COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems

14 December 2023

Papers citing "COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems"

6 / 6 papers shown

Title
Theoretically Grounded Pruning of Large Ground Sets for Constrained, Discrete Optimization Ankur Nath Alan Kuhnle 18 0 0 23 Oct 2024
Game-theoretic Counterfactual Explanation for Graph Neural Networks Chirag Chhablani Sarthak Jain Akshay Channesh Ian A. Kash Sourav Medya 28 6 0 08 Feb 2024
NeuroCUT: A Neural Approach for Robust Graph Partitioning Rishi Shah Krishnanshu Jain S. Manchanda Sourav Medya Sayan Ranu 15 1 0 18 Oct 2023
Graph-SCP: Accelerating Set Cover Problems with Graph Neural Networks Zohair Shafi Benjamin A. Miller Tina Eliassi-Rad R. Caceres 11 1 0 12 Oct 2023
Distilling Knowledge from Graph Convolutional Networks Yiding Yang Jiayan Qiu Mingli Song Dacheng Tao Xinchao Wang 141 226 0 23 Mar 2020
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 69 1,447 0 29 Nov 2016