IEEE

Automated Polynomial Filter Learning for Graph Neural Networks

Abstract: Recently, polynomial graph filter learning (PGFL) has demonstrated promising performance for modeling graph signals in Graph Neural Networks (GNNs) on both homophilic and heterophilic graphs ...
IEEE

Graph Structure of Chebyshev Permutation Polynomials Over Ring ℤ p k

Abstract: Understanding the underlying graph structure of a nonlinear map over a particular domain is essential in evaluating its potential for real applications. In this paper, we investigate the ...
GitHub

Custom timetable generate_run_id function no longer used for manually triggered dag runs

In airflow 2.X the generate_run_id method of a custom timetable was used for both scheduled and manually triggered dags. In airflow 3 custom generate_run_id is still used for scheduled dag runs but is ...
Hypebeast

Grand Seiko’s Latest Evolution 9 Hi-Beat Watches Paint a Poetic Journey From Dawn To Moonrise

Grand Seiko introduces two new Evolution 9 watches, both releasing in October, 2025 The SLGW006 “Sunrise Tentagraph” is a limited-edition chronograph with a copper-pink dial The SLGW007 “Moonlit Birch ...