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Maosong Sun — most-cited papers & profile · Large Language Models
← authors
·
overview
Maosong Sun
65
papers ·
381
citations ·
86
h-index
Tsinghua University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Stabletoolbench: Towards Stable Large-scale Benchmarking On Tool Learning Of Large Language Models
2024 · 99 citations
States Hidden In Hidden States: Llms Emerge Discrete State Representations Implicitly
2024 · 11 citations
Position-Enhanced Visual Instruction Tuning for Multimodal Large Language Models
2023 · 10 citations
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
2025 · 3 citations
ConPET: Continual Parameter-Efficient Tuning for Large Language Models
2023 · 2 citations
InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory
2024 · 2 citations
Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding
2024 · 2 citations
Self-Knowledge Guided Retrieval Augmentation for Large Language Models
2023 · 1 citations
ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models
2024 · 1 citations
Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning
2025
AIR: A Systematic Analysis of Annotations, Instructions, and Response Pairs in Preference Dataset
2025
UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation
2025
FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling
2025
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models
2025
UniMem: Towards a Unified View of Long-Context Large Language Models
2024
Top co-authors
Zhiyuan Liu
· 8
Baobao Chang
· 2
Chaojun Xiao
· 2
Cheng Gao
· 2
Fanchao Qi
· 2
Fuwen Luo
· 2
Gang Chen
· 2
Haozhe Zhao
· 2
Kangyang Luo
· 2
Peng Li
· 2
Shengding Hu
· 2
Shuzheng Si
· 2
Topics
Training Techniques
Evaluation
Model Architecture
Fine-Tuning
Efficiency
RAG
Code
In-Context Learning
Prompting
Safety & Alignment