Hongxu Jiang

50 papers A 1B 3C 1Misc 1Journal 35Unranked 9
YearRankTypeTitle / Venue / Authors
2026 — conf
Beyond Content: Integrating Generated User Intent and Planned Behavior Theory for Reliable Fake News Detection.
KDD (1)
Ling Sun, Yuan Rao, Hongyang Xia, Hongxu Jiang, Chenlong Zhang
2026 J jnl
LSAF: A load-balancing SpGEMM acceleration framework with dynamic package and static partition for multi-core systolic arrays.
Parallel Comput.
Yongxiang Cao, Hongxu Jiang, Guocheng Zhao, Dongcheng Shi, Runhua Zhang, Wei Wang
2025 J jnl
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation.
IEEE J. Biomed. Health Informatics
Hongxu Jiang, Muhammad Imran, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao
2025 J jnl
FlexPie: Accelerate Distributed Inference on Edge Devices with Flexible Combinatorial Optimization[Technical Report].
CoRR
Runhua Zhang, Hongxu Jiang, Jinkun Geng, Yuhang Ma, Chenhui Zhu, Haojie Wang
2025 J jnl
Geodesic Diffusion Models for Medical Image-to-Image Generation.
CoRR
Teng Zhang, Hongxu Jiang, Kuang Gong, Wei Shao
2025 J jnl
HMSA: High-Performance Heterogeneous Mixed-Precision CNN Systolic Array Accelerator on FPGA.
ACM Trans. Embed. Comput. Syst.
Yongxiang Cao, Hongxu Jiang, Huiyong Li, Yu Tang, Dongcheng Shi, Guocheng Zhao
2025 B conf
JOVS: Joint Optimization of Vectorization and Scheduling for DNN on AI DSPs.
SPAA
Yaochen Han, Hongxu Jiang, Runhua Zhang, Rui She
2025 A conf
SparDR: Accelerating Unstructured Sparse DNN Inference via Dataflow Optimization.
DATE
Wei Wang, Hongxu Jiang, Runhua Zhang, Yongxiang Cao, Yaochen Han
2024 J jnl
A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention.
CoRR
Amarjeet Kumar, Hongxu Jiang, Muhammad Imran, Cyndi Valdes, Gabriela Leon, Dahyun Kang, Parvathi Nataraj, Yuyin Zhou, Michael D. Weiss, Wei Shao
2024 J jnl
A flexible 2.5D medical image segmentation approach with in-slice and cross-slice attention.
Comput. Biol. Medicine
Amarjeet Kumar, Hongxu Jiang, Muhammad Imran, Cyndi Valdes, Gabriela Leon, Dahyun Kang, Parvathi Nataraj, Yuyin Zhou, Michael D. Weiss, Wei Shao
2024 J jnl
A high-performance dataflow-centric optimization framework for deep learning inference on the edge.
J. Syst. Archit.
Runhua Zhang, Hongxu Jiang, Jinkun Geng, Fangzheng Tian, Yuhang Ma, Haojie Wang
2024 J jnl
AKGF: Automatic Kernel Generation for DNN on CPU-FPGA.
Comput. J.
Dong Dong, Hongxu Jiang, Boyu Diao
2024 — conf
Compression Format and Systolic Array Structure Co-design for Accelerating Sparse Matrix Multiplication in DNNs.
ICA3PP (4)
Yongxiang Cao, Jixiang Jiang, Guocheng Zhao, Wei Wang, Hongxu Jiang, Yanfei Song
2024 J jnl
Efficient MedSAMs: Segment Anything in Medical Images on Laptop.
CoRR
Jun Ma, Feifei Li, Sumin Kim, Reza Asakereh, Bao-Hiep Le, Dang-Khoa Nguyen-Vu, Alexander Pfefferle, Muxin Wei, Ruochen Gao, Donghang Lyu, Songxiao Yang, Lennart Purucker, Zdravko Marinov, Marius Staring, Haisheng Lu, Thuy Thanh Dao, Xincheng Ye, Zhi Li, Gianluca Brugnara, Philipp Vollmuth, Martha Foltyn-Dumitru, Jaeyoung Cho, Mustafa A. Mahmutoglu, Martin Bendszus, Irada Pflüger, Aditya Rastogi, Dong Ni, Xin Yang, Guang-Quan Zhou, Kaini Wang, Nicholas Heller, Nikolaos Papanikolopoulos, Christopher J. Weight, Yubing Tong, Jayaram K. Udupa, Patrick J. Cahill, Yaqi Wang, Yifan Zhang, Francisco Contijoch, Elliot R. McVeigh, Xin Ye, Shucheng He, Robert Haase, Thomas Pinetz, Alexander Radbruch, Inga Krause, Erich Kobler, Jian He, Yucheng Tang, Haichun Yang, Yuankai Huo, Gongning Luo, Kaisar Kushibar, Jandos Amankulov, Dias Toleshbayev, Amangeldi Mukhamejan, Jan Egger, Antonio Pepe, Christina Gsaxner, Gijs Luijten, Shohei Fujita, Tomohiro Kikuchi, Benedikt Wiestler, Jan S. Kirschke, Ezequiel de la Rosa, Federico Bolelli, Luca Lumetti, Costantino Grana, Kunpeng Xie, Guomin Wu, Behrus Puladi, Carlos Martín-Isla, Karim Lekadir, Víctor M. Campello, Wei Shao, Wayne Brisbane, Hongxu Jiang, Hao Wei, Wu Yuan, Shuangle Li, Yuyin Zhou, Bo Wang
2024 J jnl
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation.
CoRR
Hongxu Jiang, Muhammad Imran, Linhai Ma, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao
2024 J jnl
LFSimCC: Spatial fusion lightweight network for human pose estimation.
J. Vis. Commun. Image Represent.
Qian Zheng, Hualing Guo, Yunhua Yin, Bin Zheng, Hongxu Jiang
2024 J jnl
MicroSegNet: A deep learning approach for prostate segmentation on micro-ultrasound images.
Comput. Medical Imaging Graph.
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
2024 J jnl
SAM-Lightening: A Lightweight Segment Anything Model with Dilated Flash Attention to Achieve 30 times Acceleration.
CoRR
Yanfei Song, Bangzheng Pu, Peng Wang, Hongxu Jiang, Dong Dong, Yongxiang Cao, Yiqing Shen
2023 J jnl
Caching Hybrid Rotation: A Memory Access Optimization Method for CNN on FPGA.
J. Circuits Syst. Comput.
Dong Dong, Hongxu Jiang, Xuekai Wei
2023 J jnl
ETNAS: An energy consumption task-driven neural architecture search.
Sustain. Comput. Informatics Syst.
Dong Dong, Hongxu Jiang, Xuekai Wei, Yanfei Song, Xu Zhuang, Jason Wang
2023 J jnl
LOCP: Latency-optimized channel pruning for CNN inference acceleration on GPUs.
J. Supercomput.
Yonghua Zhang, Hongxu Jiang, Yuting Zhu, Runhua Zhang, Yongxiang Cao, Chenhui Zhu, Wei Wang, Dong Dong, Xiaobin Li
2023 J jnl
MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound Images.
CoRR
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
2023 J jnl
PCGC: a performance compact graph compiler based on multilevel fusion-splitting rules.
J. Supercomput.
Dong Dong, Hongxu Jiang, Hanqun Lin, Yanfei Song
2023 — conf
Subgraph Mapping Optimization Methods for Domain-Specific Architectures.
HPCC/DSS/SmartCity/DependSys
Dong Dong, Hongxu Jiang
2023 — conf
Xenos : Dataflow-Centric Optimization to Accelerate Model Inference on Edge Devices.
DASFAA (1)
Runhua Zhang, Hongxu Jiang, Fangzheng Tian, Jinkun Geng, Xiaobin Li, Yuhang Ma, Chenhui Zhu, Dong Dong, Xin Li, Haojie Wang
2023 J jnl
Xenos: Dataflow-Centric Optimization to Accelerate Model Inference on Edge Devices.
CoRR
Runhua Zhang, Hongxu Jiang, Fangzheng Tian, Jinkun Geng, Xiaobin Li, Yuhang Ma, Chenhui Zhu, Dong Dong, Xin Li, Haojie Wang
2022 C conf
An Efficient Sparse CNNs Accelerator on FPGA.
CLUSTER
Yonghua Zhang, Hongxu Jiang, Xiaobin Li, Haojie Wang, Dong Dong, Yongxiang Cao
2022 — conf
CNNBooster: Accelerating CNN Inference with Latency-aware Channel Pruning for GPU.
ISPA/BDCloud/SocialCom/SustainCom
Yuting Zhu, Hongxu Jiang, Runhua Zhang, Yonghua Zhang, Dong Dong
2022 J jnl
High anti-interference and FPGA-oriented method for real-time ship detection based on structured LBP features.
J. Supercomput.
Rui Miao, Hongxu Jiang, Fangzheng Tian, Xiaobin Li
2022 J jnl
High-efficient MPSoC-based CNNs accelerator with optimized storage and dataflow.
J. Supercomput.
Yonghua Zhang, Hongxu Jiang, Xiaojian Liu, Haiheng Cao, Yu Du
2022 J jnl
Human-Centric Spatio-Temporal Video Grounding With Visual Transformers.
IEEE Trans. Circuits Syst. Video Technol.
Zongheng Tang, Yue Liao, Si Liu, Guanbin Li, Xiaojie Jin, Hongxu Jiang, Qian Yu, Dong Xu
2022 J jnl
Robust Ship Detection in Infrared Images through Multiscale Feature Extraction and Lightweight CNN.
Sensors
Rui Miao, Hongxu Jiang, Fangzheng Tian
2021 — conf
Energy-Efficient CNNs Accelerator Implementation on FPGA with Optimized Storage and Dataflow.
ISPA/BDCloud/SocialCom/SustainCom
Yonghua Zhang, Hongxu Jiang, Xiaobin Li, Rui Miao, Jinyan Nie, Yu Du
2021 — conf
Optimal FPGA-oriented lightweight network architecture search under multi-objective constraints.
ISPA/BDCloud/SocialCom/SustainCom
Xiaobin Li, Hongxu Jiang, Fangzheng Tian, Yonghua Zhang, Rui Miao, Donghuan Xu
2021 — conf
Real-Time Ship detection from Infrared Images Through Multi-feature Fusion.
ISPA/BDCloud/SocialCom/SustainCom
Rui Miao, Hongxu Jiang, Fangzheng Tian, Xiaobin Li, Yonghua Zhang, Dong Dong
2021 J jnl
Robustness-aware 2-bit quantization with real-time performance for neural network.
Neurocomputing
Xiaobin Li, Hongxu Jiang, Runhua Zhang, Fangzheng Tian, Shuangxi Huang, Donghuan Xu
2021 B conf
SRQ: Self-Reference quantization scheme for lightweight neural network.
DCC
Xiaobin Li, Hongxu Jiang, Shuangxi Huang, Fangzheng Tian, Runhua Zhang, Dong Dong
2020 J jnl
Human-centric Spatio-Temporal Video Grounding With Visual Transformers.
CoRR
Zongheng Tang, Yue Liao, Si Liu, Guanbin Li, Xiaojie Jin, Hongxu Jiang, Qian Yu, Dong Xu
2020 J jnl
Robustness-aware 2-bit quantization with real-time performance for neural network.
CoRR
Xiaobin Li, Hongxu Jiang, Shuangxi Huang, Fangzheng Tian
2019 J jnl
Highly Paralleled Low-Cost Embedded HEVC Video Encoder on TI KeyStone Multicore DSP.
IEEE Trans. Circuits Syst. Video Technol.
Hongxu Jiang, Rui Fan, Yongfei Zhang, Gang Wang, Zhe Li
2018 J jnl
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.
Hongxu Jiang, Shenglan Li, Huiyong Li, Tingshan Liu, Jinyuan Lu
2018 J jnl
A hardware-efficient parallel architecture for real-time blob analysis based on run-length code.
J. Real Time Image Process.
Bingjie Li, Cunguang Zhang, Bo Li, Hongxu Jiang, Qizhi Xu
2017 J jnl
Efficient PCIe transmission for Multi-Channel video using dynamic splicing and conditional prefetching.
Multim. Tools Appl.
Tingshan Liu, Hongxu Jiang, Huiyong Li, Bo Li, Miyi Duan
2016 J jnl
An efficient Markov chain-based data prefetching for motion estimation of HEVC on multi-core DSPs.
Multim. Tools Appl.
Shiming Sun, Hongxu Jiang, Bo Li
2016 J jnl
Memory-efficient high-speed VLSI implementation of multi-level discrete wavelet transform.
J. Vis. Commun. Image Represent.
Yongfei Zhang, Haiheng Cao, Hongxu Jiang, Bo Li
2014 B conf
A high-throughput MQ coder architecture based on dependence extraction method.
ICIP
Haiheng Cao, Yongfei Zhang, Hongxu Jiang
2014 J jnl
Visual Distortion Sensitivity Modeling for Spatially Adaptive Quantization in Remote Sensing Image Compression.
IEEE Geosci. Remote. Sens. Lett.
Yongfei Zhang, Haiheng Cao, Hongxu Jiang, Bo Li
2011 Misc conf
Optimized-SSIM Based Quantization in Optical Remote Sensing Image Compression.
ICIG
Kai Yang, Hongxu Jiang
2011 J jnl
Remote-Sensing Image Compression Using Two-Dimensional Oriented Wavelet Transform.
IEEE Trans. Geosci. Remote. Sens.
Bo Li, Rui Yang, Hongxu Jiang
2010 — conf
Linear-Regression Model Based Wavelet Filter Evaluation for Image Compression.
APWCS
Gaofeng Wei, Hongxu Jiang, Rui Yang