Fang, Haoyang

4 publications

NeurIPS 2025 MLZero: A Multi-Agent System for End-to-End Machine Learning Automation Haoyang Fang, Boran Han, Nick Erickson, Xiyuan Zhang, Su Zhou, Anirudh Dagar, Jiani Zhang, Ali Caner Turkmen, Cuixiong Hu, Huzefa Rangwala, Ying Nian Wu, Bernie Wang, George Karypis

AutoML 2024 AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models Zhiqiang Tang, Haoyang Fang, Su Zhou, Taojiannan Yang, Zihan Zhong, Cuixiong Hu, Katrin Kirchhoff, George Karypis

ICLR 2024 Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model Zihan Zhong, Zhiqiang Tang, Tong He, Haoyang Fang, Chun Yuan

WACV 2024 Data Augmentation for Object Detection via Controllable Diffusion Models Haoyang Fang, Boran Han, Shuai Zhang, Su Zhou, Cuixiong Hu, Wen-Ming Ye