|
Peitian Zhang (张配天) I'm a 3rd-year master student at Renmin University of China, advised by Zhicheng Dou. I focus on search models and large language model applications. |
|
Research |
|
Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding
[Paper] [Code] Yan Shu, Zheng Liu, Peitian Zhang, Minghao Qin, Junjie Zhou, Zhengyang Liang, Tiejun Huang, Bo Zhao arXiv, 2024 Enabling high-quality and efficient video understanding over thousands of frames on a single A100 GPU. |
|
MemoRAG: Moving towards Next-Gen RAG Via Memory-Inspired Knowledge Discovery
[Paper] [Code] Hongjin Qian, Peitian Zhang, Zheng Liu, Kelong Mao, Zhicheng Dou arXiv, 2024 Enhancing retrieval-augmented generation (RAG) by acquiring a global understanding of the entire database from a memory module. |
|
Long Context Compression with Activation Beacon
[Paper] [Code] Peitian Zhang, Zheng Liu, Shitao Xiao, Ninglu Shao, Qiwei Ye, Zhicheng Dou arXiv, 2024 A plug-in module for transformer-based LLMs that enables effective, efficient, and flexible compression of long contexts. |
|
Retrieve Anything to Augment Large Language Models
[Paper] [Code] Peitian Zhang, Shitao Xiao, Zheng Liu, Zhicheng Dou, Jian-Yun Nie ACL, 2024 A unified embedding model that supports diverse retrieval augmentation scenarios. |
|
C-Pack: Packed Resources For General Chinese Embeddings
[Paper] [Code] Shitao Xiao, Zheng Liu, Peitian Zhang, Niklas Muennighoff, Defu Lian, Jian-Yun Nie SIGIR, 2024 A package of resources that significantly advance the field of general Chinese embeddings. |
Education |
|
Awards |
|