Yiyuan Ma

According to our database, Yiyuan Ma authored at least 14 papers between 2018 and 2026.

Collaborative distances:

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

2026

LLMs as Noisy Channels: A Shannon Perspective on Model Capacity and Scaling Laws.

Xu Ouyang, Deyi Liu, Yuhang Cai, Jing Liu, Yuan Yang, Chen Zheng, Thomas Hartvigsen, Yiyuan Ma

CoRR, May, 2026

SPARKLING: Balancing Signal Preservation and Symmetry Breaking for Width-Progressive Learning.

Qifan Yu, Xinyu Ma, Zhijian Zhuo, Minrui Wang, Deyi Liu, Shiyi Zhan, Yiyuan Ma, Liang Xiang, Xingyan Bin, Di He

CoRR, February, 2026

MegaScale-MoE: Large-Scale Communication-Efficient Training of Mixture-of-Experts Models in Production.

Chao Jin, Ziheng Jiang, Zhihao Bai, Zheng Zhong, Juncai Liu, Xiang Li, Ningxin Zheng, Xi Wang, Cong Xie, Qi Huang, Wen Heng, Yiyuan Ma, Wenlei Bao, Size Zheng, Xuegui Zheng, Yanghua Peng, Haibin Lin, Xuanzhe Liu, Xin Jin, Xin Liu

Proceedings of the 21st European Conference on Computer Systems, 2026

2025

Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss.

Ang Lv, Jin Ma, Yiyuan Ma, Siyuan Qiao

CoRR, December, 2025

GatePro: Parameter-Free Expert Selection Optimization for Mixture-of-Experts Models.

Chen Zheng, Yuhang Cai, Deyi Liu, Jin Ma, Yiyuan Ma, Yuan Yang, Jing Liu, Yutao Zeng, Xun Zhou, Siyuan Qiao

CoRR, October, 2025

Balanced Actor Initialization: Stable RLHF Training of Distillation-Based Reasoning Models.

Chen Zheng, Yiyuan Ma, Yuan Yang, Deyi Liu, Jing Liu, Zuquan Song, Yuxin Song, Cheng Ren, Hang Zhu, Xin Liu, Siyuan Qiao, Xun Zhou, Liang Xiang, Yonghui Wu

CoRR, September, 2025

Model Merging in Pre-training of Large Language Models.

Yunshui Li, Yiyuan Ma, Shen Yan, Chaoyi Zhang, Jing Liu, Jianqiao Lu, Ziwen Xu, Mengzhao Chen, Minrui Wang, Shiyi Zhan, Jin Ma, Xunhao Lai, Deyi Liu, Yao Luo, Xingyan Bin, Hongbin Ren, Mingji Han, Wenhao Hao, Bairen Yi, LingJun Liu, Bole Ma, Xiaoying Jia, Xun Zhou, Siyuan Qiao, Liang Xiang, Yonghui Wu

CoRR, May, 2025

MegaScale-MoE: Large-Scale Communication-Efficient Training of Mixture-of-Experts Models in Production.

Chao Jin, Ziheng Jiang, Zhihao Bai, Zheng Zhong, Juncai Liu, Xiang Li, Ningxin Zheng, Xi Wang, Cong Xie, Qi Huang, Wen Heng, Yiyuan Ma, Wenlei Bao, Size Zheng, Yanghua Peng, Haibin Lin, Xuanzhe Liu, Xin Jin, Xin Liu

CoRR, May, 2025

Model Merging in Pre-training of Large Language Models.

Yunshui Li, Yiyuan Ma, Shen Yan, Chaoyi Zhang, Jing Liu, Jianqiao Lu, Ziwen Xu, Mengzhao Chen, Minrui Wang, Shiyi Zhan, Jin Ma, Xunhao Lai, Yao Luo, Xingyan Bin, Hongbin Ren, Mingji Han, Wenhao Hao, Bairen Yi, LingJun Liu, Bole Ma, Xiaoying Jia, Xun Zhou, Liang Xiang, Yonghui Wu

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

FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference.

Xunhao Lai, Jianqiao Lu, Yao Luo, Yiyuan Ma, Xun Zhou

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Design and Optimization of an Origami-Inspired Foldable Pneumatic Actuator.

Huaiyuan Chen, Yiyuan Ma, Weidong Chen

IEEE Robotics Autom. Lett., February, 2024

2022

One-Dimensional Photonic Crystal Filter with Multiple Defect Layers Based on Particle Swarm Optimization.

Kaizi Hao, Jian Du, Jing Ma, Ying Zhang, Yiyuan Ma, Chen Wan

Proceedings of the Methods and Applications for Modeling and Simulation of Complex Systems, 2022

2020

Acu-Net: A 3D Attention Context U-Net for Multiple Sclerosis Lesion Segmentation.

Chuan Hu, Guixia Kang, Beibei Hou, Yiyuan Ma, Fabrice Labeau, Zichen Su

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2018

Hypertension Warning Model Based on Random Forest and Distance Metrics.

Yiyuan Ma, Bo Yang, Guixia Kang, Beibei Hou

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018