2 papers
cs.AI2026
MemoryLake on MemoryArena: A Matched Study of Agent Memory Backends
Chaoqun Zhan, Qiang Zhou, Guannan Li +2
Most agent-memory benchmarks test post-hoc recall, whereas MemoryArena evaluates whether memory supports interdependent, multi-session task completion. We compare MemoryLake, a str…
cs.DC2026
Agentic Kernel Optimization: Generating State-of-the-Art GPU Kernels Without Hand-Written CUDA
Mao Luo, Hongbin Li, Feng Lin +2
We study whether general-purpose code agents can produce state-of-the-art GPU kernels without any manually written CUDA code. We investigate this question using representative work…