ad-heap: an Efficient Heap Data Structure for Asymmetric Multicore Processors. - Weifeng Liu 002; Brian Vinter (GPGPU@ASPLOS, 2014)

An Efficient GPU General Sparse Matrix-Matrix Multiplication for Irregular Data. - Weifeng Liu 002; Brian Vinter (IPDPS, 2014)

Unsupervised Behavior-Specific Dictionary Learning for Abnormal Event Detection. - Huamin Ren; Weifeng Liu 002; Søren Ingvor Olsen; Sergio Escalera; Thomas B. Moeslund (BMVC, 2015)

CSR5: An Efficient Storage Format for Cross-Platform Sparse Matrix-Vector Multiplication. - Weifeng Liu 002; Brian Vinter (ICS, 2015)

A framework for general sparse matrix-matrix multiplication on GPUs and heterogeneous processors. - Weifeng Liu 002; Brian Vinter (J. Parallel Distributed Comput., 2015)

Speculative segmented sum for sparse matrix-vector multiplication on heterogeneous processors. - Weifeng Liu 002; Brian Vinter (Parallel Comput., 2015)

A Synchronization-Free Algorithm for Parallel Sparse Triangular Solves. - Weifeng Liu 002; Ang Li 006; Jonathan D. Hogg; Iain S. Duff; Brian Vinter (Euro-Par, 2016)

Parallel Transposition of Sparse Data Structures. - Hao Wang 002; Weifeng Liu 002; Kaixi Hou; Wu-chun Feng (ICS, 2016)

Locality-Aware CTA Clustering for Modern GPUs. - Ang Li 006; Shuaiwen Leon Song; Weifeng Liu 002; Xu Liu 001; Akash Kumar 001; Henk Corporaal (ASPLOS, 2017)

Fast segmented sort on GPUs. - Kaixi Hou; Weifeng Liu 002; Hao Wang 002; Wu-chun Feng (ICS, 2017)

Efficient and Portable ALS Matrix Factorization for Recommender Systems. - Jing Chen 038; Jianbin Fang; Weifeng Liu 002; Tao Tang 001; Xuhao Chen 001; Canqun Yang (IPDPS Workshops, 2017)

Exploring and analyzing the real impact of modern on-package memory on HPC scientific kernels. - Ang Li 006; Weifeng Liu 002; Mads Ruben Burgdorff Kristensen; Brian Vinter; Hao Wang 002; Kaixi Hou; Andres Marquez 001; Shuaiwen Leon Song (SC, 2017)

Fast synchronization-free algorithms for parallel sparse triangular solves with multiple right-hand sides. - Weifeng Liu 002; Ang Li 006; Jonathan D. Hogg; Iain S. Duff; Brian Vinter (Concurr. Comput. Pract. Exp., 2017)

Warp-Consolidation: A Novel Execution Model for GPUs. - Ang Li 006; Weifeng Liu 002; Linnan Wang; Kevin J. Barker; Shuaiwen Leon Song (ICS, 2018)

Register-based implementation of the sparse general matrix-matrix multiplication on GPUs. - Junhong Liu; Xin He; Weifeng Liu 002; Guangming Tan (PPoPP, 2018)

swSpTRSV: a fast sparse triangular solve with sparse level tile layout on sunway architectures. - Xinliang Wang; Weifeng Liu 002; Wei Xue 003; Li Wu (PPoPP, 2018)

Back-dropout transfer learning for action recognition. - Huamin Ren; Nattiya Kanhabua; Andreas Møgelmose; Weifeng Liu 002; Kaustubh Kulkarni; Sergio Escalera; Xavier Baró; Thomas B. Moeslund (IET Comput. Vis., 2018)

IA-SpGEMM: an input-aware auto-tuning framework for parallel sparse matrix-matrix multiplication. - Zhen Xie; Guangming Tan; Weifeng Liu 002; Ninghui Sun (ICS, 2019)

Performance evaluation and analysis of sparse matrix and graph kernels on heterogeneous processors. - Feng Zhang 007; Weifeng Liu 002; Ningxuan Feng; Jidong Zhai; Xiaoyong Du 001 (CCF Trans. High Perform. Comput., 2019)

Register-Aware Optimizations for Parallel Sparse Matrix-Matrix Multiplication. - Junhong Liu; Xin He; Weifeng Liu 002; Guangming Tan (Int. J. Parallel Program., 2019)

Efficient Block Algorithms for Parallel Sparse Triangular Solve. - Zhengyang Lu 003; Yuyao Niu; Weifeng Liu 002 (ICPP, 2020)

CapelliniSpTRSV: A Thread-Level Synchronization-Free Sparse Triangular Solve on GPUs. - Jiya Su; Feng Zhang 007; Weifeng Liu 002; Bingsheng He; Ruofan Wu; Xiaoyong Du 001; Rujia Wang (ICPP, 2020)

Segmented Merge: A New Primitive for Parallel Sparse Matrix Computations. - Haonan Ji; Shibo Lu; Kaixi Hou; Hao Wang 002; Weifeng Liu 002; Brian Vinter (NPC, 2020)

NUMA-Aware Optimization of Sparse Matrix-Vector Multiplication on ARMv8-Based Many-Core Architectures. - Xiaosong Yu; Huihui Ma; Zhengyu Qu; Jianbin Fang; Weifeng Liu 002 (NPC, 2020)

clMF: A fine-grained and portable alternating least squares algorithm for parallel matrix factorization. - Jing Chen 038; Jianbin Fang; Weifeng Liu 002; Tao Tang 001; Canqun Yang (Future Gener. Comput. Syst., 2020)

SFLU: Synchronization-Free Sparse LU Factorization for Fast Circuit Simulation on GPUs. - Jianqi Zhao 001; Yao Wen; Yuchen Luo; Zhou Jin 001; Weifeng Liu 002; Zhenya Zhou (DAC, 2021)

PALBBD: A Parallel ArcLength Method Using Bordered Block Diagonal Form for DC Analysis. - Zhou Jin 001; Tian Feng 002; Yiru Duan; Xiao Wu; Minghou Cheng; Zhenya Zhou; Weifeng Liu 002 (ACM Great Lakes Symposium on VLSI, 2021)

TileSpMV: A Tiled Algorithm for Sparse Matrix-Vector Multiplication on GPUs. - Yuyao Niu; Zhengyang Lu 003; Meichen Dong; Zhou Jin 001; Weifeng Liu 002; Guangming Tan (IPDPS, 2021)

Implementing LU and Cholesky factorizations on artificial intelligence accelerators. - Yuechen Lu; Yuchen Luo; Haocheng Lian; Zhou Jin 001; Weifeng Liu 002 (CCF Trans. High Perform. Comput., 2021)

Segmented Merge: A New Primitive for Parallel Sparse Matrix Computations. - Haonan Ji; Shibo Lu; Kaixi Hou; Hao Wang 002; Zhou Jin 001; Weifeng Liu 002; Brian Vinter (Int. J. Parallel Program., 2021)

BALS: Blocked Alternating Least Squares for Parallel Sparse Matrix Factorization on GPUs. - Jing Chen 038; Jianbin Fang; Weifeng Liu 002; Canqun Yang (IEEE Trans. Parallel Distributed Syst., 2021)

YuenyeungSpTRSV: A Thread-Level and Warp-Level Fusion Synchronization-Free Sparse Triangular Solve. - Feng Zhang 007; Jiya Su; Weifeng Liu 002; Bingsheng He; Ruofan Wu; Xiaoyong Du 001; Rujia Wang (IEEE Trans. Parallel Distributed Syst., 2021)

TileSpMSpV: A Tiled Algorithm for Sparse Matrix-Sparse Vector Multiplication on GPUs. - Haonan Ji; Huimin Song; Shibo Lu; Zhou Jin 001; Guangming Tan; Weifeng Liu 002 (ICPP, 2022)

TileSpGEMM: a tiled algorithm for parallel sparse general matrix-matrix multiplication on GPUs. - Yuyao Niu; Zhengyang Lu 003; Haonan Ji; Shuhui Song; Zhou Jin 001; Weifeng Liu 002 (PPoPP, 2022)

A Pattern-Based SpGEMM Library for Multi-Core and Many-Core Architectures. - Zhen Xie; Guangming Tan; Weifeng Liu 002; Ninghui Sun (IEEE Trans. Parallel Distributed Syst., 2022)

Balancing Computation and Communication in Distributed Sparse Matrix-Vector Multiplication. - Hongli Mi; Xiangrui Yu; Xiaosong Yu; Shuangyuan Wu; Weifeng Liu 002 (CCGrid, 2023)

HASpMV: Heterogeneity-Aware Sparse Matrix-Vector Multiplication on Modern Asymmetric Multicore Processors. - Wenxuan Li; Helin Cheng; Zhengyang Lu 003; Yuechen Lu; Weifeng Liu 002 (CLUSTER, 2023)

AmgR: Algebraic Multigrid Accelerated on ReRAM. - Mingjia Fan; Xiaotian Tian; Yintao He; Junxian Li; Yiru Duan; Xiaozhe Hu; Ying Wang 001; Zhou Jin 001; Weifeng Liu 002 (DAC, 2023)

Accelerating Sparse LU Factorization with Density-Aware Adaptive Matrix Multiplication for Circuit Simulation. - Tengcheng Wang; Wenhao Li; Haojie Pei; Yuying Sun; Zhou Jin 001; Weifeng Liu 002 (DAC, 2023)

HASpGEMM: Heterogeneity-Aware Sparse General Matrix-Matrix Multiplication on Modern Asymmetric Multicore Processors. - Helin Cheng; Wenxuan Li; Yuechen Lu; Weifeng Liu 002 (ICPP, 2023)

PanguLU: A Scalable Regular Two-Dimensional Block-Cyclic Sparse Direct Solver on Distributed Heterogeneous Systems. - Xu Fu; Bingbin Zhang; Tengcheng Wang; Wenhao Li; Yuechen Lu; Enxin Yi; Jianqi Zhao 001; Xiaohan Geng; Fangying Li; Jingwen Zhang; Zhou Jin 001; Weifeng Liu 002 (SC, 2023)

DASP: Specific Dense Matrix Multiply-Accumulate Units Accelerated General Sparse Matrix-Vector Multiplication. - Yuechen Lu; Weifeng Liu 002 (SC, 2023)

Editorial for the special issue on architecture, algorithms and applications of high performance sparse matrix computations. - Weifeng Liu 002; Guangming Tan; Xiaowen Xu (CCF Trans. High Perform. Comput., 2023)

TileSpTRSV: a tiled algorithm for parallel sparse triangular solve on GPUs. - Zhengyang Lu 003; Weifeng Liu 002 (CCF Trans. High Perform. Comput., 2023)

Machine Learning and GPU Accelerated Sparse Linear Solvers for Transistor-Level Circuit Simulation: A Perspective Survey (Invited Paper). - Zhou Jin 001; Wenhao Li; Yinuo Bai; Tengcheng Wang; Yicheng Lu; Weifeng Liu 002 (ASPDAC, 2024)

ReCG: ReRAM-Accelerated Sparse Conjugate Gradient. - Mingjia Fan; Xiaoming Chen 003; Dechuang Yang; Zhou Jin 001; Weifeng Liu 002 (DAC, 2024)

MASC: A Memory-Efficient Adjoint Sensitivity Analysis through Compression Using Novel Spatiotemporal Prediction. - Chenxi Li; Boyuan Zhang 002; Yongqiang Duan; Yang Li; Zuochang Ye; Weifeng Liu 002; Dingwen Tao; Zhou Jin 001 (DAC, 2024)

Efficient Spectral-Aware Power Supply Noise Analysis for Low-Power Design Verification. - Yinuo Bai; Xiaoyu Yang; Yicheng Lu; Dan Niu; Cheng Zhuo; Zhou Jin 001; Weifeng Liu 002 (DATE, 2024)

Cuper: Customized Dataflow and Perceptual Decoding for Sparse Matrix-Vector Multiplication on HBM-Equipped FPGAs. - Enxin Yi; Yiru Duan; Yinuo Bai; Kang Zhao; Zhou Jin 001; Weifeng Liu 002 (DATE, 2024)

Leda: Leveraging Tiling Dataflow to Accelerate SpMM on HBM-Equipped FPGAs for GNNs. - Enxin Yi; Jiarui Bai; Yijie Nie; Dan Niu; Zhou Jin 001; Weifeng Liu 002 (ICCAD, 2024)

CSP: Comprehensively-Sparsified Preconditioner for Efficient Nonlinear Circuit Simulation. - Yuxuan Zhao; Xiaoyu Yang; Yinuo Bai; Lijie Zeng; Dan Niu; Weifeng Liu 002; Zhou Jin 001 (ICCAD, 2024)

AmgT: Algebraic Multigrid Solver on Tensor Cores. - Yuechen Lu; Lijie Zeng; Tengcheng Wang; Xu Fu; Wenxuan Li; Helin Cheng; Dechuang Yang; Zhou Jin 001; Marc Casas; Weifeng Liu 002 (SC, 2024)

Mille-feuille: A Tile-Grained Mixed Precision Single-Kernel Conjugate Gradient Solver on GPUs. - Dechuang Yang; Yuxuan Zhao; Yiduo Niu; Weile Jia; En Shao; Weifeng Liu 002; Guangming Tan; Zhou Jin 001 (SC, 2024)

thSORT: an efficient parallel sorting algorithm on multi-core DSPs. - Mouzhi Yang; Peng Zhang 061; Jianbin Fang; Weifeng Liu 002; Chun Huang (CCF Trans. High Perform. Comput., 2024)

ReRAM-Based Process-In-Memory Accelerator for Iterative Solvers: A Systematic Survey. - Boyu Geng; Mingjia Fan; Zhou Jin 001; Weifeng Liu 002 (ISCAS, 2025)