Junjie He

69 papers A* 3B 1C 2Journal 50Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
"Elementary, My Dear Watson." Detecting Malicious Skills via Neuro-Symbolic Reasoning across Heterogeneous Artifacts.
CoRR
Shenao Wang, Junjie He, Yanjie Zhao, Yayi Wang, Kan Yu, Haoyu Wang
2026 J jnl
DualCoT-VLA: Visual-Linguistic Chain of Thought via Parallel Reasoning for Vision-Language-Action Models.
CoRR
Zhide Zhong, Junfeng Li, Junjie He, Haodong Yan, Xin Gong, Guanyi Zhao, Yingjie Cai, Jiantao Gao, Xu Yan, Bingbing Liu, Yingcong Chen, Liuqing Yang, Haoang Li
2026 J jnl
HSFSurv: A hybrid supervision framework at individual and feature levels for multimodal cancer survival analysis.
Medical Image Anal.
Bangkang Fu, Junjie He, Xiaoli Zhang, Yunsong Peng, Zhuxu Zhang, Qi Tang, Xinfeng Liu, Ying Cao, Rongpin Wang
2026 J jnl
Multimodal dynamic fusion framework for survival prediction in clear cell renal cell carcinoma.
Inf. Fusion
Bangkang Fu, Wuchao Li, Junjie He, Zi Xu, Yunsong Peng, Zhen Liu, Yan Zhang, Pinhao Li, Ping Huang, Rongpin Wang
2026 J jnl
Multimodal radiomics of precisely segmented hippocampal subfields: Iron deposition and structural biomarkers for early diagnosis of Alzheimer's disease.
NeuroImage
Dongxue Li, Junjie He, Benqin Liu, Lin Zhu, Yuezong Yang, Yunsong Peng, Lisha Nie, Rongpin Wang
2026 J jnl
PI-uMSS: Prior information-based unsupervised magnetic source separation in quantitative susceptibility mapping.
NeuroImage
Junjie He, Bangkang Fu, Cen Pan, Lisha Nie, Rui Xu, Zi Xu, Rongpin Wang
2026 J jnl
PROSPECT: Unified Streaming Vision-Language Navigation via Semantic-Spatial Fusion and Latent Predictive Representation.
CoRR
Zehua Fan, Wenqi Lyu, Wenxuan Song, Linge Zhao, Yifei Yang, Xi Wang, Junjie He, Lida Huang, Haiyan Liu, Bingchuan Sun, Guangjun Bao, Xuanyao Mao, Liang Xu, Yan Wang, Feng Gao
2026 J jnl
S-VAM: Shortcut Video-Action Model by Self-Distilling Geometric and Semantic Foresight.
CoRR
Haodong Yan, Zhide Zhong, Jiaguan Zhu, Junjie He, Weilin Yuan, Wenxuan Song, Xin Gong, Yingjie Cai, Guanyi Zhao, Xu Yan, Bingbing Liu, Ying-Cong Chen, Haoang Li
2026 J jnl
SCSV: Spatial-Temporal Consistent Dynamic 3D Scene Generation From Sparse Views.
IEEE Trans. Image Process.
Junfeng Li, Junjie He, Wenjie Liu, Tianyu Huang, Shunbo Zhou, Jun Ma, Hesheng Wang, Haoang Li
2026 J jnl
VLA-OPD: Bridging Offline SFT and Online RL for Vision-Language-Action Models via On-Policy Distillation.
CoRR
Zhide Zhong, Haodong Yan, Junfeng Li, Junjie He, Tianran Zhang, Haoang Li
2025 J jnl
ACE-QSM: Accelerating quantitative susceptibility mapping acquisition using diffusion models by reducing repetition time.
Biomed. Signal Process. Control.
Junjie He, Bangkang Fu, Bo Wang, Yunsong Peng, Lisha Nie, Man Tang, Rui Xu, Rongpin Wang
2025 J jnl
Adaptive Deep Density Approximation for Stochastic Dynamical Systems.
J. Sci. Comput.
Junjie He, Qifeng Liao, Xiaoliang Wan
2025 J jnl
AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation.
CoRR
Junjie He, Yuxiang Tuo, Binghui Chen, Chongyang Zhong, Yifeng Geng, Liefeng Bo
2025 J jnl
BMA-Net: A 3D bidirectional multi-scale feature aggregation network for prostate region segmentation.
Comput. Methods Programs Biomed.
Bangkang Fu, Feng Liu, Junjie He, Zi Xu, Yunsong Peng, Xiaoli Zhang, Rongpin Wang
2025 J jnl
CropCapsNet: Enhanced capsule network for crop disease classification.
Comput. Electr. Eng.
Juan Qin, Linfan Deng, Cong Li, Junjie He, Haibo Pen, Zhaoxia Wang
2025 — conf
FedCIPP: A Novel Full-Lifecycle Intellectual Property Protection Framework for Federated Learning.
PAKDD (Workshops)
Junjie He, Xianyi Chen, Jiangfeng Qian, Xuebo Wang, Hui Mi
2025 — conf
From Prompts to Templates: A Systematic Prompt Template Analysis for Real-world LLMapps.
SIGSOFT FSE Companion
Yuetian Mao, Junjie He, Chunyang Chen
2025 J jnl
From Prompts to Templates: A Systematic Prompt Template Analysis for Real-world LLMapps.
CoRR
Yuetian Mao, Junjie He, Chunyang Chen
2025 J jnl
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.
Guilan Tu, Wuchao Li, Yongshun Lin, Zi Xu, Junjie He, Bangkang Fu, Ping Huang, Rongpin Wang, Yunsong Peng
2025 J jnl
IM Planner: Efficient Path Planner Based on Incremental Patch Map in Unknown Environment.
IEEE Trans. Instrum. Meas.
Weihuang Chen, Shen'ao Wang, Fanjie Kong, Liming Chen, Hui Duan, Junjie He, Hongbin Sun
2025 A* conf
Knowledge Graph Finetuning Enhances Knowledge Manipulation in Large Language Models.
ICLR
Hanzhu Chen, Xu Shen, Jie Wang, Zehao Wang, Qitan Lv, Junjie He, Rong Wu, Feng Wu, Jieping Ye
2025 J jnl
MAJATNet: A Lightweight Multi-Scale Attention Joint Adaptive Adversarial Transfer Network for Bearing Unsupervised Cross-Domain Fault Diagnosis.
Entropy
Lin Song, Yanlin Zhao, Junjie He, Simin Wang, Boyang Zhong, Fei Wang
2025 J jnl
RPF-Net: A multimodal model for the postoperative UISS risk stratification of non-metastatic ccRCC based on CT and whole-slide images.
Comput. Methods Programs Biomed.
Jiahui Mao, Wuchao Li, Xinhuan Sun, Bangkang Fu, Junjie He, Chongzhe Yan, Jianguo Zhu, Zhuxue Zhang, Zhangxin Hong, Qi Tang, Zhen Liu, Pinhao Li, Yan Zhang, Rongpin Wang
2025 J jnl
Research on rail-mounted gantry crane scheduling method of collection and distribution yard for dedicated lane mode.
Comput. Ind. Eng.
Houjun Lu, Peng Ni, Junjie He, Minghui Zhang
2025 J jnl
Segmentation outperforms registration in quantitative analysis of brain iron.
Biomed. Signal Process. Control.
Junjie He, Bangkang Fu, Bo Wang, Zhenliang Xiong, Yunsong Peng, Rongpin Wang
2025 J jnl
Sensing-Assisted Channel Prediction in Complex Wireless Environments: An LLM-Based Approach.
IEEE Wirel. Commun. Lett.
Junjie He, Zixiang Ren, Jianping Yao, Han Hu, Tony Xiao Han, Jie Xu
2025 J jnl
Tightly Coupled Multifactor Optimization-Based Hybrid Visual Localization for UAV.
IEEE Trans. Instrum. Meas.
Liming Chen, Zhongyu Guo, Ningnan Wang, Weihuang Chen, Junjie He, Xuchong Zhang, Hongbin Sun
2025 J jnl
Unveiling hidden risks: A Holistically-Driven Weak Supervision framework for ultra-short-term ACS prediction using CCTA.
Comput. Medical Imaging Graph.
Zhen Liu, Bangkang Fu, Jiahui Mao, Junjie He, Jiangyue Xiang, Hongjin Li, Yunsong Peng, Bangguo Li, Rongpin Wang
2025 J jnl
VPGS-SLAM: Voxel-based Progressive 3D Gaussian SLAM in Large-Scale Scenes.
CoRR
Tianchen Deng, Wenhua Wu, Junjie He, Yue Pan, Xirui Jiang, Shenghai Yuan, Danwei Wang, Hesheng Wang, Weidong Chen
2025 J jnl
WCNN-KAN: A Novel Interpretable Multiscale Attention Feature Fusion Network for Rotating Machinery Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Junjie He, Chenyang Li, Lingfei Mo, Ruqiang Yan
2024 J jnl
3D convolutional network with edge detection for prostate gland and tumor segmentation on T2WI and ADC.
Biomed. Signal Process. Control.
Chongzhe Yan, Feng Liu, Yunsong Peng, Yuanshen Zhao, Junjie He, Rongpin Wang
2024 — conf
A Comparative Study of Short Text Classification Methods based on Word Vector Fusion.
ICCDA
Duanwu Yan, Junjie He
2024 J jnl
A Novel Digital Audio Encryption and Forensics Watermarking Scheme.
IEEE Access
Junjie He, Pei Zhu, Zhenghui Liu, Yi Cao
2024 J jnl
A lightweight road crack detection algorithm based on improved YOLOv7 model.
Signal Image Video Process.
Junjie He, Yanchao Wang, Yiting Wang, Run Li, Dawei Zhang, Zhonglong Zheng
2024 J jnl
Adaptive deep density approximation for stochastic dynamical systems.
CoRR
Junjie He, Qifeng Liao, Xiaoliang Wan
2024 J jnl
DSML-UNet: Depthwise separable convolution network with multiscale large kernel for medical image segmentation.
Biomed. Signal Process. Control.
Biao Wang, Juan Qin, Lianrong Lv, Mengdan Cheng, Lei Li, Junjie He, Dingyao Li, Dan Xia, Meng Wang, Haiping Ren, Shike Wang
2024 J jnl
HmsU-Net: A hybrid multi-scale U-net based on a CNN and transformer for medical image segmentation.
Comput. Biol. Medicine
Bangkang Fu, Yunsong Peng, Junjie He, Chong Tian, Xinhuan Sun, Rongpin Wang
2024 J jnl
LIV-GaussMap: LiDAR-Inertial-Visual Fusion for Real-Time 3D Radiance Field Map Rendering.
IEEE Robotics Autom. Lett.
Sheng Hong, Junjie He, Xinhu Zheng, Chunran Zheng
2024 J jnl
LIV-GaussMap: LiDAR-Inertial-Visual Fusion for Real-time 3D Radiance Field Map Rendering.
CoRR
Sheng Hong, Junjie He, Xinhu Zheng, Hesheng Wang, Hao Fang, Kangcheng Liu, Chunran Zheng, Shaojie Shen
2024 J jnl
Machine Vision-Based Lightweight Multiscale Automatic Defect Segmentation Network for MLCC.
IEEE Trans. Instrum. Meas.
Junjie He, Xiuhua Cao, Kiyoshi Takamasu, Meiyun Chen
2024 — conf
Mars Planner: Improved Batch Spatio-Temporal Path Planning for Multi-Ackerman Robotic Systems.
ITSC
Song Guo, Shen'ao Wang, Junjie He, Liming Chen, Hang Wang, Hongbin Sun
2024 A* conf
Mixtures of Experts for Audio-Visual Learning.
NeurIPS
Ying Cheng, Yang Li, Junjie He, Rui Feng
2024 J jnl
Rolling mill fault diagnosis under limited datasets.
Knowl. Based Syst.
Junjie He, Peiming Shi, Xuefang Xu, Dongying Han
2024 J jnl
SaB-Net: Self-attention backward network for gastric tumor segmentation in CT images.
Comput. Biol. Medicine
Junjie He, Mudan Zhang, Wuchao Li, Yunsong Peng, Bangkang Fu, Chen Liu, Jian Wang, Rongpin Wang
2024 — conf
Underwater Glider Actuated by Bioinspired Soft Swim Bladder.
CBS
Junjie He, Yong Cao, Xuejing Liu, Yonghui Cao, Guang Pan
2024 J jnl
UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization.
CoRR
Junjie He, Yifeng Geng, Liefeng Bo
2024 — conf
mQSM: Multitask Learning-Based Quantitative Susceptibility Mapping for Iron Analysis in Brain.
MICCAI (2)
Junjie He, Bangkang Fu, Zhenliang Xiong, Yunsong Peng, Rongpin Wang
2023 J jnl
A novel audio watermarking algorithm robust against recapturing attacks.
Multim. Tools Appl.
Junjie He, Zhenghui Liu, Kejia Lin, Qing Qian
2023 A* conf
FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation.
CVPR
Junjie He, Pengyu Li, Yifeng Geng, Xuansong Xie
2023 J jnl
FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation.
CoRR
Junjie He, Pengyu Li, Yifeng Geng, Xuansong Xie
2023 C conf
Reinforcement Learning based Downlink OFDMA Scheduling for Time-Sensitive WiFi Networks.
ICCC
Junjie He, Bowen Tan, Yayu Gao
2023 J jnl
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.
Xinhuan Sun, Wuchao Li, Bangkang Fu, Yunsong Peng, Junjie He, Lihui Wang, Tongyin Yang, Xue Meng, Jin Li, Jinjing Wang, Ping Huang, Rongpin Wang
2023 J jnl
msQSM: Morphology-based self-supervised deep learning for quantitative susceptibility mapping.
NeuroImage
Junjie He, Yunsong Peng, Bangkang Fu, Yuemin Zhu, Lihui Wang, Rongpin Wang
2022 J jnl
Deep neural network based adaptive learning for switched systems.
CoRR
Junjie He, Zhihang Xu, Qifeng Liao
2022 — conf
EBA: An Adaptive Large Neighborhood Search-Based Approach for Edge Bandwidth Allocation.
CollaborateCom (1)
Qinghong Hu, Qinglan Peng, Jiaxing Shang, Yong Li, Junjie He
2022 J jnl
StoHisNet: A hybrid multi-classification model with CNN and Transformer for gastric pathology images.
Comput. Methods Programs Biomed.
Bangkang Fu, Mudan Zhang, Junjie He, Ying Cao, Yuchen Guo, Rongpin Wang
2022 J jnl
Towards efficient network compression via Few-Shot Slimming.
Neural Networks
Junjie He, Yinzhang Ding, Ming Zhang, Dongxiao Li
2021 J jnl
Deep Nonlinear Ensemble Framework for Stock Index Forecasting and Uncertainty Analysis.
Cogn. Comput.
Jujie Wang, Liu Feng, Yang Li, Junjie He, Chunchen Feng
2021 — conf
Intelligent Traffic Signal Control with Deep Reinforcement Learning at Single Intersection.
ICCAI
Yan Li, Junjie He, Yayu Gao
2021 J jnl
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.
Jujie Wang, Junjie He, Chunchen Feng, Liu Feng, Yang Li
2020 — conf
An Improved Genetic Algorithm with Local Search for Dynamic Job Shop Scheduling Problem.
CASE
Ming Wang, Peng Zhang, Peng Zheng, Junjie He, Jie Zhang, Jinsong Bao
2020 — conf
Feature Variance Ratio-Guided Channel Pruning for Deep Convolutional Network Acceleration.
ACCV (4)
Junjie He, Bohua Chen, Yinzhang Ding, Dongxiao Li
2019 — conf
An Adaptive Interval Forecast CNN Model for Fault Detection Method.
CASE
Junjie He, Junliang Wang, Lu Dai, Jie Zhang, Jingsong Bao
2019 — conf
Interface Design for Boccia Robot Considering Operation Characteristic.
HCI (LBP)
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
2019 J jnl
PAM: Pyramid Attention Mechanism Based on Contextual Reasoning.
IEEE Access
Bohua Chen, Hanzhi Ma, Junjie He, Yinzhang Ding, Lianghao Wang, Dongxiao Li, Ming Zhang
2018 — conf
A Robust Recoverable Algorithm Used for Digital Speech Forensics Based on DCT.
ICCCS (6)
Zhenghui Liu, Yanli Li, Fang Sun, Junjie He, Chuanda Qi, Da Luo
2017 J jnl
A speech content authentication algorithm based on a novel watermarking method.
Multim. Tools Appl.
Juan Wang, Junjie He
2015 C conf
An Authentication and Recovery Scheme for Digital Speech Signal Based on DWT.
IWDW
Jing Wang, Zhenghui Liu, Junjie He, Chuanda Qi
2014 B conf
Mobile-Based AR Application Helps to Promote EFL Children's Vocabulary Study.
ICALT
Junjie He, Jiali Ren, Gaoxia Zhu, Su Cai, Guang Chen