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

Publication
In IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) 2026
Haochen Huang
PhD Student (2026)
Shuzhang Zhong
PhD Student (2023)
Shengxuan Qiu
PhD Student (2027)
Meng Li
Meng Li
Assistant Professor

I develop efficient and privacy-preserving AI systems through algorithm–hardware co-design, with applications in large language models, embodied AI, and multimodal intelligence.