Liliang Ren

1. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
   2024/04/22 by Marah Abdin, Jyoti Aneja, Abdin, Marah +262 · 8 voices · 316 citations
   Computer Science · #Computational Physics and Python Applications
2. Reinforcement Learning for Reasoning in Large Language Models with One Training Example
   2025/04/29 by Yiping Wang, Wang, Yiping, Qing Yang +27 · 5 voices · 83 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
3. Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
   2024/06/11 by Liliang Ren, Yang Liu, Ren, Liliang +10 · 2 voices · 27 citations
   Computer Science · #cs.CL #cs.LG
4. Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
   2025/03/03 by Microsoft, :, Abdelrahman Abouelenin +147 · 151 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
5. PaTH Attention: Position Encoding via Accumulating Householder Transformations
   2025/05/22 by Songlin Yang, Yang, Songlin, Yikang Shen +12 · 12 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
6. Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math
   2025/04/30 by Haoran Xu, Baolin Peng, Xu, Haoran +25 · 13 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
7. Rethinking Language Model Scaling under Transferable Hypersphere Optimization
   2026/03/30 by Liliang Ren, Yang Liu, Yelong Shen +1 · 1 voice
   Computer Science · #cs.LG
8. Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
   2025/07/09 by Liliang Ren, Congcong Chen, Ren, Liliang +23 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications