Ligeng Zhu

博士生

Department of Electrical Engineering and Computer Science School of Engineering, Massachusetts Institute of Technology

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基本信息

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个人简介

My research interests focus on efficient designs for edge computing. During my undergrade, I worked with Prof. Brian Funt on colour vision, and Prof. Ping Tan on attribute recognition.

研究兴趣

论文共 38 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)

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Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Chengyue Wu, Hao Zhang,Shuchen Xue,Zhijian Liu, Shizhe Diao,Ligeng Zhu,Ping Luo,Song Han,Enze Xie

arxiv（2025）

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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)

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VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation

Yecheng Wu,Zhuoyang Zhang, Junyu Chen,Haotian Tang,Dacheng Li,Yunhao Fang,Ligeng Zhu,Enze Xie,Hongxu Yin,Li Yi,Song Han,Yao Lu

ICLR 2025（2025）

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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）

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SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer

Enze Xie,Junsong Chen,Yuyang Zhao,Jincheng YU,Ligeng Zhu,Yujun Lin,Zhekai Zhang,Muyang Li, Junyu Chen,Han Cai, Bingchen Liu,Zhou Daquan,Song Han

ICML 2025 (2025)

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SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers

Enze Xie,Junsong Chen, Junyu Chen,Han Cai,Haotian Tang,Yujun Lin,Zhekai Zhang,Muyang Li,Ligeng Zhu,Yao Lu,Song Han

ICLR 2025（2025）

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COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training

Haocheng Xi,Han Cai,Ligeng Zhu,Yao Lu,Kurt Keutzer,Jianfei Chen,Song Han

ICLR 2025 (2025)

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LIFT: Efficient Layer-wise Fine-tuning for Large Model Models

Ligeng Zhu,Lanxiang Hu,Ji Lin,Song Han

ICLR 2024 (2024)

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Wolf: Dense Video Captioning with a World Summarization Framework

Boyi Li,Ligeng Zhu, Ran Tian,Shuhan Tan, Yuxiao Chen, Yao Lu,Yin Cui,Sushant Veer,Max Ehrlich,Jonah Philion,Xinshuo Weng,Fuzhao Xue, Linxi Fan, Yuke Zhu, Jan Kautz,Andrew Tao,Ming-Yu Liu,Sanja Fidler,Boris Ivanovic,Trevor Darrell,Jitendra Malik,Song Han,Marco Pavone

CoRR（2024）

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作者统计

#Papers: 37

#Citation: 6817

H-Index: 16

G-Index: 22

Sociability: 5

Diversity: 2

Activity: 27

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