MicroCloud Hologram Inc. Releases Learnable Quantum Spectral Filter Technology for Hybrid Graph Neural Networks

MicroCloud Hologram Inc. (NASDAQ: HOLO), ("HOLO" or the "Company"), a technology service provider, released learnable quantum spectral filter technology for hybrid graph neural networks. This ...
IEEE

SimE: A Knowledge Graph Embedding Model to Encode Self-Similar Structures Through Algebraic and Geometric Transformations

Abstract: Knowledge Graphs (KGs), with their intricate hierarchies and semantic relationships, present unique challenges for graph representation learning, necessitating tailored approaches to ...
IEEE

The Sixth Organizational Maturity Level and Autonomous Digital Transformation for Nonlinear or Exponential Growth

Abstract: “Artificial-intelligence-driven management” is the axiomatic paradigm shift that replaces the Deming cycle with the artificial-intelligence-assisted plan–predict–act (PPA) cycle. Apart from ...
GitHub

TASO: The Tensor Algebra SuperOptimizer for Deep Learning

TASO optimizes the computation graphs of DNN models using automatically generated and verified graph transformations. For an arbitrary DNN model, TASO uses the auto-generated graph transformations to ...
GitHub

KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation

This repository contains the implementation of the paper "KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation". In this paper, we introduce enhanced KGC using ...