Juncai He

1. MgNO: Efficient Parameterization of Linear Operators via Multigrid
   2023/10/16 by Juncai He, He, Juncai, Xinliang Liu +3 · 11 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
2. Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection
   2024/12/16 by Guangsheng Bao, Bao, Guangsheng, Yanbin Zhao +5 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
3. On the Optimal Expressive Power of ReLU DNNs and Its Application in Approximation with Kolmogorov Superposition Theorem
   2023/08/10 by Juncai He, He, Juncai · 3 citations
   Computer Science · Engineering · #41A30 #65D40 #68T07 #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Fuzzy Logic and Control Systems #G.1.1 #G.1.2 #Machine Learning (cs.LG) #Neural Networks and Applications #Numerical Analysis (math.NA)
4. Generalized Gaffney inequality and discrete compactness for discrete differential forms
   2018/04/10 by Juncai He, Kaibo Hu, He, Juncai +3 · 1 citation
   Computer Science · Engineering · #46E35 #46E40 #65N30 #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods in engineering
5. Deeper or Wider: A Perspective from Optimal Generalization Error with Sobolev Loss
   2024/01/31 by Yahong Yang, Yang, Yahong, Juncai He +1 · 3 citations
   Decision Sciences · Engineering · #Fatigue and fracture mechanics #Probabilistic and Robust Engineering Design #cs.LG #cs.NA #math.NA #stat.ML
6. Alignment at Pre-training! Towards Native Alignment for Arabic LLMs
   2024/12/04 by Juhao Liang, Liang, Juhao, Zhaoxi Cai +20 · 2 citations
   Computer Science · #Natural Language Processing Techniques #Library Science and Information Systems
7. Advanced Long-term Earth System Forecasting
   2025/05/26 by Hao Wu, Yuan Gao, Wu, Hao +49 · 9 citations
   Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #I.2.10 #I.4.9 #Machine Learning (cs.LG)