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ORCIDGuoqing Xiao 0001
Person information
- affiliation: Hunan University, College of Computer Science and Electronic Engineering, Changsha, China
- affiliation: National Supercomputing Center in Changsha, China
- affiliation (former): University of Waterloo, Canada
Other persons with the same name
- Guoqing Xiao — disambiguation page
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2020 – today
- 2024
[j35]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): 21:1-21:38 (2024)- [j34]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): 6325-6335 (2024) - [j33]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): 4486-4498 (2024) - [j32]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): 6:1-6:24 (2024) - [j31]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): 11 (2024) - [j30]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): 889-900 (2024) - [j29]Jinyu Hu, Huizhang Luo, Hong Jiang, Guoqing Xiao, Kenli Li:
FastLoad: Speeding Up Data Loading of Both Sparse Matrix and Vector for SpMV on GPUs. IEEE Trans. Parallel Distributed Syst. 35(12): 2423-2434 (2024) - [c15]Zhao Liu, Guoqing Xiao, Xu Zhou, Yunchuan Qin, Yunjun Gao, Kenli Li:
Cross Online Assignment of Hybrid Task in Spatial Crowdsourcing. ICDE 2024: 317-329 - [c14]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: 3230-3243 - [c13]Yuan Xie, Yichen Zhang, Yifang Yin, Sheng Zhang, Ying Zhang, Rajiv Ratn Shah, Roger Zimmermann, Guoqing Xiao:
Traj2Former: A Local Context-aware Snapshot and Sequential Dual Fusion Transformer for Trajectory Classification. ACM Multimedia 2024: 8053-8061 - 2023
- [j28]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): 1 (2023) - [j27]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): 2336-2349 (2023) - [j26]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): 8362-8373 (2023) - [j25]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): 1-23 (2023) - [c12]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: 32:1-32:13 - 2022
- [j24]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): 8:1-8:29 (2022) - [j23]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): 2979-2990 (2022) - [c11]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: 35-42 - [c10]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: 380-387 - [c9]Yuanyuan Zeng, Wangdong Yang, Xu Zhou, Guoqing Xiao, Yunjun Gao, Kenli Li:
Distributed Set Label-Constrained Reachability Queries over Billion-Scale Graphs. ICDE 2022: 1969-1981 - [c8]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: 2522-2535 - [c7]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: 376-383 - 2021
- [j22]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): 12650-12657 (2021) - [j21]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): 131-146 (2021) - [c6]Chenlin Huang, Yusong Tan, Guoyun Duan, Zhiwen Chen, Boyang Zhang, Peiyao Deng, Qianxiang Zhang, Jianhua Sun, Hao Chen, Guoqing Xiao, Qing Liao:
A Coverage-Guided Fuzzing Framework for Trusted Execution Environments. HPCC/DSS/SmartCity/DependSys 2021: 775-782 - [i1]Yuedan Chen, M. Tamer Özsu, Guoqing Xiao, Zhuo Tang, Kenli Li:
GSmart: An Efficient SPARQL Query Engine Using Sparse Matrix Algebra - Full Version. CoRR abs/2106.14038 (2021) - 2020
- [j20]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): 1736-1744 (2020) - [j19]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: 279-295 (2020) - [j18]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: 49-58 (2020) - [j17]Yuedan Chen, Guoqing Xiao, Wangdong Yang:
Optimizing partitioned CSR-based SpGEMM on the Sunway TaihuLight. Neural Comput. Appl. 32(10): 5571-5582 (2020) - [j16]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): 2329-2345 (2020) - [c5]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: 582-587
2010 – 2019
- 2019
- [j15]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): 1868-1869 (2019) - [j14]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) - [j13]Xu Zhou, Kenli Li, ZhiBang Yang, Guoqing Xiao, Keqin Li:
Progressive Approaches for Pareto Optimal Groups Computation. IEEE Trans. Knowl. Data Eng. 31(3): 521-534 (2019) - [j12]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): 923-938 (2019) - [c4]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: 68-74 - [c3]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: 989-995 - [c2]Yuedan Chen, Guoqing Xiao, Fan Wu, Zhuo Tang:
Towards Large-Scale Sparse Matrix-Vector Multiplication on the SW26010 Manycore Architecture. HPCC/SmartCity/DSS 2019: 1469-1476 - 2018
- [e2]Maozhen Li, Ning Xiong, Zheng Xiao, Guoqing Xiao, Kenli Li, Libo Wang:
14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, ICNC-FSKD 2018, Huangshan, China, July 28-30, 2018. IEEE 2018, ISBN 978-1-5386-8097-1 [contents] - 2017
- [j11]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): 23-39 (2017) - [j10]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): 1759022:1-1759022:17 (2017) - [j9]Guoqing Xiao, Kenli Li, Keqin Li:
Reporting l most influential objects in uncertain databases based on probabilistic reverse top-k queries. Inf. Sci. 405: 207-226 (2017) - [j8]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: 92-113 (2017) - [e1]Yong Liu, Liang Zhao, Guoyong Cai, Guoqing Xiao, Kenli Li, Lipo Wang:
13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, ICNC-FSKD 2017, Guilin, China, July 29-31, 2017. IEEE 2017, ISBN 978-1-5386-2165-3 [contents] - 2016
- [j7]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): 2473-2486 (2016) - [j6]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): 1660001:1-1660001:16 (2016) - [j5]Xu Zhou, Yantao Zhou, Guoqing Xiao, Yifu Zeng, Fei Zheng:
Effective approach for an extended P-skyline query. J. Intell. Fuzzy Syst. 31(2): 849-858 (2016) - [j4]Guoqing Xiao, Fan Wu, Xu Zhou, Keqin Li:
Probabilistic top-k range query processing for uncertain databases. J. Intell. Fuzzy Syst. 31(2): 1109-1120 (2016) - [j3]Xu Zhou, Kenli Li, Guoqing Xiao, Yantao Zhou, Keqin Li:
Top k Favorite Probabilistic Products Queries. IEEE Trans. Knowl. Data Eng. 28(10): 2808-2821 (2016) - 2015
- [j2]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): 5076-5095 (2015) - [j1]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): 381-413 (2015) - [c1]Guoqing Xiao, Kenli Li, Keqin Li:
Reporting L Most Favorite Objects in Uncertain Databases with Probabilistic Reverse Top-k Queries. ICDM Workshops 2015: 1592-1599
Coauthor Index
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