Sourav Medya

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Sayan RanuIIT DelhiVerified email at iitd.ac.in
Arlei SilvaRice UniversityVerified email at rice.edu
Mert KoşanVisa Inc.Verified email at ucsb.edu
Akash MittalUniversity of Illinois, Urbana-ChampaignVerified email at illinois.edu
Sahil ManchandaIndian Institute of Technology, DelhiVerified email at cse.iitd.ac.in
Brian UzziProfessor, Northwestern UniversityVerified email at northwestern.edu
palash deyIndian Institute of Technology KharagpurVerified email at cse.iitkgp.ac.in
Kartik SharmaPh.D. student, Georgia Institute of TechnologyVerified email at gatech.edu
Charu AggarwalDistinguished Research Staff Member, IBM T. J. Watson Research CenterVerified email at us.ibm.com
Rishabh RanjanPhD Student, Stanford UniversityVerified email at stanford.edu
Prithwish BasuRaytheon BBN TechnologiesVerified email at bu.edu
Debmalya MandalAssistant Professor, University of WarwickVerified email at warwick.ac.uk
Zexi HuangUniversity of California, Santa BarbaraVerified email at cs.ucsb.edu
Samidha VermaIndian Institute Of Technology DelhiVerified email at cse.iitd.ac.in
Petko BogdanovUniversity at Albany-SUNYVerified email at albany.edu
Jannu Jaspal RanaStudent, University of Illinois ChicagoVerified email at uic.edu
Jaykumar KakkadStudent at University of IllinoisVerified email at uic.edu
Burouj ArmgaanPhD student, Indian Institute of Technology DelhiVerified email at iitd.ac.in
Yu-Wen ChenPhD candidate of Department of Atmospheric and Oceanic Science, University of Colorado BoulderVerified email at colorado.edu
Jithin VacheryNational University of Singapore , IIT Madras, IISc BangaloreVerified email at cse.iitm.ac.in

Sourav Medya

University of Illinois Chicago (UIC)

Verified email at uic.edu - Homepage

Data Science Machine Learning Network Design Graph Neural Networks Data Mining


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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	179*	2020
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	46	2018
A Survey on Explainability of Graph Neural Networks J Kakkad, J Jannu, K Sharma, C Aggarwal, S Medya IEEE Data Engineering Bulletin, 2023	43	2023
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	41	2022
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	40	2022
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	30	2023
Manipulating Node Similarity Measures in Networks P Dey, S Medya International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), 2020	27	2020
A Game Theoretic Approach For Core Resilience S Medya, T Ma, A Silva, A Singh International Joint Conference on Artificial Intelligence (IJCAI), 2020	21	2020
Noticeable Network Delay Minimization via Node Upgrades S Medya, J Vachery, S Ranu, A Singh International Confernece on Very Large Data Bases (VLDB), 2018	20	2018
Approximate Algorithms for Data-driven Influence Limitation S Medya, A Silva, A Singh IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020	18*	2020
An Exploratory Study of Stock Price Movements from Earnings Calls S Medya, M Rasoolinejad, Y Yang, B Uzzi The Web Conference (WWW), 2022	16	2022
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	14	2020
K-core minimization: A game theoretic approach S Medya, T Ma, A Silva, A Singh arXiv preprint arXiv:1901.02166, 2019	14	2019
Event detection on dynamic graphs M Kosan, A Silva, S Medya, B Uzzi, A Singh arXiv preprint arXiv:2110.12148, 2021	13	2021
Towards Scalable Network Delay Minimization S Medya, P Bogdanov, A Singh IEEE International Conference on Data Mining (ICDM), 1083-1088, 2016	13	2016
Covert Networks: How Hard is It to Hide? P Dey, S Medya International Conference on Autonomous Agents and MultiAgent Systems (AAMAS …, 2019	12	2019
Investigating variable importance in ground-level ozone formation with supervised learning YW Chen, S Medya, YC Chen Atmospheric Environment 282, 119148, 2022	9	2022
Making a Small World Smaller: Path Optimization in Networks S Medya, P Bogdanov, A Singh IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018	9	2018
Incorporating heterophily into graph neural networks for graph classification J Yang, S Medya, W Ye arXiv preprint arXiv:2203.07678, 2022	8	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	8	2021

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