Guoqing Xiao

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 44

Top Topics

Heterogeneous Systems

Query Processing

Top Venues

IEEE Trans. Parallel Distributed Syst.

Concurr. Comput. Pract. Exp.

IEEE Trans. Knowl. Data Eng.

Publications

Ziyi Ma, Jianye Yang, Xu Zhou, Guoqing Xiao, Jianhua Wang, Liang Yang, Kenli Li, Xuemin Lin
Efficient Multi-Query Oriented Continuous Subgraph Matching. ICDE (2024)
Mingxing Duan, Guoqing Xiao, Kenli Li, Bin Xiao
A Black-Box Attack Algorithm Targeting Unlabeled Industrial AI Systems With Contrastive Learning. IEEE Trans. Ind. Informatics 20 (4) (2024)
Qinyun Cai, Guoqing Xiao, Shengle Lin, Wangdong Yang, Keqin Li, Kenli Li
ABSS: An Adaptive Batch-Stream Scheduling Module for Dynamic Task Parallelism on Chiplet-based Multi-Chip Systems. ACM Trans. Parallel Comput. 11 (1) (2024)
Lixiang Yuan, Mingxing Duan, Guoqing Xiao, Zhuo Tang, Kenli Li
BM-FL: A Balanced Weight Strategy for Multi-Stage Federated Learning Against Multi-Client Data Skewing. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Guoqing Xiao, Chuanghui Yin, Tao Zhou, Xueqi Li, Yuedan Chen, Kenli Li
A Survey of Accelerating Parallel Sparse Linear Algebra. ACM Comput. Surv. 56 (1) (2024)
Guoqing Xiao, Chuanghui Yin, Yuedan Chen, Mingxing Duan, Kenli Li
Efficient Utilization of Multi-Threading Parallelism on Heterogeneous Systems for Sparse Tensor Contraction. IEEE Trans. Parallel Distributed Syst. 35 (6) (2024)
Guoqing Xiao, Tao Zhou, Yuedan Chen, Yikun Hu, Kenli Li
Machine Learning-Based Kernel Selector for SpMV Optimization in Graph Analysis. ACM Trans. Parallel Comput. 11 (2) (2024)
Rui Pan, Chubo Liu, Guoqing Xiao, Mingxing Duan, Keqin Li, Kenli Li
An Algorithm and Architecture Co-design for Accelerating Smart Contracts in Blockchain. ISCA (2023)
Xueqi Li, Guoqing Xiao, Yuedan Chen, Zhuo Tang, Wenjun Jiang, Kenli Li
An Explicitly Weighted GCN Aggregator based on Temporal and Popularity Features for Recommendation. Trans. Recomm. Syst. 1 (2) (2023)
Xian Zhang, Guoqing Xiao, Mingxing Duan, Yuedan Chen, Kenli Li
PH-CF: A Phased Hybrid Algorithm for Accelerating Subgraph Matching Based on CPU-FPGA Heterogeneous Platform. IEEE Trans. Ind. Informatics 19 (7) (2023)
Di Li, Yikun Hu, Guoqing Xiao, Mingxing Duan, Kenli Li
An active defense model based on situational awareness and firewalls. Concurr. Comput. Pract. Exp. 35 (6) (2023)
Juan Liu, Guoqing Xiao, Fan Wu, Xiangke Liao, Kenli Li
AAPP: An Accelerative and Adaptive Path Planner for Robots on GPU. IEEE Trans. Computers 72 (8) (2023)
Kai Zhong, ZhiBang Yang, Guoqing Xiao, Xingpei Li, Wangdong Yang, Kenli Li
An Efficient Parallel Reinforcement Learning Approach to Cross-Layer Defense Mechanism in Industrial Control Systems. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Guoqing Xiao, Ziming Long, Yuedan Chen, Yunchuan Qin, Fan Wu
Row-Segmented Sparse-Dense Matrix Matrix Multiplication on GPUs. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Yuanyuan Zeng, Wangdong Yang, Xu Zhou, Guoqing Xiao, Yunjun Gao, Kenli Li
Distributed Set Label-Constrained Reachability Queries over Billion-Scale Graphs. ICDE (2022)
Guoqing Xiao, Tao Zhou, Yuedan Chen, Yikun Hu, Kenli Li
DTSpMV: An Adaptive SpMV Framework for Graph Analysis on GPUs. HPCC/DSS/SmartCity/DependSys (2022)
Yuedan Chen, Guoqing Xiao, Kenli Li, Francesco Piccialli, Albert Y. Zomaya
fgSpMSpV: A Fine-grained Parallel SpMSpV Framework on HPC Platforms. ACM Trans. Parallel Comput. 9 (2) (2022)
Yuedan Chen, Guoqing Xiao, M. Tamer Özsu, Zhuo Tang, Albert Y. Zomaya, Kenli Li
Exploiting Hierarchical Parallelism and Reusability in Tensor Kernel Processing on Heterogeneous HPC Systems. ICDE (2022)
Guoqing Xiao, Chuanghui Yin, Yuedan Chen, Mingxing Duan, Kenli Li
GSpTC: High-Performance Sparse Tensor Contraction on CPU-GPU Heterogeneous Systems. HPCC/DSS/SmartCity/DependSys (2022)
Wensheng Luo, Xu Zhou, Jianye Yang, Peng Peng, Guoqing Xiao, Yunjun Gao
Efficient Approaches to Top-r Influential Community Search. IEEE Internet Things J. 8 (16) (2021)
Yuedan Chen, M. Tamer Özsu, Guoqing Xiao, Zhuo Tang, Kenli Li
GSmart: An Efficient SPARQL Query Engine Using Sparse Matrix Algebra - Full Version. CoRR (2021)
Guoqing Xiao, Kenli Li, Yuedan Chen, Wangquan He, Albert Y. Zomaya, Tao Li
CASpMV: A Customized and Accelerative SpMV Framework for the Sunway TaihuLight. IEEE Trans. Parallel Distributed Syst. 32 (1) (2021)
Yuedan Chen, Guoqing Xiao, Fan Wu, Zhuo Tang, Keqin Li
tpSpMV: A two-phase large-scale sparse matrix-vector multiplication kernel for manycore architectures. Inf. Sci. 523 (2020)
Khin Nandar Win, Jianguo Chen, Mingxing Duan, Guoqing Xiao, Kenli Li, Philippe Fournier-Viger, Keqin Li
A Decision Support System to Provide Criminal Pattern Based Suggestions to Travelers. IEA/AIE (2020)
Guoqing Xiao, Jingning Li, Yuedan Chen, Kenli Li
MalFCS: An effective malware classification framework with automated feature extraction based on deep convolutional neural networks. J. Parallel Distributed Comput. 141 (2020)
Yuedan Chen, Guoqing Xiao, Wangdong Yang
Optimizing partitioned CSR-based SpGEMM on the Sunway TaihuLight. Neural Comput. Appl. 32 (10) (2020)
Guoqing Xiao, Yuedan Chen, Chubo Liu, Xu Zhou
ahSpMV: An Autotuning Hybrid Computing Scheme for SpMV on the Sunway Architecture. IEEE Internet Things J. 7 (3) (2020)
Yuedan Chen, Guoqing Xiao, M. Tamer Özsu, Chubo Liu, Albert Y. Zomaya, Tao Li
aeSpTV: An Adaptive and Efficient Framework for Sparse Tensor-Vector Product Kernel on a High-Performance Computing Platform. IEEE Trans. Parallel Distributed Syst. 31 (10) (2020)
Guoqing Xiao, Kenli Li, Maozhen Li, Lipo Wang
Editorial Message: Special Issue on Advances in Parallel and Distributed Computing for Fuzzy Systems. Int. J. Fuzzy Syst. 21 (6) (2019)
Xu Zhou, Kenli Li, ZhiBang Yang, Guoqing Xiao, Keqin Li
Progressive Approaches for Pareto Optimal Groups Computation. IEEE Trans. Knowl. Data Eng. 31 (3) (2019)
Khin Nandar Win, Jianguo Chen, Guoqing Xiao, Yuedan Chen, Philippe Fournier-Viger
A Parallel Crime Activity Clustering Algorithm Based on Apache Spark Cloud Computing Platform. HPCC/SmartCity/DSS (2019)
Yuedan Chen, Guoqing Xiao, Zheng Xiao, Wangdong Yang
hpSpMV: A Heterogeneous Parallel Computing Scheme for SpMV on the Sunway TaihuLight Supercomputer. HPCC/SmartCity/DSS (2019)
Yuedan Chen, Guoqing Xiao, Fan Wu, Zhuo Tang
Towards Large-Scale Sparse Matrix-Vector Multiplication on the SW26010 Manycore Architecture. HPCC/SmartCity/DSS (2019)
Yuedan Chen, Kenli Li, Wangdong Yang, Guoqing Xiao, Xianghui Xie, Tao Li
Performance-Aware Model for Sparse Matrix-Matrix Multiplication on the Sunway TaihuLight Supercomputer. IEEE Trans. Parallel Distributed Syst. 30 (4) (2019)
ZhiBang Yang, Xu Zhou, Kenli Li, Guoqing Xiao, Yunjun Gao, Keqin Li
Efficient processing of top k group skyline queries. Knowl. Based Syst. 182 (2019)
Guoqing Xiao, Kenli Li, Xu Zhou, Keqin Li
Efficient monochromatic and bichromatic probabilistic reverse top-k query processing for uncertain big data. J. Comput. Syst. Sci. 89 (2017)
Guoqing Xiao, Kenli Li, Keqin Li
Reporting l most influential objects in uncertain databases based on probabilistic reverse top-k queries. Inf. Sci. 405 (2017)
ZhiBang Yang, Xu Zhou, Jin Mei, Yifu Zeng, Guoqing Xiao, Guo Pan
Identifying Most Preferential Skyline Product Combinations. Int. J. Pattern Recognit. Artif. Intell. 31 (11) (2017)
Shuli Wang, Kenli Li, Jing Mei, Guoqing Xiao, Keqin Li
A Reliability-aware Task Scheduling Algorithm Based on Replication on Heterogeneous Computing Systems. J. Grid Comput. 15 (1) (2017)
Guoqing Xiao, Kenli Li, Xu Zhou, Keqin Li
Queueing Analysis of Continuous Queries for Uncertain Data Streams Over Sliding Windows. Int. J. Pattern Recognit. Artif. Intell. 30 (9) (2016)
Guoqing Xiao, Fan Wu, Xu Zhou, Keqin Li
Probabilistic top-k range query processing for uncertain databases. J. Intell. Fuzzy Syst. 31 (2) (2016)
Xu Zhou, Yantao Zhou, Guoqing Xiao, Yifu Zeng, Fei Zheng
Effective approach for an extended P-skyline query. J. Intell. Fuzzy Syst. 31 (2) (2016)
Mingxing Duan, Kenli Li, Zhuo Tang, Guoqing Xiao, Keqin Li
Selection and replacement algorithms for memory performance improvement in Spark. Concurr. Comput. Pract. Exp. 28 (8) (2016)
Xu Zhou, Kenli Li, Guoqing Xiao, Yantao Zhou, Keqin Li
Top k Favorite Probabilistic Products Queries. IEEE Trans. Knowl. Data Eng. 28 (10) (2016)
Guoqing Xiao, Kenli Li, Keqin Li, Xu Zhou
Efficient top-(k, l) range query processing for uncertain data based on multicore architectures. Distributed Parallel Databases 33 (3) (2015)
Guangping Tang, Wangdong Yang, Kenli Li, Yu Ye, Guoqing Xiao, Keqin Li
An iteration-based hybrid parallel algorithm for tridiagonal systems of equations on multi-core architectures. Concurr. Comput. Pract. Exp. 27 (17) (2015)
Guoqing Xiao, Kenli Li, Keqin Li
Reporting L Most Favorite Objects in Uncertain Databases with Probabilistic Reverse Top-k Queries. ICDM Workshops (2015)