HDA-MoE: Hybrid Parallelism and Dynamic, Adaptive Scheduling for Mixture-of-Experts with 3D Near-Memory Processing

Haochen Huang, Shuzhang Zhong, Shengxuan Qiu, Zhe Zhang, Shuangchen Li, Cong Li, Dimin Niu, Hongzhong Zheng, Guangyu Sun, Runsheng Wang, 李萌
九月, 2026
论文 代码
类型
期刊文章
出版物
发表于 IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) 2026
Hardware Efficient AI
Haochen Huang
PhD Student (2026)
Shuzhang Zhong
PhD Student (2023)
Shengxuan Qiu
PhD Student (2027)
李萌
李萌
助理教授

我通过算法—硬件协同设计，研究高效且保护隐私的人工智能系统，并将其应用于大语言模型、具身智能和多模态智能。