PSL: Exploiting Parallelism, Sparsity and Locality to Accelerate Matrix Factorization on x86 Platforms. - Weixin Deng; Pengyu Wang 003; Jing Wang 055; Chao Li 009; Minyi Guo (Bench, 2019)

Performance of Training Sparse Deep Neural Networks on GPUs. - Jianzong Wang; Zhangcheng Huang 002; Lingwei Kong; Jing Xiao 006; Pengyu Wang 003; Lu Zhang 049; Chao Li 009 (HPEC, 2019)

Excavating the Potential of GPU for Accelerating Graph Traversal. - Pengyu Wang 003; Lu Zhang 049; Chao Li 009; Minyi Guo (IPDPS, 2019)

Characterizing and orchestrating NFV-ready servers for efficient edge data processing. - Lu Zhang 049; Chao Li 009; Pengyu Wang 003; Yunxin Liu 001; Yang Hu 001; Quan Chen 002; Minyi Guo (IWQoS, 2019)

Skywalker: Efficient Alias-Method-Based Graph Sampling and Random Walk on GPUs. - Pengyu Wang 003; Chao Li 009; Jing Wang 055; Taolei Wang; Lu Zhang 049; Jingwen Leng; Quan Chen 002; Minyi Guo (PACT, 2021)

Grus: Toward Unified-memory-efficient High-performance Graph Processing on GPU. - Pengyu Wang 003; Jing Wang 055; Chao Li 009; Jianzong Wang; Haojin Zhu; Minyi Guo (ACM Trans. Archit. Code Optim., 2021)

ACE-GCN: A Fast Data-driven FPGA Accelerator for GCN Embedding. - José Romero Hung; Chao Li 009; Pengyu Wang 003; Chuanming Shao; Jinyang Guo; Jing Wang 055; Guoyong Shi (ACM Trans. Reconfigurable Technol. Syst., 2021)

HyFarM: Task Orchestration on Hybrid Far Memory for High Performance Per Bit. - Jing Wang 055; Chao Li 009; Junyi Mei; Hao He; Taolei Wang; Pengyu Wang 003; Lu Zhang 049; Minyi Guo; Hanqing Wu; Dongbai Chen; Xiangwen Liu (ICCD, 2022)

Excavating the Potential of Graph Workload on RDMA-based Far Memory Architecture. - Jing Wang 055; Chao Li 009; Taolei Wang; Lu Zhang 049; Pengyu Wang 003; Junyi Mei; Minyi Guo (IPDPS, 2022)

Oversubscribing GPU Unified Virtual Memory: Implications and Suggestions. - Chuanming Shao; Jinyang Guo; Pengyu Wang 003; Jing Wang 055; Chao Li 009; Minyi Guo (ICPE, 2022)

Tapping into NFV Environment for Opportunistic Serverless Edge Function Deployment. - Lu Zhang 049; Weiqi Feng; Chao Li 009; Xiaofeng Hou; Pengyu Wang 003; Jing Wang 055; Minyi Guo (IEEE Trans. Computers, 2022)

High-Throughput GPU Random Walk with Fine-Tuned Concurrent Query Processing. - Cheng Xu; Chao Li 009; Pengyu Wang 003; Xiaofeng Hou; Jing Wang 055; Shixuan Sun; Minyi Guo; Hanqing Wu; Dongbai Chen; Xiangwen Liu (PPoPP, 2023)

DRAGON: Dynamic Recurrent Accelerator for Graph Online Convolution. - José Romero Hung; Chao Li 009; Taolei Wang; Jinyang Guo; Pengyu Wang 003; Chuanming Shao; Jing Wang 055; Guoyong Shi; Xiangwen Liu; Hanqing Wu (ACM Trans. Design Autom. Electr. Syst., 2023)

Fargraph+: Excavating the parallelism of graph processing workload on RDMA-based far memory system. - Jing Wang 055; Chao Li 009; Yibo Liu; Taolei Wang; Junyi Mei; Lu Zhang 049; Pengyu Wang 003; Minyi Guo (J. Parallel Distributed Comput., 2023)

Optimizing GPU-Based Graph Sampling and Random Walk for Efficiency and Scalability. - Pengyu Wang 003; Cheng Xu; Chao Li 009; Jing Wang 055; Taolei Wang; Lu Zhang 049; Xiaofeng Hou; Minyi Guo (IEEE Trans. Computers, 2023)

Enhancing High-Throughput GPU Random Walks Through Multi-Task Concurrency Orchestration. - Cheng Xu; Chao Li 009; Xiaofeng Hou; Junyi Mei; Jing Wang 055; Pengyu Wang 003; Shixuan Sun; Minyi Guo; Baoping Hao (ACM Trans. Archit. Code Optim., 2025)