Xiuyu Li(李岫宇)

博士生

Berkeley Artificial Intelligence Research Lab University of California, Berkeley;Meta

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基本信息

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个人简介

My research focuses on efficient deep learning algorithms and systems, particularly for Large Language Models and Generative AI. I am committed to leveraging AI to develop reliable real-world applications.

研究兴趣

论文共 27 篇作者统计合作学者相似作者

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NVILA: Efficient Frontier Visual Language Models

Zhijian Liu,Ligeng Zhu, Baifeng Shi,Zhuoyang Zhang, Yuming Lou,Shang Yang, Haocheng Xi, Shiyi Cao,Yuxian Gu,Dacheng Li,Xiuyu Li, Haotian Tang, Yunhao Fang,Yukang Chen,Cheng-Yu Hsieh,De-An Huang,An-Chieh Cheng,Jinyi Hu,Sifei Liu,Ranjay Krishna,Pavlo Molchanov,Jan Kautz, Danny Yin,Song Han, Yao Lu

CVPR 2025 (2025)

引用0浏览0EI引用

SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity

Samir Khaki,Xiuyu Li, Junxian Guo,Ligeng Zhu, Konstantinos N (Kostas) Plataniotis,Amir Yazdanbakhsh,Kurt Keutzer,Song Han,Zhijian Liu

ICML 2025 (2025)

引用0浏览0引用

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Haocheng Xi, Shuo Yang, Yilong Zhao,Chenfeng Xu,Muyang Li,Xiuyu Li,Yujun Lin,Han Cai, Jintao Zhang,Dacheng Li,Jianfei Chen,Ion Stoica,Kurt Keutzer,Song Han

ICML 2025 (2025)

引用0浏览0EI引用

Learning Adaptive Parallel Reasoning with Language Models

Jiayi Pan,Xiuyu Li,Long Lian,Charlie Snell,Yifei Zhou,Adam Yala,Trevor Darrell,Kurt Keutzer,Alane Suhr

arxiv（2025）

引用0浏览0引用

LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Yukang Chen,Fuzhao Xue,Dacheng Li,Qinghao Hu,Ligeng Zhu,Xiuyu Li,Yunhao Fang,Haotian Tang,Shang Yang,Zhijian Liu,Ethan He,Hongxu Yin,Pavlo Molchanov,Jan Kautz,Jim Fan,Yuke Zhu, Yao Lu,Song Han

ICLR 2025（2025）

引用0浏览0EI引用

SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models

Muyang Li,Yujun Lin, Zhekai Zhang,Tianle Cai,Xiuyu Li, Junxian Guo, Enze Xie,Chenlin Meng,Jun-Yan Zhu,Song Han

ICLR 2025（2025）

引用0浏览0引用

Token-Efficient Long Video Understanding for Multimodal LLMs

Jindong Jiang,Xiuyu Li,Zhijian Liu,Muyang Li,Guo Chen,Zhiqi Li,De-An Huang,Guilin Liu,Zhiding Yu,Kurt Keutzer,Sungjin Ahn,Jan Kautz,Hongxu Yin,Yao Lu,Song Han,Wonmin Byeon

CoRR (2025)

引用0浏览0EI引用

S*: Test Time Scaling for Code Generation

Dacheng Li, Shiyi Cao, Chengkun Cao,Xiuyu Li, Shangyin Tan,Kurt Keutzer, Jiarong Xing,Joseph E. Gonzalez,Ion Stoica

CoRR (2025)

引用0浏览0EI引用

Sparse VideoGen2: Accelerate Video Generation with Sparse Attention Via Semantic-Aware Permutation

Shuo Yang,Haocheng Xi,Yilong Zhao,Muyang Li, Jintao Zhang,Han Cai,Yujun Lin,Xiuyu Li,Chenfeng Xu, Kelly Peng,Jianfei Chen,Song Han,Kurt Keutzer,Ion Stoica

arxiv（2025）

引用0浏览0引用

LLoCO: Learning Long Contexts Offline

Sijun Tan,Xiuyu Li,Shishir G Patil, Ziyang Wu,Tianjun Zhang,Kurt Keutzer,Joseph E. Gonzalez,Raluca Ada Popa

EMNLP 2024 (2024): 17605-17621

引用15浏览0EI引用

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作者统计

#Papers: 26

#Citation: 1073

H-Index: 8

G-Index: 13

Sociability: 5

Diversity: 1

Activity: 46

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