 33: Forman-Ricci Curvature Coarse Geometry Lifting</strong> (Graph to Hypergraph); by Michael Banf, Dominik Filipiak, Max Schattauer, Liliya Imasheva</p> |
| 388 | +</section> |
| 389 | +<section id="rd-category"> |
| 390 | +<h2>🏆 3rd CATEGORY<a class="headerlink" href="#rd-category" title="Link to this heading">#</a></h2> |
| 391 | +<p>🥇 1st-place, <strong>PR 53: PointNet++ Lifting</strong> (Pointcloud to Hypergraph); by Julian Suk, Patryk Rygiel</p> |
| 392 | +<p>🥈 2nd-place, <strong>PR 30: Kernel Lifting</strong> (Graph to Hypergraph); by Alexander Nikitin</p> |
| 393 | +<p>🥉 3rd-place, <strong>PR 45: Mixture of Gaussians + MST Lifting</strong> (Pointcloud to Hypergraph); by Sebastian Mežnar, Boshko Koloski, Blaž Škrlj</p> |
| 394 | +</section> |
| 395 | +<section id="th-category"> |
| 396 | +<h2>🏆 4th CATEGORY<a class="headerlink" href="#th-category" title="Link to this heading">#</a></h2> |
| 397 | +<p>🥇 1st-place, <strong>PR 32: Matroid Lifting</strong> (Graph to Combinatorial); by Giordan Escalona</p> |
| 398 | +<p>🥈 2nd-place, <strong>PR 33: Forman-Ricci Curvature Coarse Geometry Lifting</strong> (Graph to Hypergraph); by Michael Banf, Dominik Filipiak, Max Schattauer, Liliya Imasheva</p> |
| 399 | +<p>🥉 3rd-place, <strong>PR 58: Hypergraph Heat Kernel Lifting</strong> (Hypergraph to Simplicial); by Matt Piekenbrock</p> |
| 400 | +</section> |
| 401 | +<section id="honorable-mentions"> |
| 402 | +<h2>🏆HONORABLE MENTIONS<a class="headerlink" href="#honorable-mentions" title="Link to this heading">#</a></h2> |
| 403 | +<ul class="simple"> |
| 404 | +<li><p>⭐ <strong>Great Contributors</strong> ⭐</p> |
| 405 | +<ul> |
| 406 | +<li><p><strong>Martin Carrasco</strong> (PRs 28, 29, 41, 50)</p></li> |
| 407 | +<li><p><strong>Bertran Miquel-Oliver, Manel Gil-Sorribes, Alexis Molina, Victor Guallar</strong> (PRs 14, 16, 21, 37, 42)</p></li> |
| 408 | +<li><p><strong>Theodore Long</strong> (PRs 22, 35, 65)</p></li> |
| 409 | +<li><p><strong>Jonas Verhellen</strong> (PRs 5, 7, 8, 10, 11)</p></li> |
| 410 | +<li><p><strong>Pavel Snopov</strong> (PRs 6, 9, 18, 20)</p></li> |
| 411 | +<li><p><strong>Julian Suk, Patryk Rygiel</strong> (PRs 23, 34, 53)</p></li> |
| 412 | +</ul> |
| 413 | +</li> |
| 414 | +<li><p>🎖️ <strong>Highlighted Submissions</strong> 🎖️</p> |
| 415 | +<ul> |
| 416 | +<li><p><strong>PR 49: Modularity Maximization Lifting</strong> (Graph to Hypergraph); by Valentina Sánchez</p></li> |
| 417 | +<li><p><strong>PR 47: Universal Strict Lifting</strong> (Hypergraph to Combinatorial); by Álvaro Martinez</p></li> |
| 418 | +<li><p><strong>PR 48: Mapper Lifting</strong> (Graph to Hypergraph); by Halley Fritze, Marissa Masden</p></li> |
| 419 | +</ul> |
| 420 | +</li> |
| 421 | +</ul> |
| 422 | +</section> |
373 | 423 | </section>
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374 | 424 | <section id="motivation">
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375 | 425 | <h1>Motivation<a class="headerlink" href="#motivation" title="Link to this heading">#</a></h1>
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@@ -833,6 +883,14 @@ <h1>Questions<a class="headerlink" href="#questions" title="Link to this heading
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833 | 883 | <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
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834 | 884 | <ul class="visible nav section-nav flex-column">
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835 | 885 | <li class="toc-h1 nav-item toc-entry"><a class="reference internal nav-link" href="#">ICML Challenge 2024</a></li>
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| 886 | +<li class="toc-h1 nav-item toc-entry"><a class="reference internal nav-link" href="#winners">WINNERS</a><ul class="visible nav section-nav flex-column"> |
| 887 | +<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#st-category">🏆 1st CATEGORY</a></li> |
| 888 | +<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#nd-category">🏆 2nd CATEGORY</a></li> |
| 889 | +<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#rd-category">🏆 3rd CATEGORY</a></li> |
| 890 | +<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#th-category">🏆 4th CATEGORY</a></li> |
| 891 | +<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#honorable-mentions">🏆HONORABLE MENTIONS</a></li> |
| 892 | +</ul> |
| 893 | +</li> |
836 | 894 | <li class="toc-h1 nav-item toc-entry"><a class="reference internal nav-link" href="#motivation">Motivation</a></li>
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837 | 895 | <li class="toc-h1 nav-item toc-entry"><a class="reference internal nav-link" href="#description-of-the-challenge">Description of the Challenge</a></li>
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838 | 896 | <li class="toc-h1 nav-item toc-entry"><a class="reference internal nav-link" href="#reward-outcomes-1">Reward Outcomes </a></li>
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