Xu, Kuan
- Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs
2025/03/07 by Ling Team, Binwei Zeng, Chao Huang +144 · 10 voices · 5 citations
#cs.LG #cs.AI #cs.CL
- Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model
2025/10/21 by Ling Team, Shen, Anqi, Li, Baihui +101 · 2 voices · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising
2021/05/17 by Kuan Xuan, Yongbo Wang, Xu, Kuan +7 · 2 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management
- Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs
2025/06/17 by Ling Team, Hu, Bin, Chen, Cai +43 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Enhancing Column Generation by Reinforcement Learning-Based Hyper-Heuristic for Vehicle Routing and Scheduling Problems
2023/10/15 by Kuan Xu, Shen Li, Xu, Kuan +3 · 1 citation
Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Transportation and Mobility Innovations #Vehicle Routing Optimization Methods #Vehicular Ad Hoc Networks (VANETs)