Hi, I am Zihang (You can also call me Henry). I am a master student at Berkeley EECS. I have the privilege to work with Prof. Yaoqing Yang from Dartmouth College and Prof. Michael Mahoney from UC Berkeley.
My research focus is to improve the robustness and efficiency of learning models from the perspectives of weight matrices, high-dimensional feature space, and loss landscapes. I also use these techniques in applications like vision and scientific problems.
🔥 News
- 2024.11: Gave a presentation at EMNLP 2024 on model diagnosis, check out the live recording here.
- 2024.09: Excited to share that our work “Model Balancing Helps Low-data Training and Fine-tuning” is accepted by EMNLP 2024 as Oral Presentation.
📝 Publications
EMNLP 2024
Model Balancing Helps Low-data Training and Fine-tuning
Zihang Liu, Yuanzhe Hu, Tianyu Pang, Yefan Zhou, Pu Ren, Yaoqing Yang
EMNLP 2024 Oral