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Junhua Gu
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2020 – today
- 2024
- [j24]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: 107877 (2024) - [j23]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: 8461-8476 (2024) - [j22]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): 427-438 (2024) - [j21]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): 1857-1871 (2024) - [c24]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: 3-9 - 2023
- [j20]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): 531-572 (2023) - [j19]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: 120-141 (2023) - [j18]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): 4922-4936 (2023) - [j17]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: 119730 (2023) - [j16]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): 2897 (2023) - [j15]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): 3162-3176 (2023) - [j14]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): 2044-2058 (2023) - [c23]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: 102-118 - [c22]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: 148-159 - [c21]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: 490-501 - 2022
- [j13]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): 34-43 (2022) - [j12]Junhua Gu, Zichen Zheng, Wenmiao Zhou, Yajuan Zhang, Zhengjun Lu, Liang Yang:
Self-Supervised Graph Representation Learning via Information Bottleneck. Symmetry 14(4): 657 (2022) - [j11]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): 2123-2136 (2022) - [j10]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): 11604-11613 (2022) - [c20]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: 4327-4336 - [c19]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: 3356-3364 - [c18]Yiwei Zhao, Junhua Gu, Hongxiang Li:
A Control Scheme for Teleoperation Robot Arms Based on Markov Jump Systems with Time-delay. RCAR 2022: 343-348 - [c17]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: 1127-1135 - 2021
- [j9]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: 170-179 (2021) - [j8]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): 203-212 (2021) - [c16]Liang Yang, Chuan Wang, Junhua Gu, Xiaochun Cao, Bingxin Niu:
Why Do Attributes Propagate in Graph Convolutional Neural Networks? AAAI 2021: 4590-4598 - [c15]Liang Yang, Fan Wu, Zichen Zheng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo:
Heterogeneous Graph Information Bottleneck. IJCAI 2021: 1638-1645 - [i2]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 abs/2110.00681 (2021) - 2020
- [j7]Junhua Gu, Zepei Tian, Yongjun Qi:
Pulmonary Nodules Detection Based on Deformable Convolution. IEEE Access 8: 16302-16309 (2020) - [j6]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: 39078-39090 (2020) - [j5]Jianwei Li, Xiaoyu Ma, Xichuan Li, Junhua Gu:
PPAI: a web server for predicting protein-aptamer interactions. BMC Bioinform. 21(1): 236 (2020) - [j4]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): 1857-1868 (2020) - [j3]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): 35475-35489 (2020) - [j2]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): 1005-1019 (2020) - [c14]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: 1358-1363 - [c13]Liang Yang, Yuexue Wang, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo:
JANE: Jointly Adversarial Network Embedding. IJCAI 2020: 1381-1387 - [c12]Liang Yang, Fan Wu, Junhua Gu, Chuan Wang, Xiaochun Cao, Di Jin, Yuanfang Guo:
Graph Attention Topic Modeling Network. WWW 2020: 144-154
2010 – 2019
- 2019
- [c11]Liang Yang, Zhiyang Chen, Junhua Gu, Yuanfang Guo:
Dual Self-Paced Graph Convolutional Network: Towards Reducing Attribute Distortions Induced by Topology. IJCAI 2019: 4062-4069 - [c10]Liang Yang, Fan Wu, Yingkui Wang, Junhua Gu, Yuanfang Guo:
Masked Graph Convolutional Network. IJCAI 2019: 4070-4077 - [c9]Yongjun Qi, Junhua Gu, Juanping Geng, Zepei Tian, Yingru Su, Yajuan Zhang:
Pulmonary Nodules Image Retrieval via Supervised Deep Hashing. ISICDM 2019: 152-156 - [i1]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 abs/1902.09278 (2019) - 2016
- [j1]Hongpu Liu, Heyun Ma, Junhua Gu, Feng Wu, Junjie Lv:
A Rehabilitation Planning Based on Kinect Somatosensory Recognition and Cloud Computing. Trans. Edutainment 12: 78-86 (2016) - [c8]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: 154-155 - 2015
- [c7]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: 330- - 2013
- [c6]Jing Lu, Junhua Gu, Yang Lu:
Application of FDTD and Harmony Search Algorithm for Inverse Scattering Problem. BIC-TA 2013: 855-861 - [c5]Jing Lu, Junhua Gu, Suqi Zhang, Zhan Jin:
An improved harmony search algorithm for continuous optimization problems. ICNC 2013: 402-406
2000 – 2009
- 2008
- [c4]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: 201-204 - [c3]Nana Li, Yujuan Liu, Yongfeng Dong, Junhua Gu:
Application of Ant Colony Optimization Algorithm to Multi-Join Query Optimization. ISICA 2008: 189-197 - 2005
- [c2]Xiangdan Hou, Junhua Gu, Xueqin Shen, Weili Yan:
Application of Data Mining in Fault Diagnosis Based on Ontology. ICITA (1) 2005: 260-263 - 2002
- [c1]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: 1630-1635
Coauthor Index
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last updated on 2024-10-07 21:19 CEST by the dblp team
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