Dongdong Ge

1. ORLM: A Customizable Framework in Training Large Models for Automated Optimization Modeling
   2024/05/28 by Chenyu Huang, Zhengyang Tang, Huang, Chenyu +12 · 33 citations
   Computer Science · Engineering · #Topic Modeling #Natural Language Processing Techniques #Advanced Data Processing Techniques
2. A homogeneous second-order descent method for nonconvex optimization
   2022/11/15 by Chuwen Zhang, Zhang, Chuwen, Dongdong Ge +11 · 4 citations
   Computer Science · Mathematics · #Matrix Theory and Algorithms #Advanced Optimization Algorithms Research #Iterative Methods for Nonlinear Equations
3. Solver-Informed RL: Grounding Large Language Models for Authentic Optimization Modeling
   2025/05/17 by Chen, Yitian, Jingfan Xia, Xia, Jingfan +6 · 8 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Explainable Artificial Intelligence (XAI)
4. Reward Learning From Preference With Ties
   2024/10/05 by Jinsong Liu, Liu, Jinsong, Dongdong Ge +3 · 4 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Trust Region Methods For Nonconvex Stochastic Optimization Beyond Lipschitz Smoothness
   2023/10/26 by Chenghan Xie, Xie, Chenghan, Chenxi Li +9 · 2 citations
   Computer Science · Engineering · #FOS: Mathematics #Machine Learning and ELM #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
6. cuPDLP-C: A Strengthened Implementation of cuPDLP for Linear Programming by C language
   2023/12/22 by Haihao Lu, Lu, Haihao, Jinwen Yang +15 · 2 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Search Problems #Vehicle Routing Optimization Methods
7. Knowing me, knowing you: Self and non-self recognition in plant immunity
   2022/04/06 by Dongdong Ge, In-Cheol Yeo, In‐Cheol Yeo +1 · 1 citation
   Agricultural and Biological Sciences · #Plant Parasitism and Resistance #Plant-Microbe Interactions and Immunity #Legume Nitrogen Fixing Symbiosis
8. Beyond Nonconvexity: A Universal Trust-Region Method with New Analyses
   2023/11/20 by Yuntian Jiang, Chang He, Jiang, Yuntian +9 · 3 citations
   Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques
9. Complexity of Unconstrained L₂-L_p Minimization
   2011/05/03 by Xiaojun Chen, Chen, Xiaojun, Dongdong Ge +5 · 1 citation
   Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Machine Learning and Algorithms #Advanced Optimization Algorithms Research
10. Restarted Primal-Dual Hybrid Conjugate Gradient Method for Large-Scale Quadratic Programming
    2024/05/25 by Yicheng Huang, Wanyu Zhang, Huang, Yicheng +9 · 1 citation
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
11. Data-driven Mixed Integer Optimization through Probabilistic Multi-variable Branching
    2023/05/21 by Yanguang Chen, Wenzhi Gao, Chen, Yanguang +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
12. Auto-Formulating Dynamic Programming Problems with Large Language Models
    2025/07/15 by Yang Jing-yuan, Zhou, Chenyu, Xin Li +7 · 2 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Reinforcement Learning in Robotics
13. A Curvature-Aware Rank-Adaptive Distributed Augmented-Lagrangian Solver for Large-Scale SDPs
    2026/07/20 by Hongpei Li, Huikang Liu, Dongdong Ge +1
    #math.OC #cs.DC