9 citations · 11 across the 6 of their papers we have counts for
6 papers
Topological Neural Dynamics: A Neuron-wise Framework for Sequence Modeling
Borui Cai, Yao Zhao
Existing sequence models, including RNNs, LSTMs, continuous-time networks, and Transformers, share a common structural principle: layer-wise dynamics, where all neurons in the same…
Beyond Triplet Plausibility: Relation Set Completion in Knowledge Graphs
Zihao Zheng, Borui Cai, Yao Zhao +2
Knowledge graphs (KGs) organize real-world knowledge as triplets and underpin many downstream applications. Due to their inherent incompleteness, knowledge graph completion (KGC) i…
Intelligence Foundation Model: A New Perspective to Approach Artificial General Intelligence
Borui Cai, Yao Zhao
We propose a new perspective for approaching artificial general intelligence (AGI) through an intelligence foundation model (IFM). Unlike existing foundation models (FMs), which sp…
Generative AI for CAD Automation: Leveraging Large Language Models for 3D Modelling
Sumit Kumar, Sarthak Kapoor, Harsh Vardhan +1
Large Language Models (LLMs) are revolutionizing industries by enhancing efficiency, scalability, and innovation. This paper investigates the potential of LLMs in automating Comput…
A Fast Recommendation Algorithm for Social Tagging Systems : A Delicious Case
Yao-Dong Zhao, Shi-Min Cai, Ming Tang +1
The tripartite graph is one of the commonest topological structures in social tagging systems such as Delicious, which has three types of nodes (i.e., users, URLs and tags). Tradit…
A parameter free similarity index based on clustering ability for link prediction in complex networks
Zhihao Wu, Youfang Lin, Yao Zhao
Link prediction in complex network based on solely topological information is a challenging problem. In this paper, we propose a novel similarity index, which is efficient and para…