Jiaxuan Peng

2 accepted papers

2026

Towards Balanced Multi-Modal Learning in 3D Human Pose Estimation

Mengshi Qi, Jiaxuan Peng, Xianlin Zhang, Huadong Ma

CVPR 2026

3D human pose estimation (3D HPE) has emerged as a prominent research topic, particularly in the realm of RGB-based methods. However, the use of RGB images is often limited by issues such as occlusion and privacy constraints. Consequently, multi-modal sensing, which leverages non-intrusive sensors,

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2025

Synergistic Tensor and Pipeline Parallelism

Mengshi Qi, Jiaxuan Peng, Jie Zhang, Juan Zhu, Yong Li, Huadong Ma

NeurIPS 2025poster

In the machine learning system, the hybrid model parallelism combining tensor parallelism (TP) and pipeline parallelism (PP) has become the dominant solution for distributed training of Large Language Models~(LLMs) and Multimodal LLMs (MLLMs). However, TP introduces significant collective communicat…

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