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Publication search results
found 119 matches
- 2024
- Theodore Papamarkou, Tolga Birdal, Michael M. Bronstein, Gunnar Carlsson, Justin Curry, Yue Gao, Mustafa Hajij, Roland Kwitt, Pietro Liò, Paolo Di Lorenzo, Vasileios Maroulas, Nina Miolane, Farzana Nasrin, Karthikeyan Natesan Ramamurthy, Bastian Rieck, Simone Scardapane, Michael T. Schaub, Petar Velickovic, Bei Wang, Yusu Wang, Guo-Wei Wei, Ghada Zamzmi:
Position Paper: Challenges and Opportunities in Topological Deep Learning. CoRR abs/2402.08871 (2024) - Bruno Gavranovic, Paul Lessard, Andrew Dudzik, Tamara von Glehn, João G. M. Araújo, Petar Velickovic:
Categorical Deep Learning: An Algebraic Theory of Architectures. CoRR abs/2402.15332 (2024) - Katarina Petrovic, Shenyang Huang, Farimah Poursafaei, Petar Velickovic:
Temporal Graph Rewiring with Expander Graphs. CoRR abs/2406.02362 (2024) - Larisa Markeeva, Sean McLeish, Borja Ibarz, Wilfried Bounsi, Olga Kozlova, Alex Vitvitskyi, Charles Blundell, Tom Goldstein, Avi Schwarzschild, Petar Velickovic:
The CLRS-Text Algorithmic Reasoning Language Benchmark. CoRR abs/2406.04229 (2024) - Federico Barbero, Andrea Banino, Steven Kapturowski, Dharshan Kumaran, João G. M. Araújo, Alex Vitvitskyi, Razvan Pascanu, Petar Velickovic:
Transformers need glasses! Information over-squashing in language tasks. CoRR abs/2406.04267 (2024) - Wilfried Bounsi, Borja Ibarz, Andrew Dudzik, Jessica B. Hamrick, Larisa Markeeva, Alex Vitvitskyi, Razvan Pascanu, Petar Velickovic:
Transformers meet Neural Algorithmic Reasoners. CoRR abs/2406.09308 (2024) - 2023
- Quentin Cappart, Didier Chételat, Elias B. Khalil, Andrea Lodi, Christopher Morris, Petar Velickovic:
Combinatorial Optimization and Reasoning with Graph Neural Networks. J. Mach. Learn. Res. 24: 130:1-130:61 (2023) - Ivana Nikoloska
, Osvaldo Simeone, Leonardo Banchi, Petar Velickovic:
Time-warping invariant quantum recurrent neural networks via quantum-classical adaptive gating. Mach. Learn. Sci. Technol. 4(4): 45038 (2023) - Hanchen Wang
, Tianfan Fu, Yuanqi Du, Wenhao Gao
, Kexin Huang, Ziming Liu, Payal Chandak
, Shengchao Liu
, Peter Van Katwyk
, Andreea Deac, Anima Anandkumar, Karianne Bergen
, Carla P. Gomes
, Shirley Ho, Pushmeet Kohli, Joan Lasenby, Jure Leskovec, Tie-Yan Liu, Arjun Manrai, Debora S. Marks, Bharath Ramsundar, Le Song, Jimeng Sun, Jian Tang, Petar Velickovic, Max Welling, Linfeng Zhang, Connor W. Coley, Yoshua Bengio, Marinka Zitnik:
Scientific discovery in the age of artificial intelligence. Nat. 620(7972): 47-60 (2023) - Danilo Numeroso, Davide Bacciu, Petar Velickovic:
Dual Algorithmic Reasoning. ICLR 2023 - Mehdi Azabou, Venkataramana Ganesh, Shantanu Thakoor, Chi-Heng Lin, Lakshmi Sathidevi, Ran Liu, Michal Valko, Petar Velickovic, Eva L. Dyer:
Half-Hop: A graph upsampling approach for slowing down message passing. ICML 2023: 1341-1360 - Beatrice Bevilacqua, Kyriacos Nikiforou, Borja Ibarz, Ioana Bica, Michela Paganini, Charles Blundell, Jovana Mitrovic, Petar Velickovic:
Neural Algorithmic Reasoning with Causal Regularisation. ICML 2023: 2272-2288 - Andrew Joseph Dudzik, Tamara von Glehn, Razvan Pascanu, Petar Velickovic:
Asynchronous Algorithmic Alignment With Cocycles. LoG 2023: 3 - Valerie Engelmayer, Dobrik Georgiev, Petar Velickovic:
Parallel Algorithms Align With Neural Execution. LoG 2023: 31 - Jonas Jürß, Dulhan Hansaja Jayalath, Petar Velickovic:
Recursive Algorithmic Reasoning. LoG 2023: 5 - Vladimir V. Mirjanic, Razvan Pascanu, Petar Velickovic:
Latent Space Representations of Neural Algorithmic Reasoners. LoG 2023: 10 - Ameya Velingker, Ali Kemal Sinop, Ira Ktena, Petar Velickovic, Sreenivas Gollapudi:
Affinity-Aware Graph Networks. NeurIPS 2023 - Ivana Nikoloska, Osvaldo Simeone, Leonardo Banchi, Petar Velickovic:
Time-Warping Invariant Quantum Recurrent Neural Networks via Quantum-Classical Adaptive Gating. CoRR abs/2301.08173 (2023) - Petar Velickovic:
Everything is Connected: Graph Neural Networks. CoRR abs/2301.08210 (2023) - Danilo Numeroso, Davide Bacciu, Petar Velickovic:
Dual Algorithmic Reasoning. CoRR abs/2302.04496 (2023) - Beatrice Bevilacqua, Kyriacos Nikiforou, Borja Ibarz, Ioana Bica, Michela Paganini, Charles Blundell, Jovana Mitrovic, Petar Velickovic:
Neural Algorithmic Reasoning with Causal Regularisation. CoRR abs/2302.10258 (2023) - Francesco Di Giovanni, T. Konstantin Rusch, Michael M. Bronstein, Andreea Deac, Marc Lackenby, Siddhartha Mishra, Petar Velickovic:
How does over-squashing affect the power of GNNs? CoRR abs/2306.03589 (2023) - Andrew Dudzik, Tamara von Glehn, Razvan Pascanu, Petar Velickovic:
Asynchronous Algorithmic Alignment with Cocycles. CoRR abs/2306.15632 (2023) - Dulhan Hansaja Jayalath, Jonas Jürß, Petar Velickovic:
Recursive Algorithmic Reasoning. CoRR abs/2307.00337 (2023) - Valerie Engelmayer, Dobrik Georgiev, Petar Velickovic:
Parallel Algorithms Align with Neural Execution. CoRR abs/2307.04049 (2023) - Vladimir V. Mirjanic, Razvan Pascanu, Petar Velickovic:
Latent Space Representations of Neural Algorithmic Reasoners. CoRR abs/2307.08874 (2023) - Rishabh Jain, Petar Velickovic, Pietro Liò:
Neural Priority Queues for Graph Neural Networks. CoRR abs/2307.09660 (2023) - Marco Pegoraro, Clémentine Dominé, Emanuele Rodolà, Petar Velickovic, Andreea Deac:
Geometric Epitope and Paratope Prediction. CoRR abs/2307.13608 (2023) - Mehdi Azabou, Venkataramana Ganesh, Shantanu Thakoor, Chi-Heng Lin, Lakshmi Sathidevi, Ran Liu, Michal Valko, Petar Velickovic, Eva L. Dyer:
Half-Hop: A graph upsampling approach for slowing down message passing. CoRR abs/2308.09198 (2023) - Zhe Wang, Petar Velickovic, Daniel Hennes, Nenad Tomasev, Laurel Prince, Michael Kaisers, Yoram Bachrach, Romuald Elie, Li Kevin Wenliang, Federico Piccinini, William Spearman, Ian Graham, Jerome T. Connor, Yi Yang, Adrià Recasens, Mina Khan, Nathalie Beauguerlange, Pablo Sprechmann, Pol Moreno, Nicolas Heess, Michael Bowling, Demis Hassabis, Karl Tuyls:
TacticAI: an AI assistant for football tactics. CoRR abs/2310.10553 (2023)
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