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ORCIDHongxu Jiang
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2020 – today
- 2024
[j22]Amarjeet Kumar, Hongxu Jiang
, Muhammad Imran, Cyndi Valdes, Gabriela Leon, Dahyun Kang, Parvathi Nataraj, Yuyin Zhou, Michael D. Weiss, Wei Shao:
A flexible 2.5D medical image segmentation approach with in-slice and cross-slice attention. Comput. Biol. Medicine 182: 109173 (2024)- [j21]Dong Dong, Hongxu Jiang, Boyu Diao:
AKGF: Automatic Kernel Generation for DNN on CPU-FPGA. Comput. J. 67(5): 1619-1627 (2024) - [j20]Hongxu Jiang, Muhammad Imran, Preethika Muralidharan, Anjali Patel, Jake Pensa, Muxuan Liang, Tarik Benidir, Joseph R. Grajo, Jason P. Joseph, Russell Terry, John Michael DiBianco, Li-Ming Su, Yuyin Zhou, Wayne G. Brisbane, Wei Shao:
MicroSegNet: A deep learning approach for prostate segmentation on micro-ultrasound images. Comput. Medical Imaging Graph. 112: 102326 (2024) - [j19]Runhua Zhang, Hongxu Jiang, Jinkun Geng, Fangzheng Tian, Yuhang Ma, Haojie Wang:
A high-performance dataflow-centric optimization framework for deep learning inference on the edge. J. Syst. Archit. 152: 103180 (2024) - [j18]Qian Zheng, Hualing Guo, Yunhua Yin, Bin Zheng, Hongxu Jiang:
LFSimCC: Spatial fusion lightweight network for human pose estimation. J. Vis. Commun. Image Represent. 99: 104093 (2024) - [i7]Yanfei Song, Bangzheng Pu, Peng Wang, Hongxu Jiang, Dong Dong, Yongxiang Cao, Yiqing Shen:
SAM-Lightening: A Lightweight Segment Anything Model with Dilated Flash Attention to Achieve 30 times Acceleration. CoRR abs/2403.09195 (2024) - [i6]Amarjeet Kumar, Hongxu Jiang, Muhammad Imran, Cyndi Valdes, Gabriela Leon, Dahyun Kang, Parvathi Nataraj, Yuyin Zhou, Michael D. Weiss, Wei Shao:
A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention. CoRR abs/2405.00130 (2024) - [i5]Hongxu Jiang, Muhammad Imran, Linhai Ma, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao:
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation. CoRR abs/2405.14802 (2024) - 2023
- [j17]Dong Dong, Hongxu Jiang, Xuekai Wei:
Caching Hybrid Rotation: A Memory Access Optimization Method for CNN on FPGA. J. Circuits Syst. Comput. 32(13): 2350218:1-2350218:15 (2023) - [j16]Dong Dong, Hongxu Jiang, Xuekai Wei, Yanfei Song, Xu Zhuang, Jason Wang:
ETNAS: An energy consumption task-driven neural architecture search. Sustain. Comput. Informatics Syst. 40: 100926 (2023) - [j15]Yonghua Zhang, Hongxu Jiang, Yuting Zhu, Runhua Zhang, Yongxiang Cao, Chenhui Zhu, Wei Wang, Dong Dong, Xiaobin Li:
LOCP: Latency-optimized channel pruning for CNN inference acceleration on GPUs. J. Supercomput. 79(13): 14313-14341 (2023) - [j14]Dong Dong, Hongxu Jiang, Hanqun Lin, Yanfei Song:
PCGC: a performance compact graph compiler based on multilevel fusion-splitting rules. J. Supercomput. 79(15): 17419-17444 (2023) - [c11]Runhua Zhang, Hongxu Jiang, Fangzheng Tian, Jinkun Geng, Xiaobin Li, Yuhang Ma, Chenhui Zhu, Dong Dong, Xin Li, Haojie Wang:
Xenos : Dataflow-Centric Optimization to Accelerate Model Inference on Edge Devices. DASFAA (1) 2023: 535-545 - [c10]Dong Dong, Hongxu Jiang:
Subgraph Mapping Optimization Methods for Domain-Specific Architectures. HPCC/DSS/SmartCity/DependSys 2023: 732-733 - [i4]Runhua Zhang, Hongxu Jiang, Fangzheng Tian, Jinkun Geng, Xiaobin Li, Yuhang Ma, Chenhui Zhu, Dong Dong, Xin Li, Haojie Wang:
Xenos: Dataflow-Centric Optimization to Accelerate Model Inference on Edge Devices. CoRR abs/2302.00282 (2023) - [i3]Hongxu Jiang, Muhammad Imran, Preethika Muralidharan, Anjali Patel, Jake Pensa, Muxuan Liang, Tarik Benidir, Joseph R. Grajo, Jason P. Joseph, Russell Terry, John Michael DiBianco, Li-Ming Su, Yuyin Zhou, Wayne G. Brisbane, Wei Shao:
MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound Images. CoRR abs/2305.19956 (2023) - 2022
- [j13]Rui Miao, Hongxu Jiang, Fangzheng Tian:
Robust Ship Detection in Infrared Images through Multiscale Feature Extraction and Lightweight CNN. Sensors 22(3): 1226 (2022) - [j12]Zongheng Tang, Yue Liao, Si Liu, Guanbin Li, Xiaojie Jin, Hongxu Jiang, Qian Yu, Dong Xu:
Human-Centric Spatio-Temporal Video Grounding With Visual Transformers. IEEE Trans. Circuits Syst. Video Technol. 32(12): 8238-8249 (2022) - [j11]Yonghua Zhang, Hongxu Jiang, Xiaojian Liu, Haiheng Cao, Yu Du:
High-efficient MPSoC-based CNNs accelerator with optimized storage and dataflow. J. Supercomput. 78(3): 3205-3225 (2022) - [j10]Rui Miao, Hongxu Jiang, Fangzheng Tian, Xiaobin Li:
High anti-interference and FPGA-oriented method for real-time ship detection based on structured LBP features. J. Supercomput. 78(11): 13780-13813 (2022) - [c9]Yonghua Zhang, Hongxu Jiang, Xiaobin Li, Haojie Wang, Dong Dong, Yongxiang Cao:
An Efficient Sparse CNNs Accelerator on FPGA. CLUSTER 2022: 504-505 - [c8]Yuting Zhu, Hongxu Jiang, Runhua Zhang, Yonghua Zhang, Dong Dong:
CNNBooster: Accelerating CNN Inference with Latency-aware Channel Pruning for GPU. ISPA/BDCloud/SocialCom/SustainCom 2022: 355-362 - 2021
- [j9]Xiaobin Li, Hongxu Jiang, Runhua Zhang, Fangzheng Tian, Shuangxi Huang, Donghuan Xu:
Robustness-aware 2-bit quantization with real-time performance for neural network. Neurocomputing 455: 12-22 (2021) - [c7]Xiaobin Li, Hongxu Jiang, Shuangxi Huang, Fangzheng Tian, Runhua Zhang, Dong Dong:
SRQ: Self-Reference quantization scheme for lightweight neural network. DCC 2021: 349 - [c6]Rui Miao, Hongxu Jiang, Fangzheng Tian, Xiaobin Li, Yonghua Zhang, Dong Dong:
Real-Time Ship detection from Infrared Images Through Multi-feature Fusion. ISPA/BDCloud/SocialCom/SustainCom 2021: 533-538 - [c5]Xiaobin Li, Hongxu Jiang, Fangzheng Tian, Yonghua Zhang, Rui Miao, Donghuan Xu:
Optimal FPGA-oriented lightweight network architecture search under multi-objective constraints. ISPA/BDCloud/SocialCom/SustainCom 2021: 978-983 - [c4]Yonghua Zhang, Hongxu Jiang, Xiaobin Li, Rui Miao, Jinyan Nie, Yu Du:
Energy-Efficient CNNs Accelerator Implementation on FPGA with Optimized Storage and Dataflow. ISPA/BDCloud/SocialCom/SustainCom 2021: 1209-1214 - 2020
- [i2]Xiaobin Li, Hongxu Jiang, Shuangxi Huang, Fangzheng Tian:
Robustness-aware 2-bit quantization with real-time performance for neural network. CoRR abs/2010.11271 (2020) - [i1]Zongheng Tang, Yue Liao, Si Liu, Guanbin Li, Xiaojie Jin, Hongxu Jiang, Qian Yu, Dong Xu:
Human-centric Spatio-Temporal Video Grounding With Visual Transformers. CoRR abs/2011.05049 (2020)
2010 – 2019
- 2019
- [j8]Hongxu Jiang, Rui Fan, Yongfei Zhang, Gang Wang, Zhe Li:
Highly Paralleled Low-Cost Embedded HEVC Video Encoder on TI KeyStone Multicore DSP. IEEE Trans. Circuits Syst. Video Technol. 29(4): 1163-1178 (2019) - 2018
- [j7]Hongxu Jiang, Shenglan Li, Huiyong Li, Tingshan Liu, Jinyuan Lu:
A High-Performance and Hardware-Efficient PCIe Transmission for a Multi-Channel Video Using Command Caching and Dynamic Splicing on FPGA. J. Circuits Syst. Comput. 27(4): 1850067:1-1850067:19 (2018) - [j6]Bingjie Li, Cunguang Zhang, Bo Li, Hongxu Jiang, Qizhi Xu:
A hardware-efficient parallel architecture for real-time blob analysis based on run-length code. J. Real Time Image Process. 15(3): 657-672 (2018) - 2017
- [j5]Tingshan Liu, Hongxu Jiang, Huiyong Li, Bo Li, Miyi Duan:
Efficient PCIe transmission for Multi-Channel video using dynamic splicing and conditional prefetching. Multim. Tools Appl. 76(23): 25057-25078 (2017) - 2016
- [j4]Yongfei Zhang, Haiheng Cao, Hongxu Jiang, Bo Li:
Memory-efficient high-speed VLSI implementation of multi-level discrete wavelet transform. J. Vis. Commun. Image Represent. 38: 297-306 (2016) - [j3]Shiming Sun, Hongxu Jiang, Bo Li:
An efficient Markov chain-based data prefetching for motion estimation of HEVC on multi-core DSPs. Multim. Tools Appl. 75(13): 8019-8043 (2016) - 2014
- [j2]Yongfei Zhang, Haiheng Cao, Hongxu Jiang, Bo Li:
Visual Distortion Sensitivity Modeling for Spatially Adaptive Quantization in Remote Sensing Image Compression. IEEE Geosci. Remote. Sens. Lett. 11(4): 723-727 (2014) - [c3]Haiheng Cao, Yongfei Zhang, Hongxu Jiang:
A high-throughput MQ coder architecture based on dependence extraction method. ICIP 2014: 1203-1207 - 2011
- [j1]Bo Li, Rui Yang, Hongxu Jiang:
Remote-Sensing Image Compression Using Two-Dimensional Oriented Wavelet Transform. IEEE Trans. Geosci. Remote. Sens. 49(1-1): 236-250 (2011) - [c2]Kai Yang, Hongxu Jiang:
Optimized-SSIM Based Quantization in Optical Remote Sensing Image Compression. ICIG 2011: 117-122 - 2010
- [c1]Gaofeng Wei, Hongxu Jiang, Rui Yang:
Linear-Regression Model Based Wavelet Filter Evaluation for Image Compression. APWCS 2010: 315-318
Coauthor Index
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