Houduo Qi

1. LAMBDA: A Large Model Based Data Agent
   2024/07/24 by Maojun Sun, Sun, Maojun, Ruijian Han +10 · 10 citations
   Computer Science · #62-04 #62-08 #68T01 #68T09 #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
2. A Survey on Large Language Model-based Agents for Statistics and Data Science
   2024/12/18 by Sun Maojun, Maojun Sun, Ruijian Han +12 · 13 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Other Statistics (stat.OT) #Topic Modeling
3. Convergence of ZH-type nonmonotone descent method for Kurdyka-Łojasiewicz optimization problems
   2024/06/09 by Yitian Qian, Qian, Yitian, Ting Tao +5 · 2 citations
   Computer Science · Mathematics · #49M27 #65K05 #90C26 #Advanced Optimization Algorithms Research #FOS: Mathematics #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC) #Optimization and Variational Analysis
4. Accelerating RLHF Training with Reward Variance Increase
   2025/05/29 by Zonglin Yang, Zhengguo Gu, Yang, Zonglin +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Natural Language Processing Techniques #Optimization and Control (math.OC) #Topic Modeling
5. Randomized iterative methods for generalized absolute value equations: Solvability and error bounds
   2024/05/07 by Jiaxin Xie, Houduo Qi, Xie, Jiaxin +3 · 2 citations
   Computer Science · #Neural Networks and Applications #Stochastic Gradient Optimization Techniques #Matrix Theory and Algorithms
6. GLL-type Nonmonotone Descent Methods Revisited under Kurdyka-Łojasiewicz Property
   2025/04/15 by Yitian Qian, Qian, Yitian, Ting Tao +4 · 1 citation
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques