Xinheng Ding

Most-cited papers

1. Understanding and Mitigating Numerical Sources of Nondeterminism in LLM Inference

   Jiayi Yuan, Hao Li, Xinheng Ding, Wenya Xie +6 more

   2025Neural Information Processing Systems82 citations

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2. Deterministic Inference across Tensor Parallel Sizes That Eliminates Training-Inference Mismatch

   Zi-Yang Zhang, Xinheng Ding, Jia-Yi Yuan, Rixin Liu +3 more

   2025arXiv.org25 citations

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3. DynamicMem: A Long-Horizon Memory Benchmark in Real-World Settings

   Wenya Xie, Sheng-Ming Zhou, Ze-Lin Li, Pouya Parsa +8 more

   2026arXiv.org4 citations

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4. Characterization-Guided GPU Fault Resilience in NVIDIA MPS

   Rixin Liu, Xingqi Cui, Kai-Jian Wang, Xinheng Ding +3 more

   2026arXiv.org0 citations

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5. GFormer: Accelerating Large Language Models with Optimized Transformers on Gaudi Processors

   Cheng-Ming Zhang, Xinheng Ding, Bai-Xi Sun, Xiao-Dong Yu +3 more

   2024arXiv.org0 citations

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