2 papers
cs.CL2026
RealMem: Benchmarking LLMs in Real-World Memory-Driven Interaction
Haonan Bian, Zhiyuan Yao, Sen Hu +7
As Large Language Models (LLMs) evolve from static dialogue interfaces to autonomous general agents, effective memory is paramount to ensuring long-term consistency. However, exist…
math.FA2023
Existence of Nontrivial Solutions for the Nonlinear Equation on Locally Finite Graphs
Ziliang Yang, Jiabao Su, Mingzheng Sun
Suppose that be a locally finite and connected graph with symmetric weight and uniformly positive measure, where denotes the vertex set and denotes the edge set.…