Pengyu Wang

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 14

Top Topics

Matrix Factorization

Avoid Overfitting

Top Venues

IEEE Trans. Computers

ACM Trans. Reconfigurable Technol. Syst.

Publications

Cheng Xu, Chao Li, Pengyu Wang, Xiaofeng Hou, Jing Wang, Shixuan Sun, Minyi Guo, Hanqing Wu, Dongbai Chen, Xiangwen Liu
High-Throughput GPU Random Walk with Fine-Tuned Concurrent Query Processing. PPoPP (2023)
Jing Wang, Chao Li, Yibo Liu, Taolei Wang, Junyi Mei, Lu Zhang, Pengyu Wang, Minyi Guo
Fargraph+: Excavating the parallelism of graph processing workload on RDMA-based far memory system. J. Parallel Distributed Comput. 177 (2023)
Pengyu Wang, Cheng Xu, Chao Li, Jing Wang, Taolei Wang, Lu Zhang, Xiaofeng Hou, Minyi Guo
Optimizing GPU-Based Graph Sampling and Random Walk for Efficiency and Scalability. IEEE Trans. Computers 72 (9) (2023)
José Romero Hung, Chao Li, Taolei Wang, Jinyang Guo, Pengyu Wang, Chuanming Shao, Jing Wang, Guoyong Shi, Xiangwen Liu, Hanqing Wu
DRAGON: Dynamic Recurrent Accelerator for Graph Online Convolution. ACM Trans. Design Autom. Electr. Syst. 28 (1) (2023)
Chuanming Shao, Jinyang Guo, Pengyu Wang, Jing Wang, Chao Li, Minyi Guo
Oversubscribing GPU Unified Virtual Memory: Implications and Suggestions. ICPE (2022)
Jing Wang, Chao Li, Taolei Wang, Lu Zhang, Pengyu Wang, Junyi Mei, Minyi Guo
Excavating the Potential of Graph Workload on RDMA-based Far Memory Architecture. IPDPS (2022)
Lu Zhang, Weiqi Feng, Chao Li, Xiaofeng Hou, Pengyu Wang, Jing Wang, Minyi Guo
Tapping into NFV Environment for Opportunistic Serverless Edge Function Deployment. IEEE Trans. Computers 71 (10) (2022)
José Romero Hung, Chao Li, Pengyu Wang, Chuanming Shao, Jinyang Guo, Jing Wang, Guoyong Shi
ACE-GCN: A Fast Data-driven FPGA Accelerator for GCN Embedding. ACM Trans. Reconfigurable Technol. Syst. 14 (4) (2021)
Pengyu Wang, Chao Li, Jing Wang, Taolei Wang, Lu Zhang, Jingwen Leng, Quan Chen, Minyi Guo
Skywalker: Efficient Alias-Method-Based Graph Sampling and Random Walk on GPUs. PACT (2021)
Pengyu Wang, Jing Wang, Chao Li, Jianzong Wang, Haojin Zhu, Minyi Guo
Grus: Toward Unified-memory-efficient High-performance Graph Processing on GPU. ACM Trans. Archit. Code Optim. 18 (2) (2021)
Weixin Deng, Pengyu Wang, Jing Wang, Chao Li, Minyi Guo
PSL: Exploiting Parallelism, Sparsity and Locality to Accelerate Matrix Factorization on x86 Platforms. Bench (2019)
Jianzong Wang, Zhangcheng Huang, Lingwei Kong, Jing Xiao, Pengyu Wang, Lu Zhang, Chao Li
Performance of Training Sparse Deep Neural Networks on GPUs. HPEC (2019)
Pengyu Wang, Lu Zhang, Chao Li, Minyi Guo
Excavating the Potential of GPU for Accelerating Graph Traversal. IPDPS (2019)
Lu Zhang, Chao Li, Pengyu Wang, Yunxin Liu, Yang Hu, Quan Chen, Minyi Guo
Characterizing and orchestrating NFV-ready servers for efficient edge data processing. IWQoS (2019)