1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.DB2024
FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-Point Data
Xinyu Chen, Jiannan Tian, Ian Beaver +4
While both the database and high-performance computing (HPC) communities utilize lossless compression methods to minimize floating-point data size, a disconnect persists between th…
cs.LG2023★ 1 cited
Understanding Deep Neural Networks via Linear Separability of Hidden Layers
Chao Zhang, Xinyu Chen, Wensheng Li +3
In this paper, we measure the linear separability of hidden layer outputs to study the characteristics of deep neural networks. In particular, we first propose Minkowski difference…
cs.GT2023
Improving Quantal Cognitive Hierarchy Model Through Iterative Population Learning
Yuhong Xu, Shih-Fen Cheng, Xinyu Chen
In domains where agents interact strategically, game theory is applied widely to predict how agents would behave. However, game-theoretic predictions are based on the assumption th…