1 citations · 1 across the 4 of their papers we have counts for
4 papers
Just-In-Time Piecewise-Linear Semantics for ReLU-type Networks
Hongyi Duan, Haoyang Liu, Jian'an Zhang +2
We present a JIT PL semantics for ReLU-type networks that compiles models into a guarded CPWL transducer with shared guards. The system adds hyperplanes only when operands are affi…
Rethinking Selectivity in State Space Models: A Minimal Predictive Sufficiency Approach
Yiyi Wang, Jian'an Zhang, Hongyi Duan +2
State Space Models (SSMs), particularly recent selective variants like Mamba, have emerged as a leading architecture for sequence modeling, challenging the dominance of Transformer…
A case study of the Lunger phenomenon based on multiple algorithms
Zhang Jianan, Wang Yiyi, Duan Hongyi +1
In this study, we conduct a thorough and meticulous examination of the Runge phenomenon. Initially, we engage in an extensive review of relevant literature, which aids in delineati…
Analyzing Bridge Resonance and Lateral Vibrations Using String Vibration Principles
Zhang Jianan, Wang yiyi, Duan Hongyi +1
This article investigates the lateral vibration and resonance of bridges, crucial for transportation network integrity and traffic safety. It aims to understand the underlying prin…