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Sourav Medya
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Learning heuristics over large graphs via deep reinforcement learning
S Manchanda, A Mittal, A Dhawan, S Medya, S Ranu, A Singh
arXiv preprint arXiv:1903.03332, 2019
652019
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
292020
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
252018
A Game Theoretic Approach For Core Resilience
S Medya, T Ma, A Silva, A Singh
International Joint Conference on Artificial Intelligence (IJCAI), 2020
20*2020
Manipulating Node Similarity Measures in Networks
P Dey, S Medya
International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), 2020
152020
Noticeable Network Delay Minimization via Node Upgrades
S Medya, J Vachery, S Ranu, A Singh
International Confernece on Very Large Data Bases (VLDB), 2018
152018
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
112022
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
102020
Towards Scalable Network Delay Minimization
S Medya, P Bogdanov, A Singh
IEEE International Conference on Data Mining (ICDM), 1083-1088, 2016
102016
Approximate Algorithms for Data-driven Influence Limitation
S Medya, A Silva, A Singh
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020
9*2020
Making a Small World Smaller: Path Optimization in Networks
S Medya, P Bogdanov, A Singh
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018
62018
Event detection on dynamic graphs
M Kosan, A Silva, S Medya, B Uzzi, A Singh
arXiv preprint arXiv:2110.12148, 2021
52021
Covert Networks: How Hard is It to Hide?
P Dey, S Medya
International Conference on Autonomous Agents and MultiAgent Systems (AAMAS …, 2019
52019
GREED: A Neural Framework for Learning Graph Distance Functions
R Ranjan, S Grover, S Medya, V Chakravarthy, Y Sabharwal, S Ranu
Conference on Neural Information Processing Systems, 2022
4*2022
Balance Maximization in Signed Networks via Edge Deletions
K Sharma, IA Gillani, S Medya, S Ranu, A Bagchi
International Conference on Web Search and Data Mining (WSDM), 2021
42021
Network Robustness via Global k-cores
P Dey, SK Maity, S Medya, A Silva
International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), 2021
42021
Towards performance and scalability analysis of distributed memory programs on large-scale clusters
S Medya, L Cherkasova, G Magalhaes, K Ozonat, C Padmanabha, ...
Proceedings of the 7th ACM/SPEC on International Conference on Performance …, 2016
42016
Maximizing coverage centrality via network design: Extended version
S Medya, A Silva, A Singh, P Basu, A Swami
arXiv preprint arXiv:1702.04082, 2017
32017
Feature-based Individual Fairness in k-Clustering
D Kar, S Medya, D Mandal, A Silva, P Dey, S Sanyal
arXiv preprint arXiv:2109.04554, 2021
22021
An Exploratory Study of Stock Price Movements from Earnings Calls
S Medya, M Rasoolinejad, Y Yang, B Uzzi
The Web Conference (WWW), 2022
12022
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Articles 1–20