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Junjie He
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Journal Articles
- 2025
- [j22]Junjie He
, Bangkang Fu
, Bo Wang, Zhenliang Xiong, Yunsong Peng
, Rongpin Wang:
Segmentation outperforms registration in quantitative analysis of brain iron. Biomed. Signal Process. Control. 103: 107446 (2025) - [j21]Guilan Tu, Wuchao Li, Yongshun Lin, Zi Xu
, Junjie He, Bangkang Fu
, Ping Huang, Rongpin Wang
, Yunsong Peng
:
GAMMIL: A graph attention-guided multi-scale fusion multiple instance learning model for the WHO grading of meningioma in whole slide images. Biomed. Signal Process. Control. 105: 107652 (2025) - [j20]Bangkang Fu
, Feng Liu, Junjie He, Zi Xu
, Yunsong Peng, Xiaoli Zhang, Rongpin Wang
:
BMA-Net: A 3D bidirectional multi-scale feature aggregation network for prostate region segmentation. Comput. Methods Programs Biomed. 261: 108596 (2025) - [j19]Junjie He, Qifeng Liao
, Xiaoliang Wan:
Adaptive Deep Density Approximation for Stochastic Dynamical Systems. J. Sci. Comput. 102(3): 57 (2025) - 2024
- [j18]Junjie He, Pei Zhu
, Zhenghui Liu
, Yi Cao:
A Novel Digital Audio Encryption and Forensics Watermarking Scheme. IEEE Access 12: 103565-103582 (2024) - [j17]Chongzhe Yan
, Feng Liu, Yunsong Peng
, Yuanshen Zhao
, Junjie He
, Rongpin Wang
:
3D convolutional network with edge detection for prostate gland and tumor segmentation on T2WI and ADC. Biomed. Signal Process. Control. 90: 105883 (2024) - [j16]Biao Wang, Juan Qin, Lianrong Lv, Mengdan Cheng, Lei Li, Junjie He
, Dingyao Li, Dan Xia, Meng Wang, Haiping Ren, Shike Wang
:
DSML-UNet: Depthwise separable convolution network with multiscale large kernel for medical image segmentation. Biomed. Signal Process. Control. 97: 106731 (2024) - [j15]Junjie He
, Mudan Zhang, Wuchao Li, Yunsong Peng
, Bangkang Fu
, Chen Liu, Jian Wang, Rongpin Wang
:
SaB-Net: Self-attention backward network for gastric tumor segmentation in CT images. Comput. Biol. Medicine 169: 107866 (2024) - [j14]Bangkang Fu
, Yunsong Peng
, Junjie He
, Chong Tian, Xinhuan Sun, Rongpin Wang
:
HmsU-Net: A hybrid multi-scale U-net based on a CNN and transformer for medical image segmentation. Comput. Biol. Medicine 170: 108013 (2024) - [j13]Junjie He
, Peiming Shi
, Xuefang Xu, Dongying Han:
Rolling mill fault diagnosis under limited datasets. Knowl. Based Syst. 291: 111579 (2024) - [j12]Sheng Hong
, Junjie He
, Xinhu Zheng
, Chunran Zheng
:
LIV-GaussMap: LiDAR-Inertial-Visual Fusion for Real-Time 3D Radiance Field Map Rendering. IEEE Robotics Autom. Lett. 9(11): 9765-9772 (2024) - [j11]Junjie He, Yanchao Wang, Yiting Wang, Run Li, Dawei Zhang, Zhonglong Zheng:
A lightweight road crack detection algorithm based on improved YOLOv7 model. Signal Image Video Process. 18(S1): S847-S860 (2024) - [j10]Junjie He
, Xiuhua Cao
, Kiyoshi Takamasu
, Meiyun Chen
:
Machine Vision-Based Lightweight Multiscale Automatic Defect Segmentation Network for MLCC. IEEE Trans. Instrum. Meas. 73: 1-8 (2024) - 2023
- [j9]Xinhuan Sun, Wuchao Li, Bangkang Fu
, Yunsong Peng
, Junjie He
, Lihui Wang, Tongyin Yang, Xue Meng, Jin Li, Jinjing Wang, Ping Huang, Rongpin Wang
:
TGMIL: A hybrid multi-instance learning model based on the Transformer and the Graph Attention Network for whole-slide images classification of renal cell carcinoma. Comput. Methods Programs Biomed. 242: 107789 (2023) - [j8]Junjie He, Zhenghui Liu, Kejia Lin, Qing Qian:
A novel audio watermarking algorithm robust against recapturing attacks. Multim. Tools Appl. 82(12): 18599-18616 (2023) - [j7]Junjie He
, Yunsong Peng
, Bangkang Fu, Yuemin Zhu, Lihui Wang, Rongpin Wang
:
msQSM: Morphology-based self-supervised deep learning for quantitative susceptibility mapping. NeuroImage 275: 120181 (2023) - 2022
- [j6]Bangkang Fu
, Mudan Zhang, Junjie He
, Ying Cao, Yuchen Guo, Rongpin Wang
:
StoHisNet: A hybrid multi-classification model with CNN and Transformer for gastric pathology images. Comput. Methods Programs Biomed. 221: 106924 (2022) - [j5]Junjie He
, Yinzhang Ding, Ming Zhang, Dongxiao Li
:
Towards efficient network compression via Few-Shot Slimming. Neural Networks 147: 113-125 (2022) - 2021
- [j4]Jujie Wang, Junjie He
, Chunchen Feng, Liu Feng, Yang Li:
Stock index prediction and uncertainty analysis using multi-scale nonlinear ensemble paradigm of optimal feature extraction, two-stage deep learning and Gaussian process regression. Appl. Soft Comput. 113(Part): 107898 (2021) - [j3]Jujie Wang, Liu Feng, Yang Li, Junjie He
, Chunchen Feng:
Deep Nonlinear Ensemble Framework for Stock Index Forecasting and Uncertainty Analysis. Cogn. Comput. 13(6): 1574-1592 (2021) - 2019
- [j2]Bohua Chen
, Hanzhi Ma
, Junjie He, Yinzhang Ding, Lianghao Wang, Dongxiao Li, Ming Zhang:
PAM: Pyramid Attention Mechanism Based on Contextual Reasoning. IEEE Access 7: 144756-144765 (2019) - 2017
- [j1]Juan Wang, Junjie He:
A speech content authentication algorithm based on a novel watermarking method. Multim. Tools Appl. 76(13): 14799-14814 (2017)
Conference and Workshop Papers
- 2024
- [c15]Junjie He, Yong Cao, Xuejing Liu, Yonghui Cao, Guang Pan:
Underwater Glider Actuated by Bioinspired Soft Swim Bladder. CBS 2024: 39-45 - [c14]Duanwu Yan
, Junjie He
:
A Comparative Study of Short Text Classification Methods based on Word Vector Fusion. ICCDA 2024: 88-93 - [c13]Junjie He
, Bangkang Fu, Zhenliang Xiong, Yunsong Peng, Rongpin Wang:
mQSM: Multitask Learning-Based Quantitative Susceptibility Mapping for Iron Analysis in Brain. MICCAI (2) 2024: 323-333 - [c12]Ying Cheng, Yang Li, Junjie He, Rui Feng:
Mixtures of Experts for Audio-Visual Learning. NeurIPS 2024 - 2023
- [c11]Junjie He
, Pengyu Li, Yifeng Geng, Xuansong Xie:
FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation. CVPR 2023: 23663-23672 - [c10]Junjie He, Bowen Tan, Yayu Gao:
Reinforcement Learning based Downlink OFDMA Scheduling for Time-Sensitive WiFi Networks. ICCC 2023: 1-6 - 2022
- [c9]Qinghong Hu, Qinglan Peng, Jiaxing Shang, Yong Li, Junjie He:
EBA: An Adaptive Large Neighborhood Search-Based Approach for Edge Bandwidth Allocation. CollaborateCom (1) 2022: 249-268 - 2021
- [c8]Yan Li, Junjie He, Yayu Gao:
Intelligent Traffic Signal Control with Deep Reinforcement Learning at Single Intersection. ICCAI 2021: 399-406 - 2020
- [c7]Junjie He
, Bohua Chen
, Yinzhang Ding
, Dongxiao Li
:
Feature Variance Ratio-Guided Channel Pruning for Deep Convolutional Network Acceleration. ACCV (4) 2020: 170-186 - [c6]Ming Wang
, Peng Zhang, Peng Zheng, Junjie He, Jie Zhang, Jinsong Bao:
An Improved Genetic Algorithm with Local Search for Dynamic Job Shop Scheduling Problem. CASE 2020: 766-771 - 2019
- [c5]Junjie He, Junliang Wang
, Lu Dai, Jie Zhang, Jingsong Bao:
An Adaptive Interval Forecast CNN Model for Fault Detection Method. CASE 2019: 602-607 - [c4]Minzhi Deng, Ruya Chen, Shun Song, Junjie He, Rintaro Onishi, Ryotaro Suzuki, Ryuta Motegi, Naoyuki Takesue, Shin Tsuchiya, Yoshiki Shimomura, Nami Shida, Osamu Nitta, Keiko Kasamatsu:
Interface Design for Boccia Robot Considering Operation Characteristic. HCI (LBP) 2019: 382-394 - 2018
- [c3]Zhenghui Liu, Yanli Li, Fang Sun, Junjie He, Chuanda Qi, Da Luo:
A Robust Recoverable Algorithm Used for Digital Speech Forensics Based on DCT. ICCCS (6) 2018: 300-311 - 2015
- [c2]Jing Wang, Zhenghui Liu, Junjie He, Chuanda Qi:
An Authentication and Recovery Scheme for Digital Speech Signal Based on DWT. IWDW 2015: 206-219 - 2014
- [c1]Junjie He, Jiali Ren, Gaoxia Zhu
, Su Cai
, Guang Chen:
Mobile-Based AR Application Helps to Promote EFL Children's Vocabulary Study. ICALT 2014: 431-433
Informal and Other Publications
- 2025
- [i6]Junjie He, Yuxiang Tuo, Binghui Chen, Chongyang Zhong, Yifeng Geng, Liefeng Bo:
AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation. CoRR abs/2501.09503 (2025) - 2024
- [i5]Sheng Hong, Junjie He, Xinhu Zheng, Hesheng Wang, Hao Fang, Kangcheng Liu, Chunran Zheng, Shaojie Shen:
LIV-GaussMap: LiDAR-Inertial-Visual Fusion for Real-time 3D Radiance Field Map Rendering. CoRR abs/2401.14857 (2024) - [i4]Junjie He, Qifeng Liao, Xiaoliang Wan:
Adaptive deep density approximation for stochastic dynamical systems. CoRR abs/2405.02810 (2024) - [i3]Junjie He, Yifeng Geng, Liefeng Bo:
UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization. CoRR abs/2408.05939 (2024) - 2023
- [i2]Junjie He, Pengyu Li, Yifeng Geng, Xuansong Xie:
FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation. CoRR abs/2303.08594 (2023) - 2022
- [i1]Junjie He, Zhihang Xu, Qifeng Liao:
Deep neural network based adaptive learning for switched systems. CoRR abs/2207.04623 (2022)
Coauthor Index

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