Alert button
Picture for Danyang Zhuo

Danyang Zhuo

Alert button

Duke University

Adaptive Skeleton Graph Decoding

Feb 19, 2024
Shuowei Jin, Yongji Wu, Haizhong Zheng, Qingzhao Zhang, Matthew Lentz, Z. Morley Mao, Atul Prakash, Feng Qian, Danyang Zhuo

Viaarxiv icon

Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native

Jan 17, 2024
Yao Lu, Song Bian, Lequn Chen, Yongjun He, Yulong Hui, Matthew Lentz, Beibin Li, Fei Liu, Jialin Li, Qi Liu, Rui Liu, Xiaoxuan Liu, Lin Ma, Kexin Rong, Jianguo Wang, Yingjun Wu, Yongji Wu, Huanchen Zhang, Minjia Zhang, Qizhen Zhang, Tianyi Zhou, Danyang Zhuo

Viaarxiv icon

Curator: Efficient Indexing for Multi-Tenant Vector Databases

Jan 13, 2024
Yicheng Jin, Yongji Wu, Wenjun Hu, Bruce M. Maggs, Xiao Zhang, Danyang Zhuo

Viaarxiv icon

Fairness in Serving Large Language Models

Dec 31, 2023
Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica

Viaarxiv icon

Punica: Multi-Tenant LoRA Serving

Oct 28, 2023
Lequn Chen, Zihao Ye, Yongji Wu, Danyang Zhuo, Luis Ceze, Arvind Krishnamurthy

Figure 1 for Punica: Multi-Tenant LoRA Serving
Figure 2 for Punica: Multi-Tenant LoRA Serving
Figure 3 for Punica: Multi-Tenant LoRA Serving
Figure 4 for Punica: Multi-Tenant LoRA Serving
Viaarxiv icon

Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis

Jun 06, 2023
Xiang Chen, Zhao Song, Baocheng Sun, Junze Yin, Danyang Zhuo

Figure 1 for Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis
Figure 2 for Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis
Figure 3 for Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis
Figure 4 for Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis
Viaarxiv icon

Adaptive and Dynamic Multi-Resolution Hashing for Pairwise Summations

Dec 21, 2022
Lianke Qin, Aravind Reddy, Zhao Song, Zhaozhuo Xu, Danyang Zhuo

Viaarxiv icon

A Faster $k$-means++ Algorithm

Nov 28, 2022
Jiehao Liang, Somdeb Sarkhel, Zhao Song, Chenbo Yin, Danyang Zhuo

Figure 1 for A Faster $k$-means++ Algorithm
Figure 2 for A Faster $k$-means++ Algorithm
Figure 3 for A Faster $k$-means++ Algorithm
Figure 4 for A Faster $k$-means++ Algorithm
Viaarxiv icon

Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing

Nov 25, 2022
Josh Alman, Jiehao Liang, Zhao Song, Ruizhe Zhang, Danyang Zhuo

Viaarxiv icon

Training Overparametrized Neural Networks in Sublinear Time

Aug 09, 2022
Hang Hu, Zhao Song, Omri Weinstein, Danyang Zhuo

Viaarxiv icon