Zifei Shan

1. Compression Represents Intelligence Linearly
   2024/04/15 by Yuzhen Huang, Jinghan Zhang, Huang, Yuzhen +5 · 4 voices · 9 citations
   Computer Science · #Computability, Logic, AI Algorithms #cs.AI #cs.CL #cs.IT #cs.LG
2. KaLM-Embedding: Superior Training Data Brings A Stronger Embedding Model
   2025/01/02 by Xinshuo Hu, Hu, Xinshuo, Zifei Shan +20 · 16 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
3. Retrieval-based Knowledge Augmented Vision Language Pre-training
   2023/04/27 by Jiahua Rao, Zifei Shan, Rao, Jiahua +7 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications
4. B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners
   2024/12/23 by Zeng, Weihao, Lulu Zhao, Huang, Yuzhen +7 · 6 citations
   Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG)
5. DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens
   2025/02/17 by Shaoshen Chen, Chen, Shaoshen, Yangning Li +11 · 6 citations
   Computer Science · Social Sciences · #Distributed and Parallel Computing Systems #Peer-to-Peer Network Technologies #Access Control and Trust
6. Learning Cross-Context Entity Representations from Text
   2020/01/11 by Jeffrey Ling, Ling, Jeffrey, Nicholas FitzGerald +11 · 1 citation
   Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
7. Firzen: Firing Strict Cold-Start Items with Frozen Heterogeneous and Homogeneous Graphs for Recommendation
   2024/10/10 by Hulingxiao He, Xiangteng He, He, Hulingxiao +7 · 2 citations
   Computer Science · #Recommender Systems and Techniques #Topic Modeling #Advanced Graph Neural Networks
8. KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model
   2025/06/26 by Xinping Zhao, Zhao, Xinping, Xinshuo Hu +30 · 5 citations
   Health Professions · #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #FOS: Computer and information sciences