3 papers
cs.AR2026
CAMP: Context-Aware Mapping and Placement for LLMs on 3D-IMC Arrays
Orhun Görkem, Athanasios Vasilopoulos, Georgios Pagonis +6
Large Language Models (LLMs) incur severe memory-access overheads due to the cost of loading large weight matrices and key-value (KV) caches. Analog In-Memory Computing (AIMC) is a…
cs.SE2026
HELIX: HEterogeneous LLM Inference with FleXible and Fine-Grained Partitioning
Victoria Clerico, William Simon, Corey Liam Lammie +6
LLM inference is inherently heterogeneous, with performance bottlenecks shifting throughout inference phases down to individual operators. This has motivated heterogeneous serving…
cs.GT2021
Optimism brings accurate perception in Iterated Prisoner's Dilemma
Orhun Gorkem, Haluk O. Bingol
We analyze an extended model of the Iterated Prisoner's Dilemma where agents decide to play based on the data from their limited memory or recommendations. The cooperators can deci…