Fields
Pick a domain and keep going deeper: field, subfield, topic. Every step lists the papers at that point or below it. The counts are papers that are accepted or in review; papers that were not accepted are in the full library.
Subfield
Combinatorial optimisation on graphs with GNNs
Benchmarks: MIS benchmark framework, Gset Max-Cut instances, ML4CO competition, Distributional MIPLIB and others. Datasets: Gset, SATLIB, MIPLIB 2017 collection, Ecole synthetic MILP generators. Baselines: Greedy and local-search heuristics, Erdos Goes Neural, PI-GNN, Guided tree search and others.