| 2026 | AAAI | OmniScale: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo. | Qianli Ma, Yaowei Zheng, Zhelun Shi, Zhongkai Zhao, Bin Jia, Ziyue Huang, Zhiqi Lin, Youjie Li, Jiacheng Yang, Yanghua Peng, Zhi Zhang, Xin Liu |
| 2025 | EMNLP | Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents. | Ziyang Miao, Qiyu Sun, Jingyuan Wang, Yuchen Gong, Yaowei Zheng, Shiqi Li, Richong Zhang |
| 2024 | ACL | LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models. | Yaowei Zheng, Richong Zhang, Junhao Zhang, Yanhan Ye, Zheyan Luo |
| 2024 | WWW | DualCL: Principled Supervised Contrastive Learning as Mutual Information Maximization for Text Classification. | Junfan Chen, Richong Zhang, Yaowei Zheng, Qianben Chen, Chunming Hu, Yongyi Mao |
| 2021 | CVPR | Regularizing Neural Networks via Adversarial Model Perturbation. | Yaowei Zheng, Richong Zhang, Yongyi Mao |
| 2021 | IJCAI | Robust Regularization with Adversarial Labelling of Perturbed Samples. | Xiaohui Guo, Richong Zhang, Yaowei Zheng, Yongyi Mao |
| 2020 | AAAI | Replicate, Walk, and Stop on Syntax: An Effective Neural Network Model for Aspect-Level Sentiment Classification. | Yaowei Zheng, Richong Zhang, Samuel Mensah, Yongyi Mao |
| 2020 | WWW | Anchored Model Transfer and Soft Instance Transfer for Cross-Task Cross-Domain Learning: A Study Through Aspect-Level Sentiment Classification. | Yaowei Zheng, Richong Zhang, Suyuchen Wang, Samuel Mensah, Yongyi Mao |