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Vikas Singh — most-cited papers & profile · Large Language Models
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·
overview
Vikas Singh
14
papers ·
0
citations ·
30
h-index
Gwangju Institute of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Concept Attractors in LLMs and their Applications
2026
You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling
2021
Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens
2023
Top co-authors
Zhanpeng Zeng
· 2
Aston Zhang
· 1
Cole Hawkins
· 1
Glenn Fung
· 1
Mingyi Hong
· 1
Nikolaos Pappas
· 1
Sathya N. Ravi
· 1
Shailesh Acharya
· 1
Shuai Zheng
· 1
Sotirios Panagiotis Chytas
· 1
Yunyang Xiong
· 1
Topics
RAG
attention
Efficiency
Model Architecture
Training Techniques