Yiping Lu

1. PDE-Net: Learning PDEs from Data
   2017/10/26 by Zichao Long, Long, Zichao, Yiping Lu +5 · 26 citations
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Neural Networks and Applications
2. RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
   2025/04/24 by Zihan Wang, Wang, Zihan, Kangrui Wang +33 · 77 citations
   Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
3. Machine Learning For Elliptic PDEs: Fast Rate Generalization Bound, Neural Scaling Law and Minimax Optimality
   2021/10/13 by Yiping Lu, Lu, Yiping, Haoxuan Chen +7 · 5 citations
   Engineering · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods in engineering #Statistics Theory (math.ST)
4. Sobolev Acceleration and Statistical Optimality for Learning Elliptic Equations via Gradient Descent
   2022/05/15 by Yiping Lu, Lu, Yiping, José Blanchet +3 · 2 citations
   Mathematics · Medicine · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Radiomics and Machine Learning in Medical Imaging #Statistical Methods and Inference #Statistics Theory (math.ST)
5. VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents
   2025/10/19 by Kangrui Wang, Pingyue Zhang, Wang, Kangrui +27 · 10 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
6. CURE: Curvature Regularization For Missing Data Recovery
   2019/01/28 by Bin Dong, Dong, Bin, Haocheng Ju +5 · 1 citation
   Computer Science · Engineering · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques
7. Synthetic Principal Component Design: Fast Covariate Balancing with Synthetic Controls
   2022/11/28 by Yiping Lu, Jiajin Li, Lu, Yiping +5 · 1 citation
   Mathematics · #Statistical Methods and Inference #Advanced Causal Inference Techniques #Statistical Methods in Clinical Trials
8. A Simple "Try Again" Can Elicit Multi-Turn LLM Reasoning
   2025/07/18 by Licheng Liu, Zihan Wang, Liu, Licheng +13 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling