GitHub

LangChain integration for SAP HANA Cloud

Python Environment: Ensure you have Python 3.9 or higher installed. SAP HANA Cloud: Access to a running SAP HANA Cloud instance. The HanaDB class is used to connect to SAP HANA Cloud Vector Engine.
marktechpost

Comparing Memory Systems for LLM Agents: Vector, Graph, and Event Logs

Vector Tiered vector (MemGPT-style virtual context) Working set + vector archive Better reuse of important info, bounded context size Paging policy errors, per-agent divergence Graph Temporal KG ...
GitHub

Enhancing Map Accuracy and Consistency with Normal Vector-Assisted Mapping

This work has been accepted to IEEE Robotics and Automation Letters (RA-L 2025). illustrates a real-world scenario where the double-sided mapping issue arises, presenting examples of both erroneous ...
IEEE

Long and Short-Range Dependency Graph Structure Learning Framework on Point Cloud

Abstract: Graph convolutional neural networks can effectively process geometric data and thus have been successfully used in point cloud data representation. However, existing graph-based methods ...
IEEE

Point Cloud Compression Based on Joint Optimization of Graph Transform and Entropy Coding for Efficient Data Broadcasting

Abstract: The worldwide commercialization of fifth generation (5G) wireless networks are pushing toward the deployment of immersive and high-quality VR-based telepresence systems. Among them, 3D ...