Cheng, Daixuan

1. Adapting Large Language Models to Domains via Reading Comprehension
   2023/09/18 by Daixuan Cheng, Shaohan Huang, Cheng, Daixuan +3 · 26 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
2. Reasoning with Exploration: An Entropy Perspective
   2025/06/17 by Shaohan Huang, Cheng, Daixuan, Huang, Shaohan +9 · 105 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
3. Instruction Pre-Training: Language Models are Supervised Multitask Learners
   2024/06/20 by Daixuan Cheng, Cheng, Daixuan, Yuxian Gu +9 · 17 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
4. An Empirical Study on Eliciting and Improving R1-like Reasoning Models
   2025/03/06 by Chen, Zhipeng, Min, Yingqian, Zhang, Beichen +10 · 22 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation
   2023/03/15 by Daixuan Cheng, Shaohan Huang, Cheng, Daixuan +17 · 7 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
6. FlowRL: Matching Reward Distributions for LLM Reasoning
   2025/09/18 by Xuekai Zhu, Zhu, Xuekai, Daixuan Cheng +43 · 2 voices · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.CL #cs.LG
7. On Domain-Adaptive Post-Training for Multimodal Large Language Models
   2024/11/29 by Daixuan Cheng, Cheng, Daixuan, Shaohan Huang +13 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
8. How to Synthesize Text Data without Model Collapse?
   2024/12/19 by Zhu, Xuekai, Cheng, Daixuan, Li, Hengli +7 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. From Trial-and-Error to Improvement: A Systematic Analysis of LLM Exploration Mechanisms in RLVR
   2025/08/11 by Deng, Jia, Chen, Jie, Chen, Zhipeng +7 · 7 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. How Efficient Are Diffusion Language Models? A Critical Examination of Efficiency Evaluation Practices
    2025/10/21 by Han Peng, Peiyu Liu, Peng, Han +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling