Mert Kosan

According to our database, Mert Kosan authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning.

Danqing Wang, Antonis Antoniades, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, Ambuj K. Singh, William Yang Wang, Lei Li

CoRR, 2024

Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning.

Danqing Wang, Antonis Antoniades, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, Ambuj Singh, William Yang Wang, Lei Li

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking.

Mert Kosan, Samidha Verma, Burouj Armgaan, Khushbu Pahwa, Ambuj K. Singh, Sourav Medya, Sayan Ranu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization.

Aritra Bhowmick, Mert Kosan, Zexi Huang, Ambuj K. Singh, Sourav Medya

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Robust Ante-hoc Graph Explainer using Bilevel Optimization.

Mert Kosan, Arlei Silva, Ambuj K. Singh

CoRR, 2023

Link Prediction without Graph Neural Networks.

Zexi Huang, Mert Kosan, Arlei Silva, Ambuj K. Singh

CoRR, 2023

Global Counterfactual Explainer for Graph Neural Networks.

Zexi Huang, Mert Kosan, Sourav Medya, Sayan Ranu, Ambuj K. Singh

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

AI Decision Systems with Feedback Loop Active Learner.

Mert Kosan, Linyun He, Shubham Agrawal, Hongyi Liu, Chiranjeet Chetia

Proceedings of the 4th Crowd Science Workshop on Collaboration of Humans and Learning Algorithms for Data Labeling co-located with ACM International WSDM Conference (WSDM 2023), 2023

Feature-based Individual Fairness in k-clustering.

Debajyoti Kar, Mert Kosan, Debmalya Mandal, Sourav Medya, Arlei Silva, Palash Dey, Swagato Sanyal

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2021

Event Detection on Dynamic Graphs.

Mert Kosan, Arlei Silva, Sourav Medya, Brian Uzzi, Ambuj K. Singh

CoRR, 2021