Yu, Lina

1. A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data
   2023/09/24 by Li, Wenqiang, Li, Weijun, Yu, Lina +7 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Discovering Mathematical Formulas from Data via GPT-guided Monte Carlo Tree Search
   2024/01/24 by Yanjie Li, Li, Yanjie, Weijun Li +15 · 2 citations
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Mathematics, Computing, and Information Processing #Statistics Education and Methodologies
3. ChatSR: Multimodal Large Language Models for Scientific Formula Discovery
   2024/06/08 by Yanjie Li, Lina Yu, Li, Yanjie +14 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
4. PruneSymNet: A Symbolic Neural Network and Pruning Algorithm for Symbolic Regression
   2024/01/25 by Wu, Min, Li, Weijun, Yu, Lina +4 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Generative Pre-Trained Transformer for Symbolic Regression Base In-Context Reinforcement Learning
   2024/04/09 by Li, Yanjie, Li, Weijun, Yu, Lina +6 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. DN-CL: Deep Symbolic Regression against Noise via Contrastive Learning
   2024/06/21 by Jingyi Liu, Liu, Jingyi, Yanjie Li +15 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing