Beihang University
37 Xueyuan Rd., Haidian Dist.
Beijing, China, 100191
- 2022.09-Present School of Computer Science and Engineering, Beihang University Ph.D.
- 2017.09-2021.06 Shen Yuan Honors College, Beihang University B.Eng.
- Natural Language Processing
- Large Language Models
- Natural Language: Chinese (Native); English (CET-6); Japanese (JLPT-N2)
- Programming Language: Python; C++; Java; JavaScript; PHP; Go; Verilog HDL; MATLAB
- Typesetting Language: LaTeX; Markdown
- Programming Framework: PyTorch; TensorFlow
Publications (Google Scholar, DBLP, Semantic Scholar, ORCID)
- Yaowei Zheng, Richong Zhang, Junhao Zhang, Yanhan Ye, Zheyan Luo and Yongqiang Ma: LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models. Preprint. [arXiv]
- Junfan Chen, Richong Zhang, Yaowei Zheng, Qianben Chen, Chunming Hu and Yongyi Mao: DualCL: Principled Supervised Contrastive Learning as Mutual Information Maximization for Text Classification. WWW2024. [arXiv][Code]
- Richong Zhang, Qianben Chen, Yaowei Zheng, Samuel Mensah and Yongyi Mao: Aspect-level Sentiment Analysis via a Syntax-based Neural Network. IEEE/ACM Transactions on Audio, Speech, and Language Processing. [DOI]
- Xiaohui Guo, Richong Zhang, Yaowei Zheng and Yongyi Mao: Robust Regularization with Adversarial Labelling of Perturbed Samples. IJCAI2021. [DOI][arXiv]
- Yaowei Zheng, Richong Zhang and Yongyi Mao: Regularizing Neural Networks via Adversarial Model Perturbation. CVPR2021. [DOI][arXiv][Code][Poster][Video]
- Yaowei Zheng, Richong Zhang, Suyuchen Wang, Samuel Mensah and Yongyi Mao: Anchored Model Transfer and Soft Instance Transfer for Cross-Task Cross-Domain Learning: A Study Through Aspect-Level Sentiment Classification. WWW2020. [DOI]
- Yaowei Zheng, Richong Zhang, Samuel Mensah and Yongyi Mao: Replicate, Walk, and Stop on Syntax: an Effective Neural Network Model for Aspect-Level Sentiment Classification. AAAI2020. [DOI][Code]
- Conference Reviewer: AAAI, EMNLP, NAACL, COLING
- Journal Reviewer: Neural Computation