Yang You

Yang You

National University of Singapore

H-index: 24

Asia-Singapore

About Yang You

Yang You, With an exceptional h-index of 24 and a recent h-index of 22 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of Machine Learning Systems, High Performance Computing, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Response length perception and sequence scheduling: An llm-empowered llm inference pipeline

Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning

How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning?

AutoChunk: Automated Activation Chunk for Memory-Efficient Long Sequence Inference

Two Trades is not Baffled: Condense Graph via Crafting Rational Gradient Matching

Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization

Summarizing Stream Data for Memory-Constrained Online Continual Learning

Must: Maximizing Latent Capacity of Spatial Transcriptomics Data

Yang You Information

University

Position

Presidential Young Professor

Citations(all)

4129

Citations(since 2020)

3786

Cited By

1346

hIndex(all)

24

hIndex(since 2020)

22

i10Index(all)

51

i10Index(since 2020)

46

Email

University Profile Page

National University of Singapore

Google Scholar

View Google Scholar Profile

Yang You Skills & Research Interests

Machine Learning Systems

High Performance Computing

Artificial Intelligence

Top articles of Yang You

Title

Journal

Author(s)

Publication Date

Response length perception and sequence scheduling: An llm-empowered llm inference pipeline

Advances in Neural Information Processing Systems

Zangwei Zheng

Xiaozhe Ren

Fuzhao Xue

Yang Luo

Xin Jiang

...

2024/2/13

Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning

arXiv preprint arXiv:2402.15751

Yong Liu

Zirui Zhu

Chaoyu Gong

Minhao Cheng

Cho-Jui Hsieh

...

2024/2/24

How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning?

arXiv preprint arXiv:2404.12866

Yang Luo

Zangwei Zheng

Zirui Zhu

Yang You

2024/4/19

AutoChunk: Automated Activation Chunk for Memory-Efficient Long Sequence Inference

arXiv preprint arXiv:2401.10652

Xuanlei Zhao

Shenggan Cheng

Guangyang Lu

Jiarui Fang

Haotian Zhou

...

2024/1/19

Two Trades is not Baffled: Condense Graph via Crafting Rational Gradient Matching

arXiv preprint arXiv:2402.04924

Tianle Zhang

Yuchen Zhang

Kun Wang

Kai Wang

Beining Yang

...

2024/2/7

Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization

arXiv preprint arXiv:2403.00798

Zirui Zhu

Yong Liu

Zangwei Zheng

Huifeng Guo

Yang You

2024/2/23

Summarizing Stream Data for Memory-Constrained Online Continual Learning

Proceedings of the AAAI Conference on Artificial Intelligence

Jianyang Gu

Kai Wang

Wei Jiang

Yang You

2024/3/24

Must: Maximizing Latent Capacity of Spatial Transcriptomics Data

arXiv preprint arXiv:2401.07543

Zelin Zang

Liangyu Li

Yongjie Xu

Chenrui Duan

Kai Wang

...

2024/1/15

Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching

arXiv preprint arXiv:2402.05011

Yuchen Zhang

Tianle Zhang

Kai Wang

Ziyao Guo

Yuxuan Liang

...

2024/2/7

Neural Network Diffusion

arXiv preprint arXiv:2402.13144

Kai Wang

Zhaopan Xu

Yukun Zhou

Zelin Zang

Trevor Darrell

...

2024/2/20

DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers

arXiv preprint arXiv:2403.10266

Xuanlei Zhao

Shenggan Cheng

Zangwei Zheng

Zheming Yang

Ziming Liu

...

2024/3/15

KMT-PLL: K-Means Cross-Attention Transformer for Partial Label Learning

IEEE Transactions on Neural Networks and Learning Systems

Jinfu Fan

Linqing Huang

Chaoyu Gong

Yang You

Min Gan

...

2024/1/9

RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents

arXiv preprint arXiv:2402.03610

Tomoyuki Kagaya

Thong Jing Yuan

Yuxuan Lou

Jayashree Karlekar

Sugiri Pranata

...

2024/2/6

Does graph distillation see like vision dataset counterpart?

Beining Yang

Kai Wang

Qingyun Sun

Cheng Ji

Xingcheng Fu

...

2023

FastFold: Optimizing AlphaFold Training and Inference on GPU Clusters

Shenggan Cheng

Xuanlei Zhao

Guangyang Lu

Jiarui Fang

Tian Zheng

...

2024/3/2

Openmoe: An early effort on open mixture-of-experts language models

arXiv preprint arXiv:2402.01739

Fuzhao Xue

Zian Zheng

Yao Fu

Jinjie Ni

Zangwei Zheng

...

2024/1/29

To repeat or not to repeat: Insights from scaling llm under token-crisis

Advances in Neural Information Processing Systems

Fuzhao Xue

Yao Fu

Wangchunshu Zhou

Zangwei Zheng

Yang You

2024/2/13

Self-filling evidential clustering for partial multi-view data

Expert Systems with Applications

Chaoyu Gong

Yang You

2024/3/1

Sparse Reconstructive Evidential Clustering for Multi-View Data

IEEE/CAA Journal of Automatica Sinica

Chaoyu Gong

Yang You

2024/1/29

An evidential multi-target domain adaptation method based on weighted fusion for cross-domain pattern classification

IEEE Transactions on Neural Networks and Learning Systems

Linqing Huang

Wangbo Zhao

Yong Liu

Duo Yang

Alan Wee-Chung Liew

...

2023/5

See List of Professors in Yang You University(National University of Singapore)