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

1 citations · 1 across the 4 of their papers we have counts for

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cs.AI2026

OptiSkill: A Hierarchical and Evolving SkillBank for LLM-Based Optimization Modeling

Ruiqing Zhao, Rui Liu, Yuan Zuo +3

Automated operations research (OR) modeling requires LLMs to translate natural-language decision problems into correct mathematical programs. Existing methods can improve individua…

cs.LG2026

Feature to Dynamics: Feature-space to Autoregression strategy for Zero-shot Time Series Forecasting

Yifan Wu, Junjie Wu, Kai Wu +2

Zero-shot time series forecasting aims to predict future values for previously unseen series, requiring models to generalize temporal dynamics beyond the training distribution. Whi…