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Yingyu Liang — most-cited papers & profile · Large Language Models
← authors
·
overview
Yingyu Liang
4
papers ·
65
citations ·
34
h-index
University of Hong Kong
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Conv-basis: A New Paradigm For Efficient Attention Inference And Gradient Computation In Transformers
2024 · 36 citations
Bypassing The Exponential Dependency: Looped Transformers Efficiently Learn In-context By Multi-step Gradient Descent
2024 · 27 citations
HSR-Enhanced Sparse Attention Acceleration
2024 · 2 citations
Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction
2024
Top co-authors
Zhenmei Shi
· 2
Bo Chen
· 1
Bo Chen
· 1
Heshan Liu
· 1
Shafiq Joty
· 1
Xiaoyu Li
· 1
Xuan-Phi Nguyen
· 1
Yifei Ming
· 1
Zhao Song
· 1
Zhenmei Shi
· 1
Zhizhou Sha
· 1
Topics
Model Architecture
Efficiency
RAG
Training Techniques
In-Context Learning
Evaluation