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cs.LG2025
Objective Value Change and Shape-Based Accelerated Optimization for the Neural Network Approximation
Pengcheng Xie, Zihao Zhou, Zijian Zhou
This paper introduce a novel metric of an objective function f, we say VC (value change) to measure the difficulty and approximation affection when conducting an neural network app…
cs.LG2024
Federated Temporal Graph Clustering
Zihao Zhou, Yang Liu, Xianghong Xu +1
Temporal graph clustering is a complex task that involves discovering meaningful structures in dynamic graphs where relationships and entities change over time. Existing methods ty…