Ding, Xinheng

1. Understanding and Mitigating Numerical Sources of Nondeterminism in LLM Inference
   2025/06/11 by Jiayi Yuan, Hao Li, Yuan, Jiayi +17 · 1 voice · 8 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
2. Deterministic Inference across Tensor Parallel Sizes That Eliminates Training-Inference Mismatch
   2025/11/21 by Zhang, Ziyang, Ding, Xinheng, Yuan, Jiayi +4 · 1 citation
   Computer Science · Materials Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Tensor decomposition and applications #Topic Modeling