Jiahao Huang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 66

Top Topics

Medical Image Segmentation

Magnetic Resonance

Indoor Positioning

Diffusion Model

Top Venues

Comput. Biol. Medicine

IEEE Trans. Ind. Informatics

Publications

Jiang Liu, Yihao Xie, Xin Shu, Yuwen Chen, Yizhu Sun, Kunhua Zhong, Hao Liang, Yujie Li, Chunyong Yang, Yan Han, Yuwei Zou, Ziting Zhuyi, Jiahao Huang, Junhong Li, Xiaoyan Hu, Bin Yi
Value function assessment to different RL algorithms for heparin treatment policy of patients with sepsis in ICU. Artif. Intell. Medicine 147 (2024)
Jiahao Huang, Liutao Yang, Fanwen Wang, Yinzhe Wu, Yang Nan, Weiwen Wu, Chengyan Wang, Kuangyu Shi, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang
Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba. CoRR (2024)
Jiahao Huang, Mi Wen, Minjie Wei, Yanbing Bi
Enhancing the transferability of adversarial samples with random noise techniques. Comput. Secur. 136 (2024)
Fangyuan Lei, Jiahao Huang, Jianjian Jiang, Da Huang, Zhengming Li, Chang-Dong Wang
Unveiling the potential of long-range dependence with mask-guided structure learning for hypergraph. Knowl. Based Syst. 284 (2024)
Xiaodan Xing, Fadong Shi, Jiahao Huang, Yinzhe Wu, Yang Nan, Sheng Zhang, Yingying Fang, Mike Roberts, Carola-Bibiane Schönlieb, Javier Del Ser, Guang Yang
When AI Eats Itself: On the Caveats of Data Pollution in the Era of Generative AI. CoRR (2024)
Qingrun Zeng, Jiahao Huang, Jianzhong He, Shengwei Chen, Lei Xie, Zan Chen, Wenlong Guo, Sun Yao, Mengjun Li, Mingchu Li, Yuanjing Feng
Automated Identification of the Retinogeniculate Visual Pathway Using a High-Dimensional Tractography Atlas. IEEE Trans. Cogn. Dev. Syst. 16 (3) (2024)
Lei Xie, Qingrun Zeng, Huajun Zhou, Guoqiang Xie, Mingchu Li, Jiahao Huang, Jianan Cui, Hao Chen, Yuanjing Feng
Anatomy-guided fiber trajectory distribution estimation for cranial nerves tractography. CoRR (2024)
Andrey Bryutkin, Jiahao Huang, Zhongying Deng, Guang Yang, Carola-Bibiane Schönlieb, Angelica E. Avilés-Rivero
HAMLET: Graph Transformer Neural Operator for Partial Differential Equations. CoRR (2024)
Linfei Yin, Jiahao Huang
DResInceptionNasNet method for offline grounding detection of distribution networks. Appl. Soft Comput. 149 (Part A) (2024)
Giorgos Papanastasiou, Nikolaos Dikaios, Jiahao Huang, Chengjia Wang, Guang Yang
Is Attention all You Need in Medical Image Analysis? A Review. IEEE J. Biomed. Health Informatics 28 (3) (2024)
Jiahao Huang, Wen Yang, Daniel W. C. Ho, Fangfei Li, Yang Tang
Security Analysis of Distributed Consensus Filtering Under Replay Attacks. IEEE Trans. Cybern. 54 (6) (2024)
Jiahao Huang, Liutao Yang, Fanwen Wang, Yinzhe Wu, Yang Nan, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang
MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation. CoRR (2024)
Julian Schnitzler, Xanh Ho, Jiahao Huang, Florian Boudin, Saku Sugawara, Akiko Aizawa
MoreHopQA: More Than Multi-hop Reasoning. CoRR (2024)
Sergio Calvo-Ordoñez, Chun-Wun Cheng, Jiahao Huang, Lipei Zhang, Guang Yang, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
The Missing U for Efficient Diffusion Models. Trans. Mach. Learn. Res. 2024 (2024)
Zihao Jin, Yingying Fang, Jiahao Huang, Caiwen Xu, Simon Walsh, Guang Yang
Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks. CoRR (2024)
Mohammed Faeik Ruzaij Al-Okby, Steffen Junginger, Thomas Roddelkopf, Jiahao Huang, Kerstin Thurow
Ambient Monitoring Portable Sensor Node for Robot-Based Applications. Sensors 24 (4) (2024)
Jiahao Huang, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Guang Yang
ViGU: Vision GNN U-Net for fast MRI. ISBI (2023)
Lichao Wang, Jiahao Huang, Xiaodan Xing, Yinzhe Wu, Ramyah Rajakulasingam, Andrew D. Scott, Pedro F. Ferreira, Ranil De Silva, Sonia Nielles-Vallespin, Guang Yang
Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution Segmentation. CoRR (2023)
Jiahao Huang, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Guang Yang
CDiffMR: Can We Replace the Gaussian Noise with K-Space Undersampling for Fast MRI? MICCAI (10) (2023)
Ruoqi Wen, Jiahao Huang, Zhifeng Zhao
Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles. GLOBECOM (Workshops) (2023)
Sergio Calvo-Ordonez, Jiahao Huang, Lipei Zhang, Guang Yang, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
Beyond U: Making Diffusion Models Faster & Lighter. CoRR (2023)
Jiahao Huang, Steffen Junginger, Hui Liu, Kerstin Thurow
Indoor Positioning Systems of Mobile Robots: A Review. Robotics 12 (2) (2023)
Jiahao Huang, Pedro F. Ferreira, Lichao Wang, Yinzhe Wu, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Andrew D. Scott, Zohya Khalique, Maria Dwornik, Ramyah Rajakulasingam, Ranil De Silva, Dudley J. Pennell, Sonia Nielles-Vallespin, Guang Yang
Deep Learning-based Diffusion Tensor Cardiac Magnetic Resonance Reconstruction: A Comparison Study. CoRR (2023)
Lichao Wang, Jiahao Huang, Guang Yang
Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation. CoRR (2023)
Jiahao Huang, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Guang Yang
CDiffMR: Can We Replace the Gaussian Noise with K-Space Undersampling for Fast MRI? CoRR (2023)
Lichao Wang, Jiahao Huang, Xiaodan Xing, Yinzhe Wu, Ramyah Rajakulasingam, Andrew D. Scott, Pedro F. Ferreira, Ranil De Silva, Sonia Nielles-Vallespin, Guang Yang
Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution Segmentation. SIPAIM (2023)
Giorgos Papanastasiou, Nikolaos Dikaios, Jiahao Huang, Chengjia Wang, Guang Yang
Is attention all you need in medical image analysis? A review. CoRR (2023)
Yinzhe Wu, Jiahao Huang, Fanwen Wang, Pedro F. Ferreira, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang
High-Resolution Reference Image Assisted Volumetric Super-Resolution of Cardiac Diffusion Weighted Imaging. CoRR (2023)
Lichao Wang, Jiahao Huang, Xiaodan Xing, Guang Yang
Hybrid Swin Deformable Attention U-Net for Medical Image Segmentation. SIPAIM (2023)
Lei Xie, Jiahao Huang, Jiangli Yu, Qingrun Zeng, Qiming Hu, Zan Chen, Guoqiang Xie, Yuanjing Feng
CNTSeg: A multimodal deep-learning-based network for cranial nerves tract segmentation. Medical Image Anal. 86 (2023)
Jiahao Huang, Kerstin Thurow, Steffen Junginger, Heidi Fleischer, Hui Liu, Vinh Quang Do
IoT based Labware Tracking during Mobile Robot Transportation. ICCAIS (2023)
Ruoqi Wen, Jiahao Huang, Rongpeng Li, Guoru Ding, Zhifeng Zhao
Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles. CoRR (2023)
Jiahao Huang, Angelica I. Avilés-Rivero, Carola-Bibiane Schönlieb, Guang Yang
ViGU: Vision GNN U-Net for Fast MRI. CoRR (2023)
Aihong Yuan, Jiahao Huang, Chen Wei, Wenjie Zhang, Naidan Zhang, Mengbo You
Unsupervised Feature Selection via Feature-Grouping and Orthogonal Constraint. ICPR (2022)
Jiahao Huang, Xiaodan Xing, Zhifan Gao, Guang Yang
Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI. MICCAI (6) (2022)
Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang
Swin Transformer for Fast MRI. CoRR (2022)
Lei Xie, Zan Chen, Xuanshuo Sheng, Qingrun Zeng, Jiahao Huang, Caiyun Wen, Liang Wen, Guoqiang Xie, Yuanjing Feng
Semi-supervised region-connectivity-based cerebrovascular segmentation for time-of-flight magnetic resonance angiography image. Comput. Biol. Medicine 149 (2022)
Xiaoying Pan, Rong Jia, Jiahao Huang, Hao Wang
A resistance outlier sampling algorithm for imbalanced data prediction. Intell. Data Anal. 26 (3) (2022)
Min Zhuang, Jiahao Huang, Chaohong Lee
Entanglement-enhanced test proposal for local Lorentz-symmetry violation via spinor atoms. Quantum 6 (2022)
Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao, Simon Walsh, Guang Yang
: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention. CoRR (2022)
Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang
Swin transformer for fast MRI. Neurocomputing 493 (2022)
Jiahao Huang, Xiaodan Xing, Zhifan Gao, Guang Yang
Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI. CoRR (2022)
Jiahao Huang, Weiping Ding, Jun Lv, Jingwen Yang, Hao Dong, Javier Del Ser, Jun Xia, Tiaojuan Ren, Stephen Wong, Guang Yang
Edge-enhanced dual discriminator generative adversarial network for fast MRI with parallel imaging using multi-view information. Appl. Intell. 52 (13) (2022)
Jiahao Huang, Yinzhe Wu, Huanjun Wu, Guang Yang
Fast MRI Reconstruction: How Powerful Transformers Are? CoRR (2022)
Jiahao Huang, Yingying Fang, Yang Nan, Huanjun Wu, Yinzhe Wu, Zhifan Gao, Yang Li, Zidong Wang, Pietro Liò, Daniel Rueckert, Yonina C. Eldar, Guang Yang
Data and Physics Driven Learning Models for Fast MRI - Fundamentals and Methodologies from CNN, GAN to Attention and Transformers. CoRR (2022)
Xiaodan Xing, Jiahao Huang, Yang Nan, Yinzhe Wu, Chengjia Wang, Zhifan Gao, Simon Walsh, Guang Yang
: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention. MICCAI (8) (2022)
Jiahao Huang, Yinzhe Wu, Huanjun Wu, Guang Yang
Fast MRI Reconstruction: How Powerful Transformers Are? EMBC (2022)
Jiahao Huang, Weiping Ding, Jun Lv, Jingwen Yang, Hao Dong, Javier Del Ser, Jun Xia, Tiaojuan Ren, Stephen Wong, Guang Yang
Edge-Enhanced Dual Discriminator Generative Adversarial Network for Fast MRI with Parallel Imaging Using Multi-view Information. CoRR (2021)
Di Wang, Jiahao Huang, Yang Tang, Fangfei Li
A Watermarking Strategy Against Linear Deception Attacks on Remote State Estimation Under K-L Divergence. IEEE Trans. Ind. Informatics 17 (5) (2021)
Zhao Zhou, Jiahao Huang, Jiapeng Xu, Yang Tang
Two-Phase Jointly Optimal Strategies and Winning Regions of the Capture-the-Flag Game. IECON (2021)
Jun Lv, Guangyuan Li, Xiangrong Tong, Weibo Chen, Jiahao Huang, Chengyan Wang, Guang Yang
Transfer Learning Enhanced Generative Adversarial Networks for Multi-Channel MRI Reconstruction. CoRR (2021)
Guang Yang, Jun Lv, Yutong Chen, Jiahao Huang, Jin Zhu
Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging - Mini Review, Comparison and Perspectives. CoRR (2021)
Mingfeng Jiang, Minghao Zhi, Liying Wei, Xiaocheng Yang, Jucheng Zhang, Yongming Li, Pin Wang, Jiahao Huang, Guang Yang
FA-GAN: Fused attentive generative adversarial networks for MRI image super-resolution. Comput. Medical Imaging Graph. 92 (2021)
Jiahao Huang, Fangyuan Lei, Senhong Wang, Song Wang, Qingyun Dai
Hypergraph Convolutional Network with Hybrid Higher-Order Neighbors. PRCV (4) (2021)
Xiang Liu, Zhaonan Sun, Chao Han, Yingpu Cui, Jiahao Huang, Xiangpeng Wang, Xiaodong Zhang, Xiaoying Wang
Development and validation of the 3D U-Net algorithm for segmentation of pelvic lymph nodes on diffusion-weighted images. BMC Medical Imaging 21 (1) (2021)
Caiyun Wang, Jiahao Huang, Di Wang, Fangfei Li
A secure strategy for a cyber physical system with multi-sensor under linear deception attack. J. Frankl. Inst. 358 (13) (2021)
Mingfeng Jiang, Minghao Zhi, Liying Wei, Xiaocheng Yang, Jucheng Zhang, Yongming Li, Pin Wang, Jiahao Huang, Guang Yang
FA-GAN: Fused Attentive Generative Adversarial Networks for MRI Image Super-Resolution. CoRR (2021)
Wenle Zhang, Shuai Mao, Jiahao Huang, Ljupco Kocarev, Yang Tang
Data-Driven Resilient Control for Linear Discrete-Time Multi-Agent Networks Under Unconfined Cyber-Attacks. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (2) (2021)
Jun Lv, Guangyuan Li, Xiangrong Tong, Weibo Chen, Jiahao Huang, Chengyan Wang, Guang Yang
Transfer learning enhanced generative adversarial networks for multi-channel MRI reconstruction. Comput. Biol. Medicine 134 (2021)
Jiahao Huang, Zhiwu Huang, Yue Wu, Hongtao Liao, Yongjie Liu, Heng Li, Mengfei Wen, Jun Peng
Optimal Filter-Based Energy Management for Hybrid Energy Storage Systems with Energy Consumption Minimization. SMC (2020)
Shiyu Song, Xiaoyong Zhang, Dianzhu Gao, Fu Jiang, Yue Wu, Jiahao Huang, Yadong Gong, Bowen Liu, Zhiwu Huang
A Hierarchical State of Charge Estimation Method for Lithium-ion Batteries via XGBoost and Kalman Filter. SMC (2020)
Chao-Hsien Hsieh, Jiahao Huang, Ziyi Wang, Mengchen Lv, Fangan Gao, Xinyue Wu
Research and Analysis on Flight Stability Improvement of the Quadcopter. CACRE (2020)
Jiahao Huang, Daniel W. C. Ho, Fangfei Li, Wen Yang, Yang Tang
Secure remote state estimation against linear man-in-the-middle attacks using watermarking. Autom. 121 (2020)
Jiahao Huang, Yang Tang, Wen Yang, Fangfei Li
Resilient Consensus-Based Distributed Filtering: Convergence Analysis Under Stealthy Attacks. IEEE Trans. Ind. Informatics 16 (7) (2020)
Chenyang Liao, Jiahao Huang, Fangkai Zhou, Yang Lin
Design of Six-Rotor Drone Based on Target Detection for Intelligent Agriculture. ICA3PP (3) (2020)
Jiahao Huang, Xiang Chen, Hua Jin, Jin Li
Automatic Classification Algorithm for Poincare Plots Based On Modified Hausdorff Distance-Support Vector Machine. CISP-BMEI (2019)