Robert R. Nerem

According to our database, Robert R. Nerem authored at least 5 papers between 2023 and 2026.

Collaborative distances:

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

2026

Which Algorithms Can Graph Neural Networks Learn?

Solveig Wittig, Antonis Vasileiou, Robert R. Nerem, Timo Stoll, Floris Geerts, Yusu Wang, Christopher Morris

CoRR, February, 2026

2025

Graph neural networks extrapolate out-of-distribution for shortest paths.

Robert R. Nerem, Samantha Chen, Sanjoy Dasgupta, Yusu Wang

CoRR, March, 2025

Differentiable extensions with rounding guarantees for combinatorial optimization over permutations.

Robert R. Nerem, Zhishang Luo, Akbar Rafiey, Yusu Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

NN-Steiner: A Mixed Neural-Algorithmic Approach for the Rectilinear Steiner Minimum Tree Problem.

Andrew B. Kahng, Robert R. Nerem, Yusu Wang, Chien-Yi Yang

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

2023

Conditions for advantageous quantum Bitcoin mining.

Robert R. Nerem, Daya Ram Gaur

Blockchain Res. Appl., 2023