Xinheng Ding

According to our database, Xinheng Ding authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Characterization-Guided GPU Fault Resilience in NVIDIA MPS.

Rixin Liu, Xingqi Cui, Kaijian Wang, Xinheng Ding, Zirui Liu, Yuke Wang, Jiarong Xing

CoRR, May, 2026

2025

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

Ziyang Zhang, Xinheng Ding, Jiayi Yuan, Rixin Liu, Huizi Mao, Jiarong Xing, Zirui Liu

CoRR, November, 2025

Give Me FP32 or Give Me Death? Challenges and Solutions for Reproducible Reasoning.

Jiayi Yuan, Hao Li, Xinheng Ding, Wenya Xie, Yu-Jhe Li, Wentian Zhao, Kun Wan, Jing Shi, Xia Hu, Zirui Liu

CoRR, June, 2025

Understanding and Mitigating Numerical Sources of Nondeterminism in LLM Inference.

Jiayi Yuan, Hao Li, Xinheng Ding, Wenya Xie, Yu-Jhe Li, Wentian Zhao, Kun Wan, Jing Shi, Xia Hu, Zirui Liu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

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

Chengming Zhang, Xinheng Ding, Baixi Sun, Xiaodong Yu, Weijian Zheng, Zhen Xie, Dingwen Tao

CoRR, 2024