Haoyang Fang

According to our database, Haoyang Fang authored at least 9 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Does Multimodality Lead to Better Time Series Forecasting?

Xiyuan Zhang, Boran Han, Haoyang Fang, Abdul Fatir Ansari, Shuai Zhang, Danielle C. Maddix, Cuixiong Hu, Andrew Gordon Wilson, Michael W. Mahoney, Hao Wang, Yan Liu, Huzefa Rangwala, George Karypis, Bernie Wang

CoRR, June, 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 Türkmen, Cuixiong Hu, Huzefa Rangwala, Ying Nian Wu, Yuyang Wang, George Karypis

CoRR, May, 2025

Effectively Steer LLM To Follow Preference via Building Confident Directions.

Bingqing Song, Boran Han, Shuai Zhang, Hao Wang, Haoyang Fang, Bonan Min, Yuyang Wang, Mingyi Hong

CoRR, March, 2025

2024

AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models.

Zhiqiang Tang, Haoyang Fang, Su Zhou, Taojiannan Yang, Zihan Zhong, Tony Hu, Katrin Kirchhoff, George Karypis

CoRR, 2024

Data Augmentation for Object Detection via Controllable Diffusion Models.

Haoyang Fang, Boran Han, Shuai Zhang, Su Zhou, Cuixiong Hu, Wenming Ye

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model.

Zihan Zhong, Zhiqiang Tang, Tong He, Haoyang Fang, Chun Yuan

Proceedings of the Twelfth International Conference on Learning Representations, 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

Proceedings of the International Conference on Automated Machine Learning, 2024

2023

A Transformer-Based Substitute Recommendation Model Incorporating Weakly Supervised Customer Behavior Data.

Wenting Ye, Hongfei Yang, Shuai Zhao, Haoyang Fang, Xingjian Shi, Naveen Neppalli

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

2019

DAWN: Dual Augmented Memory Network for Unsupervised Video Object Tracking.

Zhenmei Shi, Haoyang Fang, Yu-Wing Tai, Chi-Keung Tang

CoRR, 2019