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Qipeng Guo — most-cited papers & profile · Large Language Models
← authors
·
overview
Qipeng Guo
46
papers ·
132
citations ·
0
h-index
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Most-cited papers
Identifying Semantic Induction Heads To Understand In-context Learning
2024 · 53 citations
Plan, Verify And Switch: Integrated Reasoning With Diverse X-of-thoughts
2023 · 44 citations
Data-free Weight Compress And Denoise For Large Language Models
2024 · 4 citations
InteractScience: Programmatic and Visually-Grounded Evaluation of Interactive Scientific Demonstration Code Generation
2025 · 1 citations
InternBootcamp Technical Report: Boosting LLM Reasoning with Verifiable Task Scaling
2025
MemSFT: Mitigating Alignment Tax with an External Parametric Memory
2026
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
2026
daVinci-LLM:Towards the Science of Pretraining
2026
Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs
2025
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs
2025
Thus Spake Long-Context Large Language Model
2025
DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence Drafting
2025
GeometryZero: Improving Geometry Solving for LLM with Group Contrastive Policy Optimization
2025
Beyond Homogeneous Attention: Memory-Efficient LLMs via Fourier-Approximated KV Cache
2025
Pre-Trained Policy Discriminators are General Reward Models
2025
Top co-authors
Xipeng Qiu
· 9
Kai Chen
· 7
Dahua Lin
· 5
Wenwei Zhang
· 5
Xiaoran Liu
· 5
Yuerong Song
· 5
Zhigeng Liu
· 5
Xuanjing Huang
· 4
Yunhua Zhou
· 4
Yu Qiao
· 4
Zengfeng Huang
· 4
Ziwei He
· 4
Topics
Training Techniques
Model Architecture
Evaluation
Efficiency
In-Context Learning
Reinforcement Learning
Code
Safety & Alignment
Fine-Tuning
Vision-Language