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Jian Li — most-cited papers & profile · Large Language Models
← authors
·
overview
Jian Li
66
papers ·
636
citations ·
22
h-index
Harvard University · Massachusetts General Hospital · Center for Neuro-Oncology · Athinoula A. Martinos Center for Biomedical Imaging
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Most-cited papers
A Survey On Model Compression For Large Language Models
2023 · 418 citations
Understanding LLM Behaviors Via Compression: Data Generation, Knowledge Acquisition And Scaling Laws
2025 · 9 citations
Micro-Macro Retrieval: Reducing Long-Form Hallucination in Large Language Models
2026
Learning Evidence Highlighting for Frozen LLMs
2026
Rethinking 1-bit Optimization Leveraging Pre-trained Large Language Models
2025
SSFO: Self-Supervised Faithfulness Optimization for Retrieval-Augmented Generation
2025
Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness
2024
PaLM 2 Technical Report
2023
Top co-authors
Pengfei Xu
· 2
Xi Chen
· 2
Yujia Zhang
· 2
Aakanksha Chowdhery
· 1
Abe Ittycheriah
· 1
Alan Zhao
· 1
Alexandre Passos
· 1
Alex Castro Ros
· 1
Alex Polozov
· 1
Alicia Parrish
· 1
Ambrose Slone
· 1
Andrea Hu
· 1
Topics
Training Techniques
Efficiency
Model Architecture
RAG
Reinforcement Learning
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In-Context Learning