2 citations · 3 across the 3 of their papers we have counts for
4 papers
When Does Blockwise Additivity Break? Diagnosing and Repairing the Additive Assumption in Distillation-Based Architecture Search
Yuefeng Xu, Jun Yu
Blockwise distillation methods for architecture search, such as DNA, DONNA, LANA and Puzzle, score each candidate replacement block in isolation and assemble a child network by min…
Leveraging Large Language Model to Generate a Novel Metaheuristic Algorithm with CRISPE Framework
Rui Zhong, Yuefeng Xu, Chao Zhang +1
In this paper, we borrow the large language model (LLM) ChatGPT-3.5 to automatically and quickly design a new metaheuristic algorithm (MA) with only a small amount of input. The no…
Efficient Multiplayer Battle Game Optimizer for Adversarial Robust Neural Architecture Search
Rui Zhong, Yuefeng Xu, Chao Zhang +1
This paper introduces a novel metaheuristic algorithm, known as the efficient multiplayer battle game optimizer (EMBGO), specifically designed for addressing complex numerical opti…
Multiplayer Battle Game-Inspired Optimizer for Complex Optimization Problems
Yuefeng Xu, Rui Zhong, Chao Zhang +1
Various popular multiplayer battle royale games share a lot of common elements. Drawing from our observations, we summarized these shared characteristics and subsequently proposed…