1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2025
GRAFT: Grid-Aware Load Forecasting with Multi-Source Textual Alignment and Fusion
Fangzhou Lin, Guoshun He, Zhenyu Guo +2
Electric load is simultaneously affected across multiple time scales by exogenous factors such as weather and calendar rhythms, sudden events, and policies. Therefore, this paper p…
cs.LG2025
Decoupling Knowledge and Reasoning in Transformers: A Modular Architecture with Generalized Cross-Attention
Zhenyu Guo, Wenguang Chen
Transformers have achieved remarkable success across diverse domains, but their monolithic architecture presents challenges in interpretability, adaptability, and scalability. This…
cs.CL2024★ 1 cited
SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation
Yuzheng Cai, Zhenyue Guo, Yiwen Pei +2
Recent advancements in large language models (LLMs) have shown impressive versatility across various tasks. To eliminate their hallucinations, retrieval-augmented generation (RAG)…