GREED: A Neural Framework for Learning Graph Distance Functions

GREED: A Neural Framework for Learning Graph Distance Functions

24 December 2021

Siddharth Grover

Venkatesan T. Chakaravarthy

Yogish Sabharwal

Papers citing "GREED: A Neural Framework for Learning Graph Distance Functions"

16 / 16 papers shown

Title
Flexible Graph Similarity Computation With A Proactive Optimization Strategy Zhouyang Liu Ning Liu Yixin Chen Jiezhong He Dongsheng Li 34 0 0 09 Apr 2025
Few-shot Metric Domain Adaptation: Practical Learning Strategies for an Automated Plant Disease Diagnosis Shoma Kudo S. Kagiwada Hitoshi Iyatomi 21 0 0 25 Dec 2024
Graph Edit Distance with General Costs Using Neural Set Divergence Eeshaan Jain Indradyumna Roy Saswat Meher Soumen Chakrabarti A. De 32 3 0 26 Sep 2024
Design Requirements for Human-Centered Graph Neural Network Explanations Pantea Habibi Peyman Baghershahi Sourav Medya Debaleena Chattopadhyay 35 1 0 11 May 2024
Solving the Tree Containment Problem Using Graph Neural Networks A. Dushatskiy Esther Julien Leen Stougie L. Iersel 42 0 0 15 Apr 2024
EUGENE: Explainable Unsupervised Approximation of Graph Edit Distance with Generalized Edit Costs Aditya Bommakanti Harshith Reddy Vonteri Sayan Ranu Panagiotis Karras 27 0 0 08 Feb 2024
MATA: Combining Learnable Node Matching with A Algorithm for Approximate Graph Edit Distance Computation Junfeng Liu Min Zhou Shuai Ma Lujia Pan 31 9 0 04 Nov 2023
NeuroCUT: A Neural Approach for Robust Graph Partitioning Rishi Shah Krishnanshu Jain S. Manchanda Sourav Medya Sayan Ranu 15 1 0 18 Oct 2023
GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking Mert Kosan S. Verma Burouj Armgaan Khushbu Pahwa Ambuj K. Singh Sourav Medya Sayan Ranu 29 13 0 03 Oct 2023
Graph Edit Distance Learning via Different Attention Jiaxi Lv L. Zhang Yi Huang Jiancheng Huang Shifeng Chen 21 1 0 26 Aug 2023
GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets Shubham Gupta S. Manchanda Sayan Ranu Srikanta J. Bedathur 22 7 0 06 Jun 2023
A Survey on Explainability of Graph Neural Networks Jaykumar Kakkad Jaspal Jannu Kartik Sharma Charu C. Aggarwal Sourav Medya 28 23 0 02 Jun 2023
Global Counterfactual Explainer for Graph Neural Networks Mert Kosan Zexi Huang Sourav Medya Sayan Ranu Ambuj K. Singh 26 47 0 21 Oct 2022
A Solver-Free Framework for Scalable Learning in Neural ILP Architectures Yatin Nandwani Rishabh Ranjan Mausam Parag Singla 27 7 0 17 Oct 2022
Lifelong Learning for Neural powered Mixed Integer Programming S. Manchanda Sayan Ranu CLL 25 1 0 24 Aug 2022
Task and Model Agnostic Adversarial Attack on Graph Neural Networks Kartik Sharma S. Verma Sourav Medya Arnab Bhattacharya Sayan Ranu AAML 21 8 0 25 Dec 2021