SMIDT: High-Performance Inference Framework for MoE Models with Dynamic Top-K Routing. - Zewen Jin; Shen Fu; Chengjie Tang; Youhui Bai; Shengnan Wang; Jiaan Zhu; Chizheng Fang; Ping Gong 009; Cheng Li 001 (AAAI, 2026)

nnScaler-M: Constraint-Guided and Placement-Aware Parallelization Plan Generation for Deep Learning Training. - Jiaan Zhu; Qinghe Wang; Long Zhao; Chizheng Fang; Zewen Jin; Youhui Bai; Zhiqi Lin; Cheng Li 001 (IEEE Trans. Parallel Distributed Syst., 2026)