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Sourav Medya
Titolo
Citata da
Citata da
Anno
GCOMB: Learning Budget-constrained Combinatorial Algorithms over Billion-sized Graphs
S Manchanda, M Akash, A Dhawan, S Medya, S Ranu, A Singh
Advances in Neural Information Processing Systems (NeurIPS), 2020
192*2020
A Survey on Explainability of Graph Neural Networks
J Kakkad, J Jannu, K Sharma, C Aggarwal, S Medya
IEEE Data Engineering Bulletin, 2023
662023
Global Counterfactual Explainer for Graph Neural Networks
Z Huang, M Kosan, S Medya, S Ranu, A Singh
International Conference on Web Search and Data Mining (WSDM), 2023
552023
GREED: A Neural Framework for Learning Graph Distance Functions
R Ranjan, S Grover, S Medya, V Chakravarthy, Y Sabharwal, S Ranu
Advances in Neural Information Processing Systems, 2022
512022
Meta-Learning with Graph Neural Networks: Methods and Applications
D Mandal, S Medya, B Uzzi, C Aggarwal
ACM SIGKDD Explorations Newsletter 23 (2), 13-22, 2022
502022
Group Centrality Maximization via Network Design
S Medya, A Silva, A Singh, P Basu, A Swami
SIAM International Conference on Data Mining (SDM), 126-134, 2018
462018
Manipulating Node Similarity Measures in Networks
P Dey, S Medya
International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), 2020
262020
An Exploratory Study of Stock Price Movements from Earnings Calls
S Medya, M Rasoolinejad, Y Yang, B Uzzi
The Web Conference (WWW), 2022
222022
A Game Theoretic Approach For Core Resilience
S Medya, T Ma, A Silva, A Singh
International Joint Conference on Artificial Intelligence (IJCAI), 2020
222020
Noticeable Network Delay Minimization via Node Upgrades
S Medya, J Vachery, S Ranu, A Singh
International Confernece on Very Large Data Bases (VLDB), 2018
202018
Approximate Algorithms for Data-driven Influence Limitation
S Medya, A Silva, A Singh
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020
19*2020
A Game Theoretic Approach For k-Core Minimization
S Medya, T Ma, A Silva, A Singh
International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), 2020
152020
K-core minimization: A game theoretic approach
S Medya, T Ma, A Silva, A Singh
arXiv preprint arXiv:1901.02166, 2019
152019
Uncertainty in graph neural networks: A survey
F Wang, Y Liu, K Liu, Y Wang, S Medya, PS Yu
arXiv preprint arXiv:2403.07185, 2024
142024
Investigating variable importance in ground-level ozone formation with supervised learning
YW Chen, S Medya, YC Chen
Atmospheric Environment 282, 119148, 2022
132022
Event detection on dynamic graphs
M Kosan, A Silva, S Medya, B Uzzi, A Singh
arXiv preprint arXiv:2110.12148, 2021
132021
Towards Scalable Network Delay Minimization
S Medya, P Bogdanov, A Singh
IEEE International Conference on Data Mining (ICDM), 1083-1088, 2016
132016
GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking
M Kosan, S Verma, B Armgaan, K Pahwa, A Singh, S Medya, S Ranu
International Conference on Learning Representations (ICLR), 2024
122024
Covert Networks: How Hard is It to Hide?
P Dey, S Medya
International Conference on Autonomous Agents and MultiAgent Systems (AAMAS …, 2019
122019
Incorporating heterophily into graph neural networks for graph classification
J Yang, S Medya, W Ye
2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2024
102024
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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