Jigsaw: Accelerating SpMM with Vector Sparsity on Sparse Tensor Core. - Kaige Zhang 002; Xiaoyan Liu; Hailong Yang 002; Tianyu Feng; Xinyu Yang; Yi Liu 013; Zhongzhi Luan; Depei Qian 002 (ICPP, 2024)

Moirae: Generating High-Performance Composite Stencil Programs with Global Optimizations. - Xiaoyan Liu; Xinyu Yang; Kejie Ma; Shanghao Liu; Kaige Zhang 002; Hailong Yang 002; Yi Liu 013; Zhongzhi Luan; Depei Qian 002 (SC, 2024)

OVERT: Orchestrating Vector-Scalar Execution for Efficient SpMV on Modern CPUs. - Kelun Lei; Hailong Yang 002; Kaige Zhang 002; Shaokang Du; Marc Casas; Yufan Xu 001; Zhongzhi Luan; Yi Liu 013; Depei Qian 002 (ICPP, 2025)

ESC: Effective Submanifold Convolution using Tensor Cores. - Xuezhu Wang; Hailong Yang 002; Xin You 001; Yufan Xu 001; Xiaoyan Liu; Siqi Wang; Kaige Zhang 002; Mingzhen Li 001; Zhongzhi Luan; Yi Liu 013; Depei Qian 002 (ICPP, 2025)

PRAGMA: A Profiling-Reasoned Multi-Agent Framework for Automatic Kernel Optimization. - Kelun Lei; Hailong Yang 002; Huaitao Zhang; Xin You 001; Kaige Zhang 002; Zhongzhi Luan; Yi Liu 013; Depei Qian 002 (CoRR, 2025)

uline{LO}w-c uline{O}st yet High- uline{P}erformant uline{S}parse Matrix-Matrix Multiplication on Arm SME Architectures. - Kelun Lei; Hailong Yang 002; Kaige Zhang 002; Kejie Ma; Yiqing Wang; Xin You 001; Yufan Xu 001; Enrique S. Quintana-Orti; Zhongzhi Luan; Yi Liu 013; Depei Qian 002 (CoRR, 2025)

APERTURE: Algorithm-System Co-optimization for Temporal Graph Network Inference. - Yiqing Wang; Hailong Yang 002; Enze Yu; Qingxiao Sun; Kejie Ma; Kaige Zhang 002; Chenhao Xie 001; Depei Qian 002 (PPoPP, 2026)

Exploiting Efficient Mapping and Pipelined Execution for Accelerating SpMV on Tensor Cores. - Kaige Zhang 002; Hailong Yang 002; Xin You 001; Tianyu Feng; Yufan Xu 001; Zhongzhi Luan; Yi Liu 013; Depei Qian 002 (PPoPP, 2026)