research directions

DataFunSummit

Jul 28, 2024 · Artificial Intelligence

Leveraging Large Language Models for Graph Learning: Opportunities, Current Progress, and Future Directions

This article reviews why large language models can be applied to graph learning, outlines their capabilities and graph data characteristics, surveys current research across different graph types and LLM roles, and proposes future research directions for unified cross‑domain graph learning.

AIGraph Neural NetworksMultimodal

0 likes · 19 min read

Leveraging Large Language Models for Graph Learning: Opportunities, Current Progress, and Future Directions

Architects' Tech Alliance

Jan 16, 2023 · Fundamentals

Overview and Research Directions of Storage Class Memory (SCM)

This article introduces Storage Class Memory (SCM), a non‑volatile memory technology faster than NAND but slower than DRAM, outlines its main types such as PCM, ReRAM, MRAM and NRAM, and discusses eight research topics ranging from system organization to security and software optimization.

Memory TechnologyNon-Volatile MemorySCM

0 likes · 15 min read

Overview and Research Directions of Storage Class Memory (SCM)