Kuan-Hao Huang

Educational Background

Ph.D., Computer Science, University of California, Los Angeles – 2023
M.S., Computer Science and Information Engineering, National Taiwan University – 2016
B.S., Computer Science and Information Engineering, National Taiwan University – 2014

- Natural language processing
- Large language models
- Vision-language models
- Multilingual understanding

Ziqi Wang, Hanlin Zhang, Xiner Li, Kuan-Hao Huang, Chi Han, Shuiwang Ji, Sham M. Kakade, Hao Peng, Heng Ji. “Eliminating Position Bias of Language Models: A Mechanistic Approach.” In Proceedings of the Thirteenth International Conference on Learning Representations (ICLR), 2025
Zhenhailong Wang, Joy Hsu, Xingyao Wang, Kuan-Hao Huang, Manling Li, Jiajun Wu, Heng Ji. “Visually Descriptive Language Model for Vector Graphics Reasoning.” Transactions on Machine Learning Research, 2025
Yu Zhou, Bingxuan Li, Mohan Tang, Xiaomeng Jin, Te-Lin Wu, Kuan-Hao Huang, Heng Ji, Kai-Wei Chang, Nanyun Peng. “Contrastive Visual Data Augmentation.” In Proceedings of the Forty-Second International Conference on Machine Learning (ICML), 2025
Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji. “TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction.” In Findings of the Association for Computational Linguistics: ACL (ACL-Findings), 2024
Kuan-Hao Huang, Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang. “Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training.” In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021