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Ziyao Huang

4 accepted papers

2026

CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design

ICLR 2026poster

Tackling complex optimization problems often relies on expert-designed heuristics, typically crafted through extensive trial and error. Recent advances demonstrate that large language models (LLMs), when integrated into well-designed evolutionary search frameworks, can autonomously discover high-per…

Cited by 0SourcecodeScholar
2024

Make-Your-Anchor: A Diffusion-based 2D Avatar Generation Framework

CVPR 2024poster

Despite the remarkable process of talking-head-based avatar-creating solutions directly generating anchor-style videos with full-body motions remains challenging. In this study we propose Make-Your-Anchor a novel system necessitating only a one-minute video clip of an individual for training subsequ…

2021

Progressive Domain Expansion Network for Single Domain Generalization

CVPR 2021poster

Single domain generalization is a challenging case of model generalization, where the models are trained on a single domain and tested on other unseen domains. A promising solution is to learn cross-domain invariant representations by expanding the coverage of the training domain. These methods have…

Cited by 193PDFcodeScholar