3 papers
cs.AI2026
Hippocampus: An Efficient and Scalable Memory Module for Agentic AI
Yi Li, Lianjie Cao, Faraz Ahmed +2
Agentic AI require persistent memory to store user-specific histories beyond the limited context window of LLMs. Existing memory systems use dense vector databases or knowledge-gra…
cs.AR2025
Knowledge-Driven Hybrid SSD Management Enhanced by Fine-Tuned LLMs
Qian Wei, Yi Li, Zehao Chen +4
A hybrid Solid-State Drives (SSDs) integrates different modes of flash cells (e.g., single-level cell (SLC) and Quad-Level Cell (QLC)) and enables them to convert between each othe…
cs.LG2024
YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training
Yi Li, Zhichun Guo, Guanpeng Li +1
Graph neural networks (GNNs) have become essential tools for analyzing non-Euclidean data across various domains. During training stage, sampling plays an important role in reducin…