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Ali Parviz
Ali Parviz
NJIT, Mila
Adresă de e-mail confirmată pe njit.edu
Titlu
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Long range graph benchmark
VP Dwivedi, L Rampášek, M Galkin, A Parviz, G Wolf, AT Luu, D Beaini
Advances in Neural Information Processing Systems 35, 22326-22340, 2022
2392022
Towards foundational models for molecular learning on large-scale multi-task datasets
D Beaini, S Huang, JA Cunha, Z Li, G Moisescu-Pareja, O Dymov, ...
arXiv preprint arXiv:2310.04292, 2023
312023
Generalized laplacian positional encoding for graph representation learning
S Maskey, A Parviz, M Thiessen, H Stärk, Y Sadikaj, H Maron
arXiv preprint arXiv:2210.15956, 2022
142022
Tgb 2.0: A benchmark for learning on temporal knowledge graphs and heterogeneous graphs
J Gastinger, S Huang, M Galkin, E Loghmani, A Parviz, F Poursafaei, ...
Advances in neural information processing systems 37, 140199-140229, 2025
52025
Reducing the cost of quantum chemical data by backpropagating through density functional theory
A Mathiasen, H Helal, P Balanca, A Krzywaniak, A Parviz, F Hvilshøj, ...
arXiv preprint arXiv:2402.04030, 2024
32024
Minimol: A parameter-efficient foundation model for molecular learning
K Klaser, B Banaszewski, S Maddrell-Mander, C McLean, L Müller, ...
ICML 2024 Workshop on Efficient and Accessible Foundation Models for …, 2024
32024
Ensemble learning as a peer process
E Beikihassan, A Hoover, I Koutis, A Parviz
Agent Learning in Open-Endedness (ALOE) Workshop. ICRL 2022, 2022
22022
Resource-constrained knowledge diffusion processes inspired by human peer learning
E Beikihassan, AK Hoover, I Koutis, A Parviz, N Aghaieabiane
26th European Conference on Artificial Intelligence ECAI 2023 372, 214 - 222, 2023
12023
Best of Both Worlds: Advantages of Hybrid Graph Sequence Models
A Behrouz, A Parviz, M Karami, C Sanford, B Perozzi, V Mirrokni
arXiv preprint arXiv:2411.15671, 2024
2024
Towards an Understanding of Graph Sequence Models
A Behrouz, A Parviz, M Karami, C Sanford, B Perozzi, V Mirrokni
Neurally boosted supervised spectral clustering
A Parviz, I Koutis
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Articole 1–11