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Yu Yang — most-cited papers & profile · Large Language Models
← authors
·
overview
Yu Yang
65
papers ·
37
citations ·
15
h-index
Education University of Hong Kong · The Fourth People's Hospital · First People's Hospital of Foshan · Foshan Second People's Hospital
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Most-cited papers
Self-assessment, Exhibition, And Recognition: A Review Of Personality In Large Language Models
2024 · 9 citations
CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs
2026
Auxiliary-Hyperparameter-Free Sampling: Entropy Equilibrium for Text Generation
2025
SGSimEval: A Comprehensive Multifaceted and Similarity-Enhanced Benchmark for Automatic Survey Generation Systems
2025
S$^4$C: Speculative Sampling with Syntactic and Semantic Coherence for Efficient Inference of Large Language Models
2025
DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM Guardrails
2025
CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training
2025
VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications
2025
LLM-Guided Reinforcement Learning: Addressing Training Bottlenecks through Policy Modulation
2025
Enhancing LLM Safety Through a Theoretical Minimax Game Lens
2025
Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data
2023
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
2024
Top co-authors
Hui Su
· 2
Qi Gu
· 2
Wei Wang
· 2
Xunliang Cai
· 2
Yihe Deng
· 2
Yueqing Sun
· 2
Zhiyuan Wen
· 2
Aaditya K. Singh
· 1
Anas Mahmoud
· 1
Ari S. Morcos
· 1
Baptiste Rozi\`ere
· 1
Beichen Guo
· 1
Topics
Efficiency
Training Techniques
Reinforcement Learning
Evaluation
RAG
In-Context Learning
Survey Paper
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