activity
20242026
most citedLLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.LG2025

R^2-HGP: A Double-Regularized Gaussian Process for Heterogeneous Transfer Learning

Duo Wang, Xinming Wang, Chao Wang +2

Multi-output Gaussian process (MGP) models have attracted significant attention for their flexibility and uncertainty-quantification capabilities, and have been widely adopted in m…

cs.LG2025

UniGTE: Unified Graph-Text Encoding for Zero-Shot Generalization across Graph Tasks and Domains

Duo Wang, Yuan Zuo, Guangyue Lu +1

Generalizing to unseen graph tasks without task-specific supervision is challenging: conventional graph neural networks are typically tied to a fixed label space, while large langu…