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Xingwei Qu — most-cited papers & profile · Large Language Models
← authors
·
overview
Xingwei Qu
33
papers ·
566
citations ·
4
h-index
Google Scholar ↗
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Most-cited papers
Mammoth: Building Math Generalist Models Through Hybrid Instruction Tuning
2023 · 554 citations
Kun: Answer Polishment For Chinese Self-alignment With Instruction Back-translation
2024 · 9 citations
ConceptMoE: Adaptive Token-to-Concept Compression for Implicit Compute Allocation
2026
Scaling Latent Reasoning via Looped Language Models
2025
Local Success Does Not Compose: Benchmarking Large Language Models for Compositional Formal Verification
2025
Re:Form -- Reducing Human Annotations in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny
2025
YuE: Scaling Open Foundation Models for Long-Form Music Generation
2025
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
2025
Re:Form -- Reducing Human Priors in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny
2025
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
2025
Local Success Does Not Compose: Benchmarking Large Language Models for Compositional Formal Verification
2025
Slow-Fast Policy Optimization: Reposition-Before-Update for LLM Reasoning
2025
Beyond Correctness: Evaluating Subjective Writing Preferences Across Cultures
2025
COIG-Writer: A High-Quality Dataset for Chinese Creative Writing with Thought Processes
2025
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space
2025
Top co-authors
Ge Zhang
· 13
Chenghua Lin
· 11
Tianyu Zheng
· 9
Wenhao Huang
· 9
Yizhi Li
· 8
Jie Fu
· 6
Jiaheng Liu
· 5
Shuyue Guo
· 5
Xin Li
· 5
Yiming Liang
· 5
Jian Yang
· 4
Xinrun Du
· 4
Topics
Training Techniques
Evaluation
Fine-Tuning
Efficiency
Code
Reinforcement Learning
RAG
Safety & Alignment
Model Architecture
In-Context Learning