Computing Approximate Graph Edit Distance via Optimal Transport

Q Cheng, D Yan, T Wu, Z Huang, Q Zhang - Proceedings of the ACM on …, 2025 - dl.acm.org
Given a graph pair (G1, G2), graph edit distance (GED) is defined as the minimum number of
edit operations converting G1 to G2. GED is a fundamental operation widely used in many …

OT-CLIP: Understanding and Generalizing CLIP via Optimal Transport

L Shi, J Fan, J Yan - Forty-first International Conference on Machine … - openreview.net
We propose to understand Contrastive Language-Image Pretraining model (CLIP) from the
Optimal Transport (OT) perspective. Specifically, we show that training of CLIP is an …

[PDF][PDF] Integrating Machine Learning Techniques for Enhanced Text Classification

M Tan, L Hernandez, M Santos, JD Cruz, P Garcia… - researchgate.net
Text classification is a crucial task in natural language processing that leverages machine
learning techniques to automatically categorize text into predefined labels. With the rise of …