3 papers
cs.LG2026
Extractive summarization on a CMOS Ising machine
Ziqing Zeng, Abhimanyu Kumar, Ahmet Efe +4
Extractive summarization (ES) aims to generate a concise summary by selecting a subset of sentences from a document while maximizing relevance and minimizing redundancy. Although m…
cs.ET2025
On Solving Structured SAT on Ising Machines: A Semiprime Factorization Study
Ahmet Efe, Hüsrev Cılasun, Abhimanyu Kumar +9
Ising machines are emerging as a new technology for solving various classes of computationally hard problems of practical importance, yet their limits on structured SAT workloads,…
physics.comp-ph2025
Supporting Higher-Order Interactions in Practical Ising Machines
Nafisa Sadaf Prova, Hüsrev Cılasun, Abhimanyu Kumar +3
Ising machines as hardware solvers of combinatorial optimization problems (COPs) can efficiently explore large solution spaces due to their inherent parallelism and physics-based d…