Towards Efficient SpMV on Sunway Manycore Architectures. - Changxi Liu; Biwei Xie; Xin Liu 081; Wei Xue 003; Hailong Yang 002; Xu Liu 001 (ICS, 2018)

T1000: Mitigating the memory footprint of convolution neural networks with decomposition and re-fusion. - Changxi Liu; Hailong Yang 002; Rui Wang 014; Zhongzhi Luan; Depei Qian (Future Gener. Comput. Syst., 2018)

swTVM: Exploring the Automated Compilation for Deep Learning on Sunway Architecture. - Changxi Liu; Hailong Yang 002; Rujun Sun; Zhongzhi Luan; Lin Gan; Guangwen Yang; Depei Qian (CoRR, 2019)

Intelligent-Unrolling: Exploiting Regular Patterns in Irregular Applications. - Changxi Liu; Hailong Yang 002; Xu Liu 001; Zhongzhi Luan; Depei Qian (CoRR, 2019)

Vectorizing SpMV by Exploiting Dynamic Regular Patterns. - Xin You; Changxi Liu; Hailong Yang 002; Pengbo Wang; Zhongzhi Luan; Depei Qian (ICPP, 2022)

Photon: A Fine-grained Sampled Simulation Methodology for GPU Workloads. - Changxi Liu; Yifan Sun 002; Trevor E. Carlson (MICRO, 2023)

Viper: Utilizing Hierarchical Program Structure to Accelerate Multi-Core Simulation. - Alen Sabu; Changxi Liu; Trevor E. Carlson (IEEE Access, 2024)

Towards optimized tensor code generation for deep learning on sunway many-core processor. - Mingzhen Li 001; Changxi Liu; Jianjin Liao; Xuegui Zheng; Hailong Yang 002; Rujun Sun; Jun Xu; Lin Gan; Guangwen Yang; Zhongzhi Luan; Depei Qian (Frontiers Comput. Sci., 2024)

Pac-Sim: Simulation of Multi-threaded Workloads using Intelligent, Live Sampling. - Changxi Liu; Alen Sabu; Akanksha Chaudhari; Qingxuan Kang; Trevor E. Carlson (ACM Trans. Archit. Code Optim., 2024)

The Sparsity-Aware LazyGPU Architecture. - Changxi Liu; Miao Yu; Yifan Sun 002; Trevor E. Carlson (ISCA, 2025)