Junhua Gu

62 papers A* 11B 2Misc 1Journal 36Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
M3S-Net: Multimodal Feature Fusion Network Based on Multi-scale Data for Ultra-short-term PV Power Forecasting.
CoRR
Penghui Niu, Taotao Cai, Suqi Zhang, Junhua Gu, Ping Zhang, Qiqi Liu, Jianxin Li
2025 B conf
An Elite-Guided Large-Scale Multi-Objective Evolutionary Algorithm Driven by Denoising Diffusion Probabilistic Models.
CEC
Tingting Dang, Wenxuan Fang, Jiaqiang Li, Qiqi Liu, Junhua Gu, Yaochu Jin
2025 J jnl
Asynchronous Switching Control for Fuzzy Markov Jump Systems With Periodically Varying Delay and Its Application to Electronic Circuits.
IEEE Trans Autom. Sci. Eng.
Yinghong Zhao, Likui Wang, Xiangpeng Xie, Hak-Keung Lam, Junhua Gu
2025 A* conf
Filling the Missings: Spatiotemporal Data Imputation by Conditional Diffusion.
IJCAI
Wenying He, Jieling Huang, Junhua Gu, Ji Zhang, Yude Bai
2025 J jnl
Filling the Missings: Spatiotemporal Data Imputation by Conditional Diffusion.
CoRR
Wenying He, Jieling Huang, Junhua Gu, Ji Zhang, Yude Bai
2025 J jnl
GRANDlib: A simulation pipeline for the Giant Radio Array for Neutrino Detection (GRAND).
Comput. Phys. Commun.
Rafael Alves Batista, Aurélien Benoit-Lévy, Teresa Bister, Martina Bohacova, Mauricio Bustamante, Washington Carvalho, Yiren Chen, LingMei Cheng, Simon Chiche, Jean-Marc Colley, Pablo Correa, Nicoleta Cucu Laurenciu, Zigao Dai, Rogerio M. de Almeida, Beatriz de Errico, Sijbrand de Jong, João R. T. de Mello Neto, Krijn D. de Vries, Valentin Decoene, Peter B. Denton, Bohao Duan, Kaikai Duan, Ralph Engel, William Erba, Yizhong Fan, Arsène Ferrière, QuanBu Gou, Junhua Gu, Marion Guelfand, Jianhua Guo, Yiqing Guo, Claire Guépin, Lukas Gülzow, Andreas Haungs, Matej Havelka, Haoning He, Eric Hivon, Hongbo Hu, Xiaoyuan Huang, Yan Huang, Tim Huege, Wen Jiang, Ramesh Koirala, Chuizheng Kong, Kumiko Kotera, Jelena Köhler, Bruno L. Lago, Zhisen Lai, Sandra Le Coz, François Legrand, Antonios Leisos, Rui Li, Xingyu Li, Yifei Li, Cheng Liu, Ruoyu Liu, Wei Liu, Pengxiong Ma, Oscar Macias, Frédéric Magnard, Alexandre Marcowith, Olivier Martineau-Huynh, Thomas McKinley, Paul Minodier, Pragati Mitra, Miguel Mostafá, Kohta Murase, Valentin Niess, Stavros Nonis, Shoichi Ogio, Foteini Oikonomou, ongwei Pan, Konstantinos Papageorgiou, Tanguy Pierog, Lech Wiktor Piotrowski, Simon Prunet, Xiangli Qian, Markus Roth, Takashi Sako, Harm Schoorlemmer, Dániel Szálas-Motesiczky, Szymon Slawinski, Xishui Tian, Anne Timmermans, Charles Timmermans, Petr Tobiska, Apostolos Tsirigotis, Matías Tueros, George Vittakis, Hanrui Wang, Jiale Wang, Shen Wang, Xiangyu Wang, Xu Wang, Daming Wei, Feng Wei, Xiangping Wu, Xuefeng Wu, Xin Xu, Xing Xu, Fufu Yang, Lili Yang, Xuan Yang, Qiang Yuan, Philippe Zarka, Houdun Zeng, Chao Zhang, Jianli Zhang, Kewen Zhang, Pengfei Zhang, Qingchi Zhang, Songbo Zhang, Yi Zhang, Hao Zhou
2025 J jnl
Gradient-based federated Bayesian optimization.
Knowl. Based Syst.
Lin Yang, Junhua Gu, Qiqi Liu, Zhigang Zhao, Yunhe Wang, Yaochu Jin
2025 J jnl
LG-Umer: UNet-Like Network Integrate Local-Global Feature With Novel Attention for Road Extraction From Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Penghui Niu, Taotao Cai, Yajuan Zhang, Ping Zhang, Wenjia Xu, Junhua Gu, Jungong Han
2025 J jnl
MPCM-Net: Multi-scale network integrates partial attention convolution with Mamba for ground-based cloud image segmentation.
CoRR
Penghui Niu, Jiashuai She, Taotao Cai, Yajuan Zhang, Ping Zhang, Junhua Gu, Jianxin Li
2025 J jnl
Model-output-based federated Bayesian optimization.
Complex Intell. Syst.
Lin Yang, Qiqi Liu, Zhigang Zhao, Yunhe Wang, Junhua Gu
2025 J jnl
Novel machine learning model for predicting cancer drugs' susceptibilities and discovering novel treatments.
J. Biomed. Informatics
Xiaowen Cao, Li Xing, Hao Ding, He Li, Yushan Hu, Yao Dong, Hua He, Junhua Gu, Xuekui Zhang
2025 J jnl
USF-Net: A Unified Spatiotemporal Fusion Network for Ground-Based Remote Sensing Cloud Image Sequence Extrapolation.
CoRR
Penghui Niu, Taotao Cai, Jiashuai She, Yajuan Zhang, Junhua Gu, Ping Zhang, Jungong Han, Jianxin Li
2024 J jnl
Automatic data augmentation for medical image segmentation using Adaptive Sequence-length based Deep Reinforcement Learning.
Comput. Biol. Medicine
Zhenghua Xu, Shengxin Wang, Gang Xu, Yunxin Liu, Miao Yu, Hongwei Zhang, Thomas Lukasiewicz, Junhua Gu
2024 J jnl
Collaborative Attention Guided Multi-Scale Feature Fusion Network for Medical Image Segmentation.
IEEE Trans. Netw. Sci. Eng.
Zhenghua Xu, Biao Tian, Shijie Liu, Xiangtao Wang, Di Yuan, Junhua Gu, Junyang Chen, Thomas Lukasiewicz, Victor C. M. Leung
2024 — conf
F3: A Compiler for Feature Engineering.
FUNARCH
Weixi Ma, Siyu Wang, Arnaud Venet, Junhua Gu, Subbu Subramanian, Rocky Liu, Yafei Yang, Daniel P. Friedman
2024 J jnl
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.
Penghui Niu, Junhua Gu, Yajuan Zhang, Ping Zhang, Taotao Cai, Wenjia Xu, Jungong Han
2024 J jnl
PhaCIA-TCNs: Short-Term Load Forecasting Using Temporal Convolutional Networks With Parallel Hybrid Activated Convolution and Input Attention.
IEEE Trans. Netw. Sci. Eng.
Zhenghua Xu, Zhoutao Yu, Hexiang Zhang, Junyang Chen, Junhua Gu, Thomas Lukasiewicz, Victor C. M. Leung
2023 — conf
A Hybrid Active and Passive Cache Method Based on Deep Learning in Edge Computing.
ICA3PP (4)
Zhengchang Song, Rui Cao, Bingxin Niu, Junhua Gu, Chunjie Li
2023 J jnl
Anomaly Detection in Social-Aware IoT Networks.
IEEE Trans. Netw. Serv. Manag.
Jine Tang, Taishan Qin, Deliang Kong, Zhangbing Zhou, Xiaocui Li, Yongdong Wu, Junhua Gu
2023 J jnl
Blockchain search engine: Its current research status and future prospect in Internet of Things network.
Future Gener. Comput. Syst.
Jine Tang, Xinming Lu, Yong Xiang, Chaochen Shi, Junhua Gu
2023 J jnl
Correlation Anomaly Detection With Multiple Primary Attributes in Collaborative Device-Edge-Cloud Network.
IEEE Internet Things J.
Jine Tang, Lingxiao Wei, Weijing Liu, Zhangbing Zhou, Junhua Gu
2023 — conf
Distributed Task Offloading Method Based on Federated Reinforcement Learning in Vehicular Networks with Incomplete Information.
ICA3PP (4)
Rui Cao, Zhengchang Song, Bingxin Niu, Junhua Gu, Chunjie Li
2023 J jnl
Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization.
Comput. Optim. Appl.
Juan Gao, Xinwei Liu, Yu-Hong Dai, Yakui Huang, Junhua Gu
2023 J jnl
Disturbances rejection for fuzzy systems with time-varying delay and states constraints by applying observer-based invariant set switching.
Inf. Sci.
Likui Wang, Lei Zhang, Xiangpeng Xie, Xiaodong Liu, Junhua Gu
2023 J jnl
Dynamic Correlation Adjacency-Matrix-Based Graph Neural Networks for Traffic Flow Prediction.
Sensors
Junhua Gu, Zhihao Jia, Taotao Cai, Xiangyu Song, Adnan Mahmood
2023 J jnl
Optimization Search Strategy for Task Offloading From Collaborative Edge Computing.
IEEE Trans. Serv. Comput.
Jine Tang, Taishan Qin, Yong Xiang, Zhangbing Zhou, Junhua Gu
2023 — conf
Period Extraction for Traffic Flow Prediction.
ICA3PP (3)
Qingyuan Wang, Chen Chen, Long Zhang, Xiaoxuan Song, Honggang Li, Qingjie Zhao, Bingxin Niu, Junhua Gu
2022 — conf
A Control Scheme for Teleoperation Robot Arms Based on Markov Jump Systems with Time-delay.
RCAR
Yiwei Zhao, Junhua Gu, Hongxiang Li
2022 A* conf
Difference Residual Graph Neural Networks.
ACM Multimedia
Liang Yang, Weihang Peng, Wenmiao Zhou, Bingxin Niu, Junhua Gu, Chuan Wang, Yuanfang Guo, Dongxiao He, Xiaochun Cao
2022 J jnl
Energy-Efficient Sensory Data Collection Based on Spatiotemporal Correlation in IoT Networks.
Int. J. Crowd Sci.
Jine Tang, Shuang Wu, Lingxiao Wei, Weijing Liu, Taishan Qin, Zhangbing Zhou, Junhua Gu
2022 A* conf
Graph Neural Networks Beyond Compromise Between Attribute and Topology.
WWW
Liang Yang, Wenmiao Zhou, Weihang Peng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Dongxiao He
2022 J jnl
Probabilistic Graph Convolutional Network via Topology-Constrained Latent Space Model.
IEEE Trans. Cybern.
Liang Yang, Yuanfang Guo, Junhua Gu, Di Jin, Bo Yang, Xiaochun Cao
2022 A* conf
Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing.
AAAI
Liang Yang, Cheng Chen, Weixun Li, Bingxin Niu, Junhua Gu, Chuan Wang, Dongxiao He, Yuanfang Guo, Xiaochun Cao
2022 J jnl
Self-Supervised Graph Representation Learning via Information Bottleneck.
Symmetry
Junhua Gu, Zichen Zheng, Wenmiao Zhou, Yajuan Zhang, Zhengjun Lu, Liang Yang
2022 J jnl
Stability and Stabilization for Fuzzy Systems With Time Delay by Applying Polynomial Membership Function and Iteration Algorithm.
IEEE Trans. Cybern.
Likui Wang, Hak-Keung Lam, Junhua Gu
2021 J jnl
A systematic evaluation of methods for cell phenotype classification using single-cell RNA sequencing data.
CoRR
Xiaowen Cao, Li Xing, Elham Majd, Hua He, Junhua Gu, Xuekui Zhang
2021 J jnl
Graph-CAT: Graph Co-Attention Networks via local and global attribute augmentations.
Future Gener. Comput. Syst.
Liang Yang, Weixun Li, Yuanfang Guo, Junhua Gu
2021 A* conf
Heterogeneous Graph Information Bottleneck.
IJCAI
Liang Yang, Fan Wu, Zichen Zheng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo
2021 J jnl
Stability Analysis for Interval Type-2 Fuzzy Systems by Applying Homogenous Polynomially Membership Functions Dependent Matrices and Switching Technique.
IEEE Trans. Fuzzy Syst.
Likui Wang, Hamid Reza Karimi, Junhua Gu
2021 A* conf
Why Do Attributes Propagate in Graph Convolutional Neural Networks?
AAAI
Liang Yang, Chuan Wang, Junhua Gu, Xiaochun Cao, Bingxin Niu
2020 A* conf
Graph Attention Topic Modeling Network.
WWW
Liang Yang, Fan Wu, Junhua Gu, Chuan Wang, Xiaochun Cao, Di Jin, Yuanfang Guo
2020 J jnl
Indoor scene understanding via RGB-D image segmentation employing depth-based CNN and CRFs.
Multim. Tools Appl.
Wei Li, Junhua Gu, Yongfeng Dong, Yao Dong, Jungong Han
2020 A* conf
JANE: Jointly Adversarial Network Embedding.
IJCAI
Liang Yang, Yuexue Wang, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo
2020 J jnl
PPAI: a web server for predicting protein-aptamer interactions.
BMC Bioinform.
Jianwei Li, Xiaoyu Ma, Xichuan Li, Junhua Gu
2020 J jnl
Pulmonary Nodules Detection Based on Deformable Convolution.
IEEE Access
Junhua Gu, Zepei Tian, Yongjun Qi
2020 J jnl
Pulmonary nodule image super-resolution using multi-scale deep residual channel attention network with joint optimization.
J. Supercomput.
Yongjun Qi, Junhua Gu, Weixun Li, Zepei Tian, Yajuan Zhang, Juanping Geng
2020 J jnl
Semi-Supervised Community Detection via Constraint Matrix Construction and Active Node Selection.
IEEE Access
Suqi Zhang, Junyan Wu, Jianxin Li, Junhua Gu, Xianchao Tang, Xinyun Xu
2020 J jnl
Supervised deep semantics-preserving hashing for real-time pulmonary nodule image retrieval.
J. Real Time Image Process.
Yongjun Qi, Junhua Gu, Yajuan Zhang, Gengshen Wu, Feng Wang
2020 A* conf
Toward Unsupervised Graph Neural Network: Interactive Clustering and Embedding via Optimal Transport.
ICDM
Liang Yang, Junhua Gu, Chuan Wang, Xiaochun Cao, Lu Zhai, Di Jin, Yuanfang Guo
2019 A* conf
Dual Self-Paced Graph Convolutional Network: Towards Reducing Attribute Distortions Induced by Topology.
IJCAI
Liang Yang, Zhiyang Chen, Junhua Gu, Yuanfang Guo
2019 A* conf
Masked Graph Convolutional Network.
IJCAI
Liang Yang, Fan Wu, Yingkui Wang, Junhua Gu, Yuanfang Guo
2019 — conf
Pulmonary Nodules Image Retrieval via Supervised Deep Hashing.
ISICDM
Yongjun Qi, Junhua Gu, Juanping Geng, Zepei Tian, Yingru Su, Yajuan Zhang
2019 J jnl
Separating the EoR Signal with a Convolutional Denoising Autoencoder: A Deep-learning-based Method.
CoRR
Weitian Li, Haiguang Xu, Zhixian Ma, Ruimin Zhu, Dan Hu, Zhenghao Zhu, Junhua Gu, Chenxi Shan, Jie Zhu, Xiang-Ping Wu
2016 — conf
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
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
2016 J jnl
A Rehabilitation Planning Based on Kinect Somatosensory Recognition and Cloud Computing.
Trans. Edutainment
Hongpu Liu, Heyun Ma, Junhua Gu, Feng Wu, Junjie Lv
2015 — conf
Wide input range 1.7μW 1.2kS/s resistive sensor interface circuit with 1 cycle/sample logarithmic sub-ranging.
VLSIC
Myungjoon Choi, Junhua Gu, David T. Blaauw, Dennis Sylvester
2013 Misc conf
An improved harmony search algorithm for continuous optimization problems.
ICNC
Jing Lu, Junhua Gu, Suqi Zhang, Zhan Jin
2013 — conf
Application of FDTD and Harmony Search Algorithm for Inverse Scattering Problem.
BIC-TA
Jing Lu, Junhua Gu, Yang Lu
2008 — conf
Application of Ant Colony Optimization Algorithm to Multi-Join Query Optimization.
ISICA
Nana Li, Yujuan Liu, Yongfeng Dong, Junhua Gu
2008 — conf
Research on Counting Method of Bus Passenger Flow Based on Kinematics of Human Body.
CSSE (1)
Fang Zhu, Jie Song, Ruixia Yang, Junhua Gu
2005 — conf
Application of Data Mining in Fault Diagnosis Based on Ontology.
ICITA (1)
Xiangdan Hou, Junhua Gu, Xueqin Shen, Weili Yan
2002 B conf
A heuristic ant algorithm for solving QoS multicast routing problem.
IEEE Congress on Evolutionary Computation
Chao-Hsien Chu, Junhua Gu, Xiangdan Hou, Qijun Gu