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张 培源

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👋 Hi there!

I am a Research Assistant at Nanyang Technological University supervised by Prof. Ziwei Liu. Before joining NTU, I earned a first-class honors degree in Computer Science from SUTD. My undergraduate study at SUTD was supported by the Singapore Ministry of Education's full scholarship. During that time, I had the privilege of collaborating with Prof. Wei Lu. You can find my CV here.

🌋 Research Interests


My main research interests lie in the intersection of System and ML.

📜 Publications

(*: equal contribution)


OtterHD: A High-Resolution Multi-modality Model

Bo Li*, Peiyuan Zhang*, Jingkang Yang, Yuanhan Zhang, Fanyi Pu, Ziwei Liu

Arxiv preprint 2311.04219.[[paper](https://arxiv.org/abs/2311.04219#:~:text=In this paper%2C we present,visual inputs with granular precision.)]

One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning

Guangtao Zeng*, Peiyuan Zhang*, Wei Lu

ACL 2023 Long Paper. [paper]

Better Few-Shot Relation Extraction with Label Prompt Dropout

Peiyuan Zhang, Wei Lu

EMNLP 2022 Long Paper. [paper]

💡 Projects


TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens. Stars: 6.3K.

🔬 Research Experience


Nanyang Technological University, 10/2023–Present

Reseach Assistant, supervised by Prof. Ziwei Liu

Singapore University of Technilogy and Design, 10/2022– 10/2023

Reseach Assistant, supervised by  Prof. Wei Lu

Singapore Agency of Science, Technology and Research, 05/2020–09/2020

Research Intern

Acknowledgments The template of this personal website is shamelessly brought from here.