3 papers
cs.AR2026
CHIPSMORE: Compute-in-Interconnect and -Memory Chiplets for Multi-Mode Multi-Request LLM Inference Acceleration
Yue Jiet Chong, Yimin Wang, Zhen Wu +3
Large language model (LLM) inference exhibits substantial variability across adaptation modes, context lengths, and request concurrency, creating challenges for maintaining high ut…
cs.AI2025
FourierCSP: Differentiable Constraint Satisfaction Problem Solving by Walsh-Fourier Expansion
Yunuo Cen, Zixuan Wang, Jintao Zhang +2
The Constraint-satisfaction problem (CSP) is fundamental in mathematics, physics, and theoretical computer science. Continuous local search (CLS) solvers, as recent advancements, c…
cs.AI2024
Analysis of Higher-Order Ising Hamiltonians
Yunuo Cen, Zhiwei Zhang, Zixuan Wang +2
It is challenging to scale Ising machines for industrial-level problems due to algorithm or hardware limitations. Although higher-order Ising models provide a more compact encoding…