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Kwang-Ting Cheng — most-cited papers & profile · Large Language Models
← authors
·
overview
Kwang-Ting Cheng
15
papers ·
59
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Fewer Is More: Boosting LLM Reasoning With Reinforced Context Pruning
2023 · 19 citations
RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization
2024
LLM-FP4: 4-Bit Floating-Point Quantized Transformers
2023
EoRA: Training-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation
2024
Top co-authors
Shih-yang Liu
· 2
Xijie Huang
· 2
Charbel Sakr
· 1
Chein-Yi Wang
· 1
Hongxu Yin
· 1
Huck Yang
· 1
Jan Kautz
· 1
Li Lyna Zhang
· 1
Min-Hung Chen
· 1
Nai Chit Fung
· 1
Pavlo Molchanov
· 1
Pingcheng Dong
· 1
Topics
Training Techniques
Efficiency
In-Context Learning
Reinforcement Learning
Prompting
cs.CL
cs.AI
cs.LG
Model Architecture
Evaluation