Следене
Mert Koşan
Заглавие
Позовавания
Позовавания
Година
Global counterfactual explainer for graph neural networks
Z Huang, M Kosan, S Medya, S Ranu, A Singh
Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023
192023
Event detection on dynamic graphs
M Kosan, A Silva, S Medya, B Uzzi, A Singh
DLG-AAAI 2023, 2021
112021
Feature-based Individual Fairness in k-Clustering
D Kar*, M Kosan*, D Mandal, S Medya, A Silva, P Dey, S Sanyal
AAMAS 2023, 2021
72021
Robust ante-hoc graph explainer using bilevel optimization
M Kosan, A Silva, A Singh
arXiv preprint arXiv:2305.15745, 2023
32023
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
arXiv preprint arXiv:2310.01794, 2023
22023
Link prediction without graph neural networks
Z Huang, M Kosan, A Silva, A Singh
arXiv preprint arXiv:2305.13656, 2023
12023
DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization
A Bhowmick, M Kosan, Z Huang, A Singh, S Medya
Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 11069 …, 2024
2024
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction
Z Huang, JPR Mattos, M Kosan, AL da Silva, A Singh
2023
Transparent Representation Learning for Graphs and Human-AI Collaboration
M Kosan
University of California, Santa Barbara, 2023
2023
AI Decision Systems with Feedback Loop Active Learner
M Kosan, L He, S Agrawal, H Liu, C Chetia
Crowd Science - WSDM 2023, 2023
2023
Graph Macro Dynamics with Self-Attention for Event Detection
M Kosan, A Silva, S Medya, B Uzzi, A Singh
DLG-AAAI 2023, 2023
2023
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