Guoqing Xiao
Orcid: 0000-0001-5008-4829Affiliations:
- Hunan University, College of Computer Science and Electronic Engineering, Changsha, China
- National Supercomputing Center in Changsha, China
- University of Waterloo, Canada (former)
According to our database1,
Guoqing Xiao
authored at least 56 papers
between 2015 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
FastLoad: Speeding Up Data Loading of Both Sparse Matrix and Vector for SpMV on GPUs.
IEEE Trans. Parallel Distributed Syst., December, 2024
Accurate and Scalable Graph Convolutional Networks for Recommendation Based on Subgraph Propagation.
IEEE Trans. Knowl. Data Eng., December, 2024
Connectivity-Oriented Property Graph Partitioning for Distributed Graph Pattern Query Processing.
Proc. ACM Manag. Data, December, 2024
BM-FL: A Balanced Weight Strategy for Multi-Stage Federated Learning Against Multi-Client Data Skewing.
IEEE Trans. Knowl. Data Eng., September, 2024
Efficient Utilization of Multi-Threading Parallelism on Heterogeneous Systems for Sparse Tensor Contraction.
IEEE Trans. Parallel Distributed Syst., June, 2024
ACM Trans. Parallel Comput., June, 2024
A Black-Box Attack Algorithm Targeting Unlabeled Industrial AI Systems With Contrastive Learning.
IEEE Trans. Ind. Informatics, April, 2024
ABSS: An Adaptive Batch-Stream Scheduling Module for Dynamic Task Parallelism on Chiplet-based Multi-Chip Systems.
ACM Trans. Parallel Comput., March, 2024
ACM Comput. Surv., January, 2024
APPQ-CNN: An Adaptive CNNs Inference Accelerator for Synergistically Exploiting Pruning and Quantization Based on FPGA.
IEEE Trans. Sustain. Comput., 2024
Traj2Former: A Local Context-aware Snapshot and Sequential Dual Fusion Transformer for Trajectory Classification.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
2023
IEEE Trans. Computers, August, 2023
PH-CF: A Phased Hybrid Algorithm for Accelerating Subgraph Matching Based on CPU-FPGA Heterogeneous Platform.
IEEE Trans. Ind. Informatics, July, 2023
An Explicitly Weighted GCN Aggregator based on Temporal and Popularity Features for Recommendation.
Trans. Recomm. Syst., June, 2023
Concurr. Comput. Pract. Exp., 2023
An Algorithm and Architecture Co-design for Accelerating Smart Contracts in Blockchain.
Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023
2022
An Efficient Parallel Reinforcement Learning Approach to Cross-Layer Defense Mechanism in Industrial Control Systems.
IEEE Trans. Parallel Distributed Syst., 2022
ACM Trans. Parallel Comput., 2022
Proceedings of the IEEE Smartworld, 2022
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Exploiting Hierarchical Parallelism and Reusability in Tensor Kernel Processing on Heterogeneous HPC Systems.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022
2021
IEEE Trans. Parallel Distributed Syst., 2021
IEEE Internet Things J., 2021
CoRR, 2021
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021
2020
aeSpTV: An Adaptive and Efficient Framework for Sparse Tensor-Vector Product Kernel on a High-Performance Computing Platform.
IEEE Trans. Parallel Distributed Syst., 2020
Neural Comput. Appl., 2020
MalFCS: An effective malware classification framework with automated feature extraction based on deep convolutional neural networks.
J. Parallel Distributed Comput., 2020
tpSpMV: A two-phase large-scale sparse matrix-vector multiplication kernel for manycore architectures.
Inf. Sci., 2020
IEEE Internet Things J., 2020
A Decision Support System to Provide Criminal Pattern Based Suggestions to Travelers.
Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020
2019
Performance-Aware Model for Sparse Matrix-Matrix Multiplication on the Sunway TaihuLight Supercomputer.
IEEE Trans. Parallel Distributed Syst., 2019
IEEE Trans. Knowl. Data Eng., 2019
Editorial Message: Special Issue on Advances in Parallel and Distributed Computing for Fuzzy Systems.
Int. J. Fuzzy Syst., 2019
A Parallel Crime Activity Clustering Algorithm Based on Apache Spark Cloud Computing Platform.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019
hpSpMV: A Heterogeneous Parallel Computing Scheme for SpMV on the Sunway TaihuLight Supercomputer.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019
Towards Large-Scale Sparse Matrix-Vector Multiplication on the SW26010 Manycore Architecture.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019
2017
Efficient monochromatic and bichromatic probabilistic reverse top-k query processing for uncertain big data.
J. Comput. Syst. Sci., 2017
Reporting l most influential objects in uncertain databases based on probabilistic reverse top-k queries.
Inf. Sci., 2017
Int. J. Pattern Recognit. Artif. Intell., 2017
A Reliability-aware Task Scheduling Algorithm Based on Replication on Heterogeneous Computing Systems.
J. Grid Comput., 2017
2016
J. Intell. Fuzzy Syst., 2016
Queueing Analysis of Continuous Queries for Uncertain Data Streams Over Sliding Windows.
Int. J. Pattern Recognit. Artif. Intell., 2016
Concurr. Comput. Pract. Exp., 2016
2015
Efficient top-(k, l) range query processing for uncertain data based on multicore architectures.
Distributed Parallel Databases, 2015
An iteration-based hybrid parallel algorithm for tridiagonal systems of equations on multi-core architectures.
Concurr. Comput. Pract. Exp., 2015
Reporting L Most Favorite Objects in Uncertain Databases with Probabilistic Reverse Top-k Queries.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015