Publications

Jinyu Hu, Huizhang Luo, Hong Jiang, Guoqing Xiao, Kenli Li (2024). FastLoad: Speeding Up Data Loading of Both Sparse Matrix and Vector for SpMV on GPUs. In IEEE TPDS 2024.

Fenfang Li, Huizhang Luo, Junqi Wang, Yida Li, Zhuo Tang, Kenli Li (2024). AMP: Total Variation Reduction for Lossless Compression via Approximate Median-based Preconditioning. In ACM TECS 2024.

Dong Yin, Huizhang Luo, Jeff Zhang, Mingxing Duan, Wangdong Yang, Zhuo Tang, Kenli Li (2024). zeroTT: A Two-Step State Transition Avoidance Scheme for MLC STT-RAM. In DAC 2024.

Zixuan Li, Mingxing Duan, Huizhang Luo, Wangdong Yang, Kenli Li, Keqin Li (2024). cuFastTuckerPlus: A Stochastic Parallel Sparse FastTucker Decomposition Using GPU Tensor Cores. In arXiv 2404.10087.

Shirui Tian, Mingxing Duan, Jiayan Deng, Huizhang Luo, Yikun Hu (2024). MF-Net: A Multimodal Fusion Model for Fast Multi-object Tracking. In IEEE TVT 2024.

Yida Li, Huizhang Luo, Fenfang Li, Junqi Wang, Kenli Li (2023). LAMP: Improving compression ratio for AMR applications via level associated mapping-based preconditioning. In IEEE TC 2023.

Chengyu Sun, Huizhang Luo, Hong Jiang, Jeff Zhang, Kenli L (2023). COFFEE: Cross-Layer Optimization for Fast and Efficient Executions of Sinkhorn-Knopp Algorithm on HPC Systems. In IEEE TPDS 2023.

Bing Lu, Yida Li, Junqi Wang, Huizhang Luo, Kenli Li (2023). ZFP-X: Efficient Embedded Coding for Accelerating Lossy Floating Point Compression. In IPDPS 2023.

Huizhang Luo, Junqi Wang, Zhenlu Qin, Dan Huang, Qing Liu, Mengchu Zhou (2022). A Data-driven Approach to Harvesting Latent Reduced Models to Precondition Lossy Compression for Scientific Data. In IEEE TBD 2023.

Huizhang Luo, Junqi Wang, Qing Liu, Jieyang Chen, Scott Klasky, Norbert Podhorszki (2022). zMesh: Theories and Methods to Exploring Application Characteristics to Improve Lossy Compression Ratio for Adaptive Mesh Refinement. In IEEE TPDS 2022.

Junqi Wang, Yida Li, Qing Liu, Huizhang Luo, Kenli Li (2021). Total Variation Reduction for Lossless Compression of HPC Applications. In SOCC 2021.

Yida Li, Huizhang Luo, Chubo Liu, Kenli Li (2021). Exploring Level-Wise Interpolation to Improve Lossy Compression Ratio for AMR Applications. In ICNC-FSKD.

Huizhang Luo, Junqi Wang, Qing Liu, Jieyang Chen, Scott Klasky, Norbert Podhorszki (2021). zMesh: Exploring Application Characteristics to Improve Lossy Compression Ratio for Adaptive Mesh Refinement. In IPDPS 2021.