TELYATNIKOV, LEV
TELYATNIKOV, LEV
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE, ELETTRONICA E TELECOMUNICAZIONI
Deep learning with structured data: topology inference and higher-order modeling
2025 Telyatnikov, Lev
EGG-GAE: scalable graph neural networks for tabular data imputation
2023 Telyatnikov, L.; Scardapane, S.
From latent graph to latent topology inference: differentiable cell complex module
2024 Battiloro, C.; Spinelli, I.; Telyatnikov, L.; Bronstein, M.; Scardapane, S.; Di Lorenzo, P.
Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design
2025 Telyatnikov, L.; Bucarelli, M. S.; Bernardez, G.; Zaghen, O.; Scardapane, S.; Lio, P.
ICML 2023 topological deep learning challenge. Design and results
2023 Papillon, Mathilde; Hajij, Mustafa; Frantzen, Florian; Hoppe, Josef; Jenne, Helen; Mathe, Johan; Myers, Audun; Papamarkou, Theodore; Schaub, Michael T.; Zamzmi, Ghada; Birdal, Tolga; Dey, Tamal; Doster, Timothy; Emerson, Tegan H.; Gopalakrishnan, Gurusankar; Govil, D.; Grande, Vincent P.; Guzm'an-S'aenz, Aldo; Kvinge, Henry; Livesay, Neal; Meisner, Jan; Mukherjee, Soham; Samaga, Shreyas N.; Natesan Ramamurthy, Karthikeyan; Reddy Karri, Maneel; Rosen, Paul; Sanborn, Sophia; Scholkemper, Michael; Walters, Robin; Agerberg, Jens; Bokman, Georg; Barikbin, Sadrodin; Battiloro, Claudio; Bazhenov, Gleb; Bern('a)rdez, Guillermo; Brent, Aiden; Escalera, Sergio; Fiorellino, Simone; Gavrilev, Dmitrii; Hassanin, Mohammed; Hausner, Paul; Hoff Gardaa, Odin; Khamis, Abdelwahed; Lecha, M; Magai, German; Malygina, Tatiana; Melnyk, Pavlo; Ballester, Rub('e)n; Varma Nadimpalli, Kalyan; Nikitin, Alexander; Rabinowitz, Abraham; Salatiello, Alessandro; Scardapane, Simone; Scofano, Luca; Singh, Suraj; Sjolund, Jens; Snopov, Paul; Spinelli, Indro; Telyatnikov, Lev; Testa, Lucia; Yang, Maosheng; Yue, Yixiao; Zaghen, Olga; Zia, Ali; Miolane, Nina
ICML topological deep learning challenge 2024. Beyond the graph domain
2024 Bernárdez, Guillermo; Telyatnikov, Lev; Montagna, Marco; Baccini, Federica; Papillon, Mathilde; Ferriol-Galmés, Miquel; Hajij, Mustafa; Papamarkou, Theodore; Bucarelli, Maria Sofia; Zaghen, Olga; Mathe, Johan; Myers, Audun; Mahan, Scott; Lillemark, Hansen; Vadgama, Sharvaree; Bekkers, Erik; Doster, Tim; Emerson, Tegan; Kvinge, Henry; Agate, Katrina; K Ahmed, Nesreen; Bai, Pengfei; Banf, Michael; Battiloro, Claudio; Beketov, Maxim; Bogdan, Paul; Carrasco, Martin; Cavallo, Andrea; Young Choi, Yun; Dasoulas, George; Elphick, Matouš; Escalona, Giordan; Filipiak, Dominik; Fritze, Halley; Gebhart, Thomas; Gil-Sorribes, Manel; Goomanee, Salvish; Guallar, Victor; Imasheva, Liliya; Irimia, Andrei; Jin, Hongwei; Johnson, Graham; Kanakaris, Nikos; Koloski, Boshko; Kovač, Veljko; Lecha, Manuel; Lee, Minho; Leroy, Pierrick; Long, Theodore; Magai, German; Martinez, Alvaro; Masden, Marissa; Mežnar, Sebastian; Miquel-Oliver, Bertran; Molina, Alexis; Nikitin, Alexander; Nurisso, Marco; Piekenbrock, Matt; Qin, Yu; Rygiel, Patryk; Salatiello, Alessandro; Schattauer, Max; Snopov, Pavel; Suk, Julian; Sánchez, Valentina; Tec, Mauricio; Vaccarino, Francesco; Verhellen, Jonas; Wantiez, Frederic; Weers, Alexander; Zajec, Patrik; Škrlj, Blaž; Miolane, Nina
Topological Deep Learning Challenge 2025: Expanding the Data Landscape
2025 Bernárdez, Guillermo; Telyatnikov, Lev; Papillon, Mathilde; Montagna, Marco; Theiler, Raffael; Cornelis, Louisa; Mathe, Johan; Ferriol, Miquel; Vasylenko, Pavlo; Van Looy, Jan-Willem; Testa, Lucia; Neri, Bruno; Genovese, Donatella; Weber, Melanie; Wei, Amaury; Devoto, Alessio; Weers, Alexander; Jankowski, Robert; Cino, Loris; Leko, David; Banf, Michael; Müller, Jonas; Grapentin, Thomas; Paik, Taejin; Dutta, Abhijeet; Walter, Hugo; Vaitses Fontanari, Thomas; Ghasemi, Ali; Loi, Dario; Sáez De Ocáriz Borde, Haitz; Aguilar-Argüello, Gabriela; Da Rosa, Giovanni B.; Saulus, Théo; Rubiel Dolores-Cuenca, Eric; Di Nino, Leonardo; Leroy, Pierrick; Pandolfo, Mario Edoardo; Cavallo, Andrea; Qin, Yu; Snopov, Pavel; Akbari, Amirreza; Meza-Chávez, Ixchel; Van Langendonck, Louis; Able, Jared; Yuffa Meshcheryakova, Maria; Tsay, Henry; Benic, Luka; Filipiak, Dominik; Liu, Patrick; Liang, Huidong; Jr., Alexsandro Santos Da Rosa ´; Cattai, Tiziana; Borges, Henrique M.; Grimaldi, Enrico; Lecha, Manuel; Battiloro, Claudio; Liu, Xuan-Chen; Deshpande, Raj; Johnson, Graham; Morgunov, Igor; Micheron, Hugo; Devaux, Rémi; Jardin, Antoine; Emerson, Tegan; Fink, Olga; Miolane., Nina
Topological Network Traffic Compression
2023 Bernardez, G.; Telyatnikov, L.; Alarcon, E.; Cabellos-Aparicio, A.; Barlet-Ros, P.; Lio, P.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Deep learning with structured data: topology inference and higher-order modeling | 2025 | Telyatnikov, Lev | |
| EGG-GAE: scalable graph neural networks for tabular data imputation | 2023 | Telyatnikov, L.; Scardapane, S. | |
| From latent graph to latent topology inference: differentiable cell complex module | 2024 | Battiloro, C.; Spinelli, I.; Telyatnikov, L.; Bronstein, M.; Scardapane, S.; Di Lorenzo, P. | |
| Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design | 2025 | Telyatnikov, L.; Bucarelli, M. S.; Bernardez, G.; Zaghen, O.; Scardapane, S.; Lio, P. | |
| ICML 2023 topological deep learning challenge. Design and results | 2023 | Papillon, Mathilde; Hajij, Mustafa; Frantzen, Florian; Hoppe, Josef; Jenne, Helen; Mathe, Johan; Myers, Audun; Papamarkou, Theodore; Schaub, Michael T.; Zamzmi, Ghada; Birdal, Tolga; Dey, Tamal; Doster, Timothy; Emerson, Tegan H.; Gopalakrishnan, Gurusankar; Govil, D.; Grande, Vincent P.; Guzm'an-S'aenz, Aldo; Kvinge, Henry; Livesay, Neal; Meisner, Jan; Mukherjee, Soham; Samaga, Shreyas N.; Natesan Ramamurthy, Karthikeyan; Reddy Karri, Maneel; Rosen, Paul; Sanborn, Sophia; Scholkemper, Michael; Walters, Robin; Agerberg, Jens; Bokman, Georg; Barikbin, Sadrodin; Battiloro, Claudio; Bazhenov, Gleb; Bern('a)rdez, Guillermo; Brent, Aiden; Escalera, Sergio; Fiorellino, Simone; Gavrilev, Dmitrii; Hassanin, Mohammed; Hausner, Paul; Hoff Gardaa, Odin; Khamis, Abdelwahed; Lecha, M; Magai, German; Malygina, Tatiana; Melnyk, Pavlo; Ballester, Rub('e)n; Varma Nadimpalli, Kalyan; Nikitin, Alexander; Rabinowitz, Abraham; Salatiello, Alessandro; Scardapane, Simone; Scofano, Luca; Singh, Suraj; Sjolund, Jens; Snopov, Paul; Spinelli, Indro; Telyatnikov, Lev; Testa, Lucia; Yang, Maosheng; Yue, Yixiao; Zaghen, Olga; Zia, Ali; Miolane, Nina | |
| ICML topological deep learning challenge 2024. Beyond the graph domain | 2024 | Bernárdez, Guillermo; Telyatnikov, Lev; Montagna, Marco; Baccini, Federica; Papillon, Mathilde; Ferriol-Galmés, Miquel; Hajij, Mustafa; Papamarkou, Theodore; Bucarelli, Maria Sofia; Zaghen, Olga; Mathe, Johan; Myers, Audun; Mahan, Scott; Lillemark, Hansen; Vadgama, Sharvaree; Bekkers, Erik; Doster, Tim; Emerson, Tegan; Kvinge, Henry; Agate, Katrina; K Ahmed, Nesreen; Bai, Pengfei; Banf, Michael; Battiloro, Claudio; Beketov, Maxim; Bogdan, Paul; Carrasco, Martin; Cavallo, Andrea; Young Choi, Yun; Dasoulas, George; Elphick, Matouš; Escalona, Giordan; Filipiak, Dominik; Fritze, Halley; Gebhart, Thomas; Gil-Sorribes, Manel; Goomanee, Salvish; Guallar, Victor; Imasheva, Liliya; Irimia, Andrei; Jin, Hongwei; Johnson, Graham; Kanakaris, Nikos; Koloski, Boshko; Kovač, Veljko; Lecha, Manuel; Lee, Minho; Leroy, Pierrick; Long, Theodore; Magai, German; Martinez, Alvaro; Masden, Marissa; Mežnar, Sebastian; Miquel-Oliver, Bertran; Molina, Alexis; Nikitin, Alexander; Nurisso, Marco; Piekenbrock, Matt; Qin, Yu; Rygiel, Patryk; Salatiello, Alessandro; Schattauer, Max; Snopov, Pavel; Suk, Julian; Sánchez, Valentina; Tec, Mauricio; Vaccarino, Francesco; Verhellen, Jonas; Wantiez, Frederic; Weers, Alexander; Zajec, Patrik; Škrlj, Blaž; Miolane, Nina | |
| Topological Deep Learning Challenge 2025: Expanding the Data Landscape | 2025 | Bernárdez, Guillermo; Telyatnikov, Lev; Papillon, Mathilde; Montagna, Marco; Theiler, Raffael; Cornelis, Louisa; Mathe, Johan; Ferriol, Miquel; Vasylenko, Pavlo; Van Looy, Jan-Willem; Testa, Lucia; Neri, Bruno; Genovese, Donatella; Weber, Melanie; Wei, Amaury; Devoto, Alessio; Weers, Alexander; Jankowski, Robert; Cino, Loris; Leko, David; Banf, Michael; Müller, Jonas; Grapentin, Thomas; Paik, Taejin; Dutta, Abhijeet; Walter, Hugo; Vaitses Fontanari, Thomas; Ghasemi, Ali; Loi, Dario; Sáez De Ocáriz Borde, Haitz; Aguilar-Argüello, Gabriela; Da Rosa, Giovanni B.; Saulus, Théo; Rubiel Dolores-Cuenca, Eric; Di Nino, Leonardo; Leroy, Pierrick; Pandolfo, Mario Edoardo; Cavallo, Andrea; Qin, Yu; Snopov, Pavel; Akbari, Amirreza; Meza-Chávez, Ixchel; Van Langendonck, Louis; Able, Jared; Yuffa Meshcheryakova, Maria; Tsay, Henry; Benic, Luka; Filipiak, Dominik; Liu, Patrick; Liang, Huidong; Jr., Alexsandro Santos Da Rosa ´; Cattai, Tiziana; Borges, Henrique M.; Grimaldi, Enrico; Lecha, Manuel; Battiloro, Claudio; Liu, Xuan-Chen; Deshpande, Raj; Johnson, Graham; Morgunov, Igor; Micheron, Hugo; Devaux, Rémi; Jardin, Antoine; Emerson, Tegan; Fink, Olga; Miolane., Nina | |
| Topological Network Traffic Compression | 2023 | Bernardez, G.; Telyatnikov, L.; Alarcon, E.; Cabellos-Aparicio, A.; Barlet-Ros, P.; Lio, P. |