Yuedan Chen

30 papers A* 1B 2C 1Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
DCGG: A Dynamically Adaptive and Hardware-Software Coordinated Runtime System for GNN Acceleration on GPUs.
IEEE Trans. Computers
Guoqing Xiao, Li Xia, Yuedan Chen, Hongyang Chen, Wangdong Yang
2025 J jnl
G-SPAC: a more granular greedy graph partition algorithm with spatial locality and judgment-aware edge folding.
Sci. China Inf. Sci.
Yuedan Chen, Zhijie Li, Guoqing Xiao, Peixin Xu, Xiaofei Zhang, Kenli Li
2025 B conf
Mitigating Channel Redundancy for Multivariate Time Series Forecasting.
IJCNN
Guoqing Xiao, Boxiang Qin, Yuedan Chen, Wangdong Yang
2024 J jnl
A Survey of Accelerating Parallel Sparse Linear Algebra.
ACM Comput. Surv.
Guoqing Xiao, Chuanghui Yin, Tao Zhou, Xueqi Li, Yuedan Chen, Kenli Li
2024 J jnl
APPQ-CNN: An Adaptive CNNs Inference Accelerator for Synergistically Exploiting Pruning and Quantization Based on FPGA.
IEEE Trans. Sustain. Comput.
Xian Zhang, Guoqing Xiao, Mingxing Duan, Yuedan Chen, Kenli Li
2024 J jnl
Accurate and Scalable Graph Convolutional Networks for Recommendation Based on Subgraph Propagation.
IEEE Trans. Knowl. Data Eng.
Xueqi Li, Guoqing Xiao, Yuedan Chen, Kenli Li, Gao Cong
2024 J jnl
Efficient Utilization of Multi-Threading Parallelism on Heterogeneous Systems for Sparse Tensor Contraction.
IEEE Trans. Parallel Distributed Syst.
Guoqing Xiao, Chuanghui Yin, Yuedan Chen, Mingxing Duan, Kenli Li
2024 J jnl
Machine Learning-Based Kernel Selector for SpMV Optimization in Graph Analysis.
ACM Trans. Parallel Comput.
Guoqing Xiao, Tao Zhou, Yuedan Chen, Yikun Hu, Kenli Li
2024 B conf
PUSHGNN: A Low-communication Runtime System for GNN Acceleration on Multi-GPUs.
IEEE Big Data
Guoqing Xiao, Li Xia, Yuedan Chen, Wangdong Yang
2023 J jnl
An Explicitly Weighted GCN Aggregator based on Temporal and Popularity Features for Recommendation.
Trans. Recomm. Syst.
Xueqi Li, Guoqing Xiao, Yuedan Chen, Zhuo Tang, Wenjun Jiang, Kenli Li
2023 J jnl
PH-CF: A Phased Hybrid Algorithm for Accelerating Subgraph Matching Based on CPU-FPGA Heterogeneous Platform.
IEEE Trans. Ind. Informatics
Xian Zhang, Guoqing Xiao, Mingxing Duan, Yuedan Chen, Kenli Li
2022 — conf
DTSpMV: An Adaptive SpMV Framework for Graph Analysis on GPUs.
HPCC/DSS/SmartCity/DependSys
Guoqing Xiao, Tao Zhou, Yuedan Chen, Yikun Hu, Kenli Li
2022 A* conf
Exploiting Hierarchical Parallelism and Reusability in Tensor Kernel Processing on Heterogeneous HPC Systems.
ICDE
Yuedan Chen, Guoqing Xiao, M. Tamer Özsu, Zhuo Tang, Albert Y. Zomaya, Kenli Li
2022 — conf
GSpTC: High-Performance Sparse Tensor Contraction on CPU-GPU Heterogeneous Systems.
HPCC/DSS/SmartCity/DependSys
Guoqing Xiao, Chuanghui Yin, Yuedan Chen, Mingxing Duan, Kenli Li
2022 — conf
Row-Segmented Sparse-Dense Matrix Matrix Multiplication on GPUs.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Guoqing Xiao, Ziming Long, Yuedan Chen, Yunchuan Qin, Fan Wu
2022 J jnl
fgSpMSpV: A Fine-grained Parallel SpMSpV Framework on HPC Platforms.
ACM Trans. Parallel Comput.
Yuedan Chen, Guoqing Xiao, Kenli Li, Francesco Piccialli, Albert Y. Zomaya
2021 J jnl
CASpMV: A Customized and Accelerative SpMV Framework for the Sunway TaihuLight.
IEEE Trans. Parallel Distributed Syst.
Guoqing Xiao, Kenli Li, Yuedan Chen, Wangquan He, Albert Y. Zomaya, Tao Li
2021 J jnl
GSmart: An Efficient SPARQL Query Engine Using Sparse Matrix Algebra - Full Version.
CoRR
Yuedan Chen, M. Tamer Özsu, Guoqing Xiao, Zhuo Tang, Kenli Li
2020 J jnl
MalFCS: An effective malware classification framework with automated feature extraction based on deep convolutional neural networks.
J. Parallel Distributed Comput.
Guoqing Xiao, Jingning Li, Yuedan Chen, Kenli Li
2020 J jnl
Optimizing partitioned CSR-based SpGEMM on the Sunway TaihuLight.
Neural Comput. Appl.
Yuedan Chen, Guoqing Xiao, Wangdong Yang
2020 J jnl
aeSpTV: An Adaptive and Efficient Framework for Sparse Tensor-Vector Product Kernel on a High-Performance Computing Platform.
IEEE Trans. Parallel Distributed Syst.
Yuedan Chen, Guoqing Xiao, M. Tamer Özsu, Chubo Liu, Albert Y. Zomaya, Tao Li
2020 J jnl
ahSpMV: An Autotuning Hybrid Computing Scheme for SpMV on the Sunway Architecture.
IEEE Internet Things J.
Guoqing Xiao, Yuedan Chen, Chubo Liu, Xu Zhou
2020 J jnl
tpSpMV: A two-phase large-scale sparse matrix-vector multiplication kernel for manycore architectures.
Inf. Sci.
Yuedan Chen, Guoqing Xiao, Fan Wu, Zhuo Tang, Keqin Li
2019 — conf
A Parallel Crime Activity Clustering Algorithm Based on Apache Spark Cloud Computing Platform.
HPCC/SmartCity/DSS
Khin Nandar Win, Jianguo Chen, Guoqing Xiao, Yuedan Chen, Philippe Fournier-Viger
2019 J jnl
Implementation and optimization of a data protecting model on the Sunway TaihuLight supercomputer with heterogeneous many-core processors.
Concurr. Comput. Pract. Exp.
Yuedan Chen, Kenli Li, Xiongwei Fei, Zhe Quan, Keqin Li
2019 J jnl
PCPD: A Parallel Crime Pattern Discovery System for Large-Scale Spatiotemporal Data Based on Fuzzy Clustering.
Int. J. Fuzzy Syst.
Khin Nandar Win, Jianguo Chen, Yuedan Chen, Philippe Fournier-Viger
2019 J jnl
Performance-Aware Model for Sparse Matrix-Matrix Multiplication on the Sunway TaihuLight Supercomputer.
IEEE Trans. Parallel Distributed Syst.
Yuedan Chen, Kenli Li, Wangdong Yang, Guoqing Xiao, Xianghui Xie, Tao Li
2019 — conf
Towards Large-Scale Sparse Matrix-Vector Multiplication on the SW26010 Manycore Architecture.
HPCC/SmartCity/DSS
Yuedan Chen, Guoqing Xiao, Fan Wu, Zhuo Tang
2019 — conf
hpSpMV: A Heterogeneous Parallel Computing Scheme for SpMV on the Sunway TaihuLight Supercomputer.
HPCC/SmartCity/DSS
Yuedan Chen, Guoqing Xiao, Zheng Xiao, Wangdong Yang
2016 C conf
Implementation and Optimization of AES Algorithm on the Sunway TaihuLight.
PDCAT
Yuedan Chen, Kenli Li, Xiongwei Fei, Zhe Quan, Keqin Li