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Huawei Shen — most-cited papers & profile · Large Language Models
← authors
·
overview
Huawei Shen
18
papers ·
137
citations ·
40
h-index
Institute of Computing Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Rowen: Adaptive Retrieval-Augmented Generation for Hallucination Mitigation in LLMs
2024 · 5 citations
When to Trust LLMs: Aligning Confidence with Response Quality
2024 · 2 citations
Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs
2025 · 1 citations
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation
2024 · 1 citations
On the Diminishing Returns of Complex Robust RAG Training in the Era of Powerful LLMs
2025
Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration
2024
Top co-authors
Liang Pang
· 4
Xueqi Cheng
· 3
Hanxing Ding
· 2
Zihao Wei
· 2
Bolin Ding
· 1
Du Su
· 1
Fandong Meng
· 1
Fei Sun
· 1
Fei Sun
· 1
Hanxing Ding
· 1
Hexiang Tan
· 1
Jie Zhou
· 1
Topics
Evaluation
Training Techniques
Safety & Alignment
RAG
Fine-Tuning
Efficiency
In-Context Learning
Reinforcement Learning