Ziyu Liu

Research on User Segmentation based on RFL Model and K-means Clustering Algorithm

2015 · Advances in intelligent systems research/Advances in Intelligent Systems Research

With the rapidly shifting dynamics of the current market, the companies are seeking a more thorough method to research the preferences of their target market. As such, data mining models of user segmentation are often …

Towards Understanding Chinese Checkers with Heuristics, Monte Carlo Tree Search, and Deep Reinforcement Learning

2019 · arXiv (Cornell University)

The game of Chinese Checkers is a challenging traditional board game of perfect information that differs from other traditional games in two main aspects: first, unlike Chess, all checkers remain indefinitely in the game and …

MirrorNet: A TEE-Friendly Framework for Secure On-Device DNN Inference

2023

Deep neural network (DNN) models have become prevalent in edge devices for real-time inference. However, they are vulnerable to model extraction attacks and require protection. Existing defense approaches either fail to fully safeguard model confidentiality …