Junhua Gu

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 43

Top Topics

Medical Image Segmentation

Pulmonary Nodules

Top Venues

Future Gener. Comput. Syst.

Publications

Weixi Ma, Siyu Wang, Arnaud Venet, Junhua Gu, Subbu Subramanian, Rocky Liu, Yafei Yang, Daniel P. Friedman
F3: A Compiler for Feature Engineering. FUNARCH (2024)
Zhenghua Xu, Zhoutao Yu, Hexiang Zhang, Junyang Chen, Junhua Gu, Thomas Lukasiewicz, Victor C. M. Leung
PhaCIA-TCNs: Short-Term Load Forecasting Using Temporal Convolutional Networks With Parallel Hybrid Activated Convolution and Input Attention. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Penghui Niu, Junhua Gu, Yajuan Zhang, Ping Zhang, Taotao Cai, Wenjia Xu, Jungong Han
MDCGA-Net: Multiscale Direction Context-Aware Network With Global Attention for Building Extraction From Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Zhenghua Xu, Biao Tian, Shijie Liu, Xiangtao Wang, Di Yuan, Junhua Gu, Junyang Chen, Thomas Lukasiewicz, Victor C. M. Leung
Collaborative Attention Guided Multi-Scale Feature Fusion Network for Medical Image Segmentation. IEEE Trans. Netw. Sci. Eng. 11 (2) (2024)
Zhenghua Xu, Shengxin Wang, Gang Xu, Yunxin Liu, Miao Yu, Hongwei Zhang, Thomas Lukasiewicz, Junhua Gu
Automatic data augmentation for medical image segmentation using Adaptive Sequence-length based Deep Reinforcement Learning. Comput. Biol. Medicine 169 (2024)
Likui Wang, Lei Zhang, Xiangpeng Xie, Xiaodong Liu, Junhua Gu
Disturbances rejection for fuzzy systems with time-varying delay and states constraints by applying observer-based invariant set switching. Inf. Sci. 651 (2023)
Junhua Gu, Zhihao Jia, Taotao Cai, Xiangyu Song, Adnan Mahmood
Dynamic Correlation Adjacency-Matrix-Based Graph Neural Networks for Traffic Flow Prediction. Sensors 23 (6) (2023)
Jine Tang, Xinming Lu, Yong Xiang, Chaochen Shi, Junhua Gu
Blockchain search engine: Its current research status and future prospect in Internet of Things network. Future Gener. Comput. Syst. 138 (2023)
Rui Cao, Zhengchang Song, Bingxin Niu, Junhua Gu, Chunjie Li
Distributed Task Offloading Method Based on Federated Reinforcement Learning in Vehicular Networks with Incomplete Information. ICA3PP (4) (2023)
Zhengchang Song, Rui Cao, Bingxin Niu, Junhua Gu, Chunjie Li
A Hybrid Active and Passive Cache Method Based on Deep Learning in Edge Computing. ICA3PP (4) (2023)
Juan Gao, Xinwei Liu, Yu-Hong Dai, Yakui Huang, Junhua Gu
Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization. Comput. Optim. Appl. 84 (2) (2023)
Jine Tang, Lingxiao Wei, Weijing Liu, Zhangbing Zhou, Junhua Gu
Correlation Anomaly Detection With Multiple Primary Attributes in Collaborative Device-Edge-Cloud Network. IEEE Internet Things J. 10 (6, March 15) (2023)
Jine Tang, Taishan Qin, Yong Xiang, Zhangbing Zhou, Junhua Gu
Optimization Search Strategy for Task Offloading From Collaborative Edge Computing. IEEE Trans. Serv. Comput. 16 (3) (2023)
Qingyuan Wang, Chen Chen, Long Zhang, Xiaoxuan Song, Honggang Li, Qingjie Zhao, Bingxin Niu, Junhua Gu
Period Extraction for Traffic Flow Prediction. ICA3PP (3) (2023)
Jine Tang, Taishan Qin, Deliang Kong, Zhangbing Zhou, Xiaocui Li, Yongdong Wu, Junhua Gu
Anomaly Detection in Social-Aware IoT Networks. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Yiwei Zhao, Junhua Gu, Hongxiang Li
A Control Scheme for Teleoperation Robot Arms Based on Markov Jump Systems with Time-delay. RCAR (2022)
Junhua Gu, Zichen Zheng, Wenmiao Zhou, Yajuan Zhang, Zhengjun Lu, Liang Yang
Self-Supervised Graph Representation Learning via Information Bottleneck. Symmetry 14 (4) (2022)
Liang Yang, Weihang Peng, Wenmiao Zhou, Bingxin Niu, Junhua Gu, Chuan Wang, Yuanfang Guo, Dongxiao He, Xiaochun Cao
Difference Residual Graph Neural Networks. ACM Multimedia (2022)
Liang Yang, Wenmiao Zhou, Weihang Peng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Dongxiao He
Graph Neural Networks Beyond Compromise Between Attribute and Topology. WWW (2022)
Likui Wang, Hak-Keung Lam, Junhua Gu
Stability and Stabilization for Fuzzy Systems With Time Delay by Applying Polynomial Membership Function and Iteration Algorithm. IEEE Trans. Cybern. 52 (11) (2022)
Liang Yang, Yuanfang Guo, Junhua Gu, Di Jin, Bo Yang, Xiaochun Cao
Probabilistic Graph Convolutional Network via Topology-Constrained Latent Space Model. IEEE Trans. Cybern. 52 (4) (2022)
Liang Yang, Cheng Chen, Weixun Li, Bingxin Niu, Junhua Gu, Chuan Wang, Dongxiao He, Yuanfang Guo, Xiaochun Cao
Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing. AAAI (2022)
Jine Tang, Shuang Wu, Lingxiao Wei, Weijing Liu, Taishan Qin, Zhangbing Zhou, Junhua Gu
Energy-Efficient Sensory Data Collection Based on Spatiotemporal Correlation in IoT Networks. Int. J. Crowd Sci. 6 (1) (2022)
Xiaowen Cao, Li Xing, Elham Majd, Hua He, Junhua Gu, Xuekui Zhang
A systematic evaluation of methods for cell phenotype classification using single-cell RNA sequencing data. CoRR (2021)
Likui Wang, Hamid Reza Karimi, Junhua Gu
Stability Analysis for Interval Type-2 Fuzzy Systems by Applying Homogenous Polynomially Membership Functions Dependent Matrices and Switching Technique. IEEE Trans. Fuzzy Syst. 29 (2) (2021)
Liang Yang, Chuan Wang, Junhua Gu, Xiaochun Cao, Bingxin Niu
Why Do Attributes Propagate in Graph Convolutional Neural Networks? AAAI (2021)
Liang Yang, Fan Wu, Zichen Zheng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo
Heterogeneous Graph Information Bottleneck. IJCAI (2021)
Liang Yang, Weixun Li, Yuanfang Guo, Junhua Gu
Graph-CAT: Graph Co-Attention Networks via local and global attribute augmentations. Future Gener. Comput. Syst. 118 (2021)
Liang Yang, Fan Wu, Junhua Gu, Chuan Wang, Xiaochun Cao, Di Jin, Yuanfang Guo
Graph Attention Topic Modeling Network. WWW (2020)
Liang Yang, Junhua Gu, Chuan Wang, Xiaochun Cao, Lu Zhai, Di Jin, Yuanfang Guo
Toward Unsupervised Graph Neural Network: Interactive Clustering and Embedding via Optimal Transport. ICDM (2020)
Jianwei Li, Xiaoyu Ma, Xichuan Li, Junhua Gu
PPAI: a web server for predicting protein-aptamer interactions. BMC Bioinform. 21 (1) (2020)
Junhua Gu, Zepei Tian, Yongjun Qi
Pulmonary Nodules Detection Based on Deformable Convolution. IEEE Access 8 (2020)
Yongjun Qi, Junhua Gu, Yajuan Zhang, Gengshen Wu, Feng Wang
Supervised deep semantics-preserving hashing for real-time pulmonary nodule image retrieval. J. Real Time Image Process. 17 (6) (2020)
Liang Yang, Yuexue Wang, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo
JANE: Jointly Adversarial Network Embedding. IJCAI (2020)
Wei Li, Junhua Gu, Yongfeng Dong, Yao Dong, Jungong Han
Indoor scene understanding via RGB-D image segmentation employing depth-based CNN and CRFs. Multim. Tools Appl. 79 (47) (2020)
Yongjun Qi, Junhua Gu, Weixun Li, Zepei Tian, Yajuan Zhang, Juanping Geng
Pulmonary nodule image super-resolution using multi-scale deep residual channel attention network with joint optimization. J. Supercomput. 76 (2) (2020)
Suqi Zhang, Junyan Wu, Jianxin Li, Junhua Gu, Xianchao Tang, Xinyun Xu
Semi-Supervised Community Detection via Constraint Matrix Construction and Active Node Selection. IEEE Access 8 (2020)
Liang Yang, Zhiyang Chen, Junhua Gu, Yuanfang Guo
Dual Self-Paced Graph Convolutional Network: Towards Reducing Attribute Distortions Induced by Topology. IJCAI (2019)
Liang Yang, Fan Wu, Yingkui Wang, Junhua Gu, Yuanfang Guo
Masked Graph Convolutional Network. IJCAI (2019)
Yongjun Qi, Junhua Gu, Juanping Geng, Zepei Tian, Yingru Su, Yajuan Zhang
Pulmonary Nodules Image Retrieval via Supervised Deep Hashing. ISICDM (2019)
Weitian Li, Haiguang Xu, Zhixian Ma, Ruimin Zhu, Dan Hu, Zhenghao Zhu, Junhua Gu, Chenxi Shan, Jie Zhu, Xiang-Ping Wu
Separating the EoR Signal with a Convolutional Denoising Autoencoder: A Deep-learning-based Method. CoRR (2019)
Hongpu Liu, Heyun Ma, Junhua Gu, Feng Wu, Junjie Lv
A Rehabilitation Planning Based on Kinect Somatosensory Recognition and Cloud Computing. Trans. Edutainment 12 (2016)
Wanyeong Jung, Junhua Gu, Paul D. Myers, Minseob Shim, Seokhyeon Jeong, Kaiyuan Yang, Myungjoon Choi, Zhiyoong Foo, Suyoung Bang, Sechang Oh, Dennis Sylvester, David T. Blaauw
8.5 A 60%-efficiency 20nW-500µW tri-output fully integrated power management unit with environmental adaptation and load-proportional biasing for IoT systems. ISSCC (2016)
Myungjoon Choi, Junhua Gu, David T. Blaauw, Dennis Sylvester
Wide input range 1.7μW 1.2kS/s resistive sensor interface circuit with 1 cycle/sample logarithmic sub-ranging. VLSIC (2015)
Jing Lu, Junhua Gu, Yang Lu
Application of FDTD and Harmony Search Algorithm for Inverse Scattering Problem. BIC-TA (2013)
Jing Lu, Junhua Gu, Suqi Zhang, Zhan Jin
An improved harmony search algorithm for continuous optimization problems. ICNC (2013)
Nana Li, Yujuan Liu, Yongfeng Dong, Junhua Gu
Application of Ant Colony Optimization Algorithm to Multi-Join Query Optimization. ISICA (2008)
Fang Zhu, Jie Song, Ruixia Yang, Junhua Gu
Research on Counting Method of Bus Passenger Flow Based on Kinematics of Human Body. CSSE (1) (2008)
Xiangdan Hou, Junhua Gu, Xueqin Shen, Weili Yan
Application of Data Mining in Fault Diagnosis Based on Ontology. ICITA (1) (2005)
Chao-Hsien Chu, Junhua Gu, Xiangdan Hou, Qijun Gu
A heuristic ant algorithm for solving QoS multicast routing problem. IEEE Congress on Evolutionary Computation (2002)