Jianqiang Huang

Orcid: 0000-0002-4454-7919

Affiliations:
  • Qinghai University, Intelligent Computing and Application Laboratory, Xining, China
  • Tsinghua University, Department of Computer Science and Technology, Beijing, China


According to our database1, Jianqiang Huang authored at least 53 papers between 2019 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Robust low-rank representation on anchor graph with self-attention.
Frontiers Comput. Sci., October, 2026

PHFedDA: Personalized Hierarchical Federated Learning Framework Based on Heterogeneous Data Aggregation in Vehicular Networks.
IEEE Trans. Veh. Technol., June, 2026

BEAVER: A Training-Free Hierarchical Prompt Compression Method via Structure-Aware Page Selection.
CoRR, March, 2026

Qklu: a two-dimensional block-cyclic sparse direct solver.
CCF Trans. High Perform. Comput., February, 2026

EDTC: Exact Triangle Counting for Dynamic Graphs on GPU.
IEEE Trans. Parallel Distributed Syst., January, 2026

Dynamic pivotal node attention for spatio-temporal wind speed forecasting.
Neurocomputing, 2026

Hierarchical fusion of local and global visual features with mixture-of-experts for remote sensing image scene classification.
Neurocomputing, 2026

PANA: A Fine-Grained Runtime-Adaptive Load Balancing for Parallel SpMV on Multicore CPUs.
Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2026

SVSIG: Incremental Streaming Graph Processing with Source Vertex Suppression.
Proceedings of the 40th ACM International Conference on Supercomputing, 2026

2025
Collaborative pseudo-label transfer for few-shot unsupervised domain adaptation.
CCF Trans. High Perform. Comput., December, 2025

Vector knowledge transfer-driven representation learning for heterogeneous hypernetworks.
Knowl. Inf. Syst., October, 2025

AFM-Net: Advanced Fusing Hierarchical CNN Visual Priors with Global Sequence Modeling for Remote Sensing Image Scene Classification.
CoRR, October, 2025

Research on GPU transplantation optimization of PRM scalar advection scheme in GRAPES global forecast system.
CCF Trans. High Perform. Comput., June, 2025

An Efficient Parallel Ordered Depth-First Search Strategy for Directed Acyclic Graphs.
Concurr. Comput. Pract. Exp., February, 2025

Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Federated Distillation and Deep Reinforcement Learning.
IEEE Trans. Netw. Sci. Eng., 2025

GDSR: Global-Detail Integration Through Dual-Branch Network With Wavelet Losses for Remote Sensing Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2025

CPAT: cross-patch aggregated transformer for time series forecasting.
Mach. Learn., 2025

Single Image Super-Resolution Through Image Pixel Information Clustering and Generative Adversarial Network.
Big Data Min. Anal., 2025

Plastic Distillation and Local Class Augment for Federated Class Incremental Learning.
Appl. Soft Comput., 2025

Imputing Missing Temperature Data of Meteorological Stations Based on Global Spatiotemporal Attention Neural Network.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis.
Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

Octree-STCM: Octree-Based Spatio-Temporal Context Model for Lossless Geometry Compression of Dynamic Point Cloud.
Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

Research on Parallel Weighted Back-Projection Algorithm on Multi-CPU.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

A Fast and Lightweight Model for Causal Audio-Visual Speech Separation.
Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024
Heterogeneous Hypernetwork Representation Learning With Hyperedge Fusion.
IEEE Trans. Comput. Soc. Syst., December, 2024

ConvMambaSR: Leveraging State-Space Models and CNNs in a Dual-Branch Architecture for Remote Sensing Imagery Super-Resolution.
Remote. Sens., September, 2024

DisRot: boosting the generalization capability of few-shot learning via knowledge distillation and self-supervised learning.
Mach. Vis. Appl., May, 2024

HES-UNet: A U-Net for Hepatic Echinococcosis Lesion Segmentation.
CoRR, 2024

ARFA: An Asymmetric Receptive Field Autoencoder Model for Spatiotemporal Prediction.
Proceedings of the IEEE International Conference on Acoustics, 2024

DYTC: Dynamic Graph Triangle Counting on GPU.
Proceedings of the 2024 8th International Conference on Algorithms, Computing and Systems, 2024

2023
PAS: A new powerful and simple quantum computing simulator.
Softw. Pract. Exp., 2023

ARFA: An Asymmetric Receptive Field Autoencoder Model for Spatiotemporal Prediction.
CoRR, 2023

STA-Net: Reconstruct Missing Temperature Data of Meteorological Stations Using a Spatiotemporal Attention Neural Network.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Efficient SpMM with Kernel Switching on GPUs for Graph Neural Networks.
Proceedings of the 7th International Conference on High Performance Compilation, 2023

A Survey of Complex Network Representation Learning Methods.
Proceedings of the 7th International Conference on High Performance Compilation, 2023

Design and Implementation of External Storage Large-Scale Graph Computing System.
Proceedings of the 7th International Conference on High Performance Compilation, 2023

GTLB: A Load-Balanced SpMV Computation Method on GPU.
Proceedings of the 7th International Conference on High Performance Compilation, 2023

2022
$TC-Stream$TC-Stream: Large-Scale Graph Triangle Counting on a Single Machine Using GPUs.
IEEE Trans. Parallel Distributed Syst., 2022

Simulation of three-dimensional phase field model with LBM method using OpenCL.
J. Supercomput., 2022

Hypernetwork Representation Learning Based on Hyperedge Modeling.
Symmetry, 2022

Hypernetwork Representation Learning with Common Constraints of the Set and Translation.
Symmetry, 2022

A Two-stage Algorithm Based on Prediction and Search for Maxk-Truss Decomposition.
Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

Hypernetwork Representation Learning With the Transformation Strategy.
Proceedings of the HP3C 2022: 6th International Conference on High Performance Compilation, 2022

2021
ALBUS: A method for efficiently processing SpMV using SIMD and Load balancing.
Future Gener. Comput. Syst., 2021

A simple and efficient storage format for SIMD-accelerated SpMV.
Clust. Comput., 2021

2020
Survey of single image super-resolution reconstruction.
IET Image Process., 2020

HpQC: A New Efficient Quantum Computing Simulator.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

Research of GRAPES Numerical Weather Prediction Model.
Proceedings of the HPCCT & BDAI 2020: 4th High Performance Computing and Cluster Technologies Conference & 3rd International Conference on Big Data and Artificial Intelligence, 2020

Research on Accelerating the Performance of SpMV Based on AVX2 Instruction Set.
Proceedings of the HPCCT & BDAI 2020: 4th High Performance Computing and Cluster Technologies Conference & 3rd International Conference on Big Data and Artificial Intelligence, 2020

CSR2: A New Format for SIMD-accelerated SpMV.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019
Using Cluster Analysis and Least Square Support Vector Machine to Predicting Power Demand for the Next-Day.
IEEE Access, 2019

Single Image Super-Resolution Reconstruction of Enhanced Loss Function with Multi-GPU Training.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Pimiento: A Vertex-Centric Graph-Processing Framework on a Single Machine.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2019


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