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ORCIDBibTeX records: Junbin Gao
@article{DBLP:journals/jzusc/ZhangSJGLLPTW24,
author = {Junping Zhang and
Lingyun Sun and
Cong Jin and
Junbin Gao and
Xiaobing Li and
Jiebo Luo and
Zhigeng Pan and
Ying Tang and
Jingdong Wang},
title = {Recent advances in artificial intelligence generated content},
journal = {Frontiers Inf. Technol. Electron. Eng.},
volume = {25},
number = {1},
pages = {1--5},
year = {2024},
url = {https://doi.org/10.1631/FITEE.2410000},
doi = {10.1631/FITEE.2410000},
timestamp = {Wed, 06 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jzusc/ZhangSJGLLPTW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jzusc/LinLLLG24,
author = {Lequan Lin and
Zhengkun Li and
Ruikun Li and
Xuliang Li and
Junbin Gao},
title = {Diffusion models for time-series applications: a survey},
journal = {Frontiers Inf. Technol. Electron. Eng.},
volume = {25},
number = {1},
pages = {19--41},
year = {2024},
url = {https://doi.org/10.1631/FITEE.2300310},
doi = {10.1631/FITEE.2300310},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jzusc/LinLLLG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HanMJG24,
author = {Andi Han and
Bamdev Mishra and
Pratik Jawanpuria and
Junbin Gao},
title = {Differentially private Riemannian optimization},
journal = {Mach. Learn.},
volume = {113},
number = {3},
pages = {1133--1161},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06508-5},
doi = {10.1007/S10994-023-06508-5},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HanMJG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HanMJG24a,
author = {Andi Han and
Bamdev Mishra and
Pratik Jawanpuria and
Junbin Gao},
title = {Riemannian block {SPD} coupling manifold and its application to optimal
transport},
journal = {Mach. Learn.},
volume = {113},
number = {4},
pages = {1595--1622},
year = {2024},
url = {https://doi.org/10.1007/s10994-022-06258-w},
doi = {10.1007/S10994-022-06258-W},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HanMJG24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/ShaoSHVGG24,
author = {Zhiqi Shao and
Dai Shi and
Andi Han and
Andrey Vasnev and
Yi Guo and
Junbin Gao},
title = {Enhancing framelet GCNs with generalized p-Laplacian regularization},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {15},
number = {4},
pages = {1553--1573},
year = {2024},
url = {https://doi.org/10.1007/s13042-023-01982-8},
doi = {10.1007/S13042-023-01982-8},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlc/ShaoSHVGG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhangLSWGY24,
author = {Qi Zhang and
Jinghua Li and
Yanfeng Sun and
Shaofan Wang and
Junbin Gao and
Baocai Yin},
title = {Beyond low-pass filtering on large-scale graphs via Adaptive Filtering
Graph Neural Networks},
journal = {Neural Networks},
volume = {169},
pages = {1--10},
year = {2024},
url = {https://doi.org/10.1016/j.neunet.2023.09.042},
doi = {10.1016/J.NEUNET.2023.09.042},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/ZhangLSWGY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/ZouHLLG24,
author = {Chunya Zou and
Andi Han and
Lequan Lin and
Ming Li and
Junbin Gao},
title = {A Simple Yet Effective Framelet-Based Graph Neural Network for Directed
Graphs},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {5},
number = {4},
pages = {1647--1657},
year = {2024},
url = {https://doi.org/10.1109/TAI.2023.3316628},
doi = {10.1109/TAI.2023.3316628},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tai/ZouHLLG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/WangWGHHY24,
author = {Jiapu Wang and
Boyue Wang and
Junbin Gao and
Simin Hu and
Yongli Hu and
Baocai Yin},
title = {Multi-Level Interaction Based Knowledge Graph Completion},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {32},
pages = {386--396},
year = {2024},
url = {https://doi.org/10.1109/TASLP.2023.3331121},
doi = {10.1109/TASLP.2023.3331121},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/WangWGHHY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/LiuHGSY24,
author = {Tengfei Liu and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Hierarchical Multi-Granularity Interaction Graph Convolutional Network
for Long Document Classification},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {32},
pages = {1762--1775},
year = {2024},
url = {https://doi.org/10.1109/TASLP.2024.3369530},
doi = {10.1109/TASLP.2024.3369530},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/LiuHGSY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/ZhangGQYXZ24,
author = {Hengmin Zhang and
Junbin Gao and
Jianjun Qian and
Jian Yang and
Chunyan Xu and
Bob Zhang},
title = {Linear Regression Problem Relaxations Solved by Nonconvex {ADMM} With
Convergence Analysis},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {34},
number = {2},
pages = {828--838},
year = {2024},
url = {https://doi.org/10.1109/TCSVT.2023.3291821},
doi = {10.1109/TCSVT.2023.3291821},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcsv/ZhangGQYXZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuHGSY24,
author = {Tengfei Liu and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Cross-modal Multiple Granularity Interactive Fusion Network for Long
Document Classification},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {4},
pages = {78:1--78:24},
year = {2024},
url = {https://doi.org/10.1145/3631711},
doi = {10.1145/3631711},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuHGSY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WenCCSGY24,
author = {Hechuan Wen and
Tong Chen and
Li Kheng Chai and
Shazia Sadiq and
Junbin Gao and
Hongzhi Yin},
title = {Variational Counterfactual Prediction Under Runtime Domain Corruption},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2271--2284},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3321893},
doi = {10.1109/TKDE.2023.3321893},
timestamp = {Sun, 14 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WenCCSGY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HeWHGSY24,
author = {Xiaxia He and
Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Parallelly Adaptive Graph Convolutional Clustering Model},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {4},
pages = {4451--4464},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3176411},
doi = {10.1109/TNNLS.2022.3176411},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/HeWHGSY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YangSW0GJY24,
author = {Yachao Yang and
Yanfeng Sun and
Shaofan Wang and
Jipeng Guo and
Junbin Gao and
Fujiao Ju and
Baocai Yin},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Graph Neural Networks with Soft Association between Topology and Attribute},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {9260--9268},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i8.28778},
doi = {10.1609/AAAI.V38I8.28778},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YangSW0GJY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08119,
author = {Lequan Lin and
Dai Shi and
Andi Han and
Junbin Gao},
title = {SpecSTG: {A} Fast Spectral Diffusion Framework for Probabilistic Spatio-Temporal
Traffic Forecasting},
journal = {CoRR},
volume = {abs/2401.08119},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08119},
doi = {10.48550/ARXIV.2401.08119},
eprinttype = {arXiv},
eprint = {2401.08119},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-14580,
author = {Dai Shi and
Andi Han and
Lequan Lin and
Yi Guo and
Zhiyong Wang and
Junbin Gao},
title = {Design Your Own Universe: {A} Physics-Informed Agnostic Method for
Enhancing Graph Neural Networks},
journal = {CoRR},
volume = {abs/2401.14580},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.14580},
doi = {10.48550/ARXIV.2401.14580},
eprinttype = {arXiv},
eprint = {2401.14580},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-14580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15584,
author = {Jinlu Wang and
Jipeng Guo and
Yanfeng Sun and
Junbin Gao and
Shaofan Wang and
Yachao Yang and
Baocai Yin},
title = {{DGNN:} Decoupled Graph Neural Networks with Structural Consistency
between Attribute and Graph Embedding Representations},
journal = {CoRR},
volume = {abs/2401.15584},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15584},
doi = {10.48550/ARXIV.2401.15584},
eprinttype = {arXiv},
eprint = {2401.15584},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17753,
author = {Zhiqi Shao and
Michael G. H. Bell and
Ze Wang and
D. Glenn Geers and
Xusheng Yao and
Junbin Gao},
title = {CCDSReFormer: Traffic Flow Prediction with a Criss-Crossed Dual-Stream
Enhanced Rectified Transformer Model},
journal = {CoRR},
volume = {abs/2403.17753},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17753},
doi = {10.48550/ARXIV.2403.17753},
eprinttype = {arXiv},
eprint = {2403.17753},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19881,
author = {Jiapu Wang and
Zheng Cui and
Boyue Wang and
Shirui Pan and
Junbin Gao and
Baocai Yin and
Wen Gao},
title = {{IME:} Integrating Multi-curvature Shared and Specific Embedding for
Temporal Knowledge Graph Completion},
journal = {CoRR},
volume = {abs/2403.19881},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19881},
doi = {10.48550/ARXIV.2403.19881},
eprinttype = {arXiv},
eprint = {2403.19881},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19881.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/GuoSGHY23,
author = {Jipeng Guo and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Robust discriminant analysis with feature selective projection and
between-classes structural incoherence},
journal = {Digit. Signal Process.},
volume = {134},
pages = {103896},
year = {2023},
url = {https://doi.org/10.1016/j.dsp.2022.103896},
doi = {10.1016/J.DSP.2022.103896},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/GuoSGHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gis/LiBGMLLG23,
author = {Yang Li and
Mingyuan Bai and
Qingfeng Guan and
Zi Ming and
Xun Liang and
Gang Liu and
Junbin Gao},
title = {CSD-R\emph{k}NN: reverse \emph{k} nearest neighbors queries with conic
section discriminances},
journal = {Int. J. Geogr. Inf. Sci.},
volume = {37},
number = {10},
pages = {2175--2204},
year = {2023},
url = {https://doi.org/10.1080/13658816.2023.2249521},
doi = {10.1080/13658816.2023.2249521},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gis/LiBGMLLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HongGWXM23,
author = {Xia Hong and
Junbin Gao and
Hong Wei and
James Xiao and
Richard J. Mitchell},
title = {Two-step scalable spectral clustering algorithm using landmarks and
probability density estimation},
journal = {Neurocomputing},
volume = {519},
pages = {173--186},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2022.11.063},
doi = {10.1016/J.NEUCOM.2022.11.063},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/HongGWXM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiangG23,
author = {Huidong Liang and
Junbin Gao},
title = {Wasserstein Adversarially Regularized Graph Autoencoder},
journal = {Neurocomputing},
volume = {541},
pages = {126235},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.126235},
doi = {10.1016/J.NEUCOM.2023.126235},
timestamp = {Sun, 04 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LiangG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhengZ00G23,
author = {Xuebin Zheng and
Bingxin Zhou and
Ming Li and
Yu Guang Wang and
Junbin Gao},
title = {MathNet: Haar-like wavelet multiresolution analysis for graph representation
learning},
journal = {Knowl. Based Syst.},
volume = {273},
pages = {110609},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110609},
doi = {10.1016/J.KNOSYS.2023.110609},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhengZ00G23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/YangSJWGY23,
author = {Yachao Yang and
Yanfeng Sun and
Fujiao Ju and
Shaofan Wang and
Junbin Gao and
Baocai Yin},
title = {Multi-graph Fusion Graph Convolutional Networks with pseudo-label
supervision},
journal = {Neural Networks},
volume = {158},
pages = {305--317},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2022.11.027},
doi = {10.1016/J.NEUNET.2022.11.027},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/YangSJWGY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LiangDZM0G23,
author = {Huidong Liang and
Xingjian Du and
Bilei Zhu and
Zejun Ma and
Ke Chen and
Junbin Gao},
title = {Graph contrastive learning with implicit augmentations},
journal = {Neural Networks},
volume = {163},
pages = {156--164},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2023.04.001},
doi = {10.1016/J.NEUNET.2023.04.001},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/LiangDZM0G23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/HeWLGHHY23,
author = {Xiaxia He and
Boyue Wang and
Ruikun Li and
Junbin Gao and
Yongli Hu and
Guangyu Huo and
Baocai Yin},
title = {Graph structure learning layer and its graph convolution clustering
application},
journal = {Neural Networks},
volume = {165},
pages = {1010--1020},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2023.06.024},
doi = {10.1016/J.NEUNET.2023.06.024},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/HeWLGHHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GuoSGHY23,
author = {Jipeng Guo and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Logarithmic Schatten-{\textdollar}p{\textdollar}p Norm Minimization
for Tensorial Multi-View Subspace Clustering},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {3},
pages = {3396--3410},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3179556},
doi = {10.1109/TPAMI.2022.3179556},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/GuoSGHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/HanMJKG23,
author = {Andi Han and
Bamdev Mishra and
Pratik Jawanpuria and
Pawan Kumar and
Junbin Gao},
title = {Riemannian Hamiltonian Methods for Min-Max Optimization on Manifolds},
journal = {{SIAM} J. Optim.},
volume = {33},
number = {3},
pages = {1797--1827},
year = {2023},
url = {https://doi.org/10.1137/22m1492684},
doi = {10.1137/22M1492684},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/HanMJKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/GuoTG23,
author = {Yi Guo and
Stephen Tierney and
Junbin Gao},
title = {Corrigendum to Efficient sparse subspace clustering by nearest neighbour
filtering Signal Processing {(2021)} 108082},
journal = {Signal Process.},
volume = {202},
pages = {108784},
year = {2023},
url = {https://doi.org/10.1016/j.sigpro.2022.108784},
doi = {10.1016/J.SIGPRO.2022.108784},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/GuoTG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/HuoZWGHY23,
author = {Guangyu Huo and
Yong Zhang and
Boyue Wang and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Hierarchical Spatio-Temporal Graph Convolutional Networks and Transformer
Network for Traffic Flow Forecasting},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {24},
number = {4},
pages = {3855--3867},
year = {2023},
url = {https://doi.org/10.1109/TITS.2023.3234512},
doi = {10.1109/TITS.2023.3234512},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/HuoZWGHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangWGHY23,
author = {Jiapu Wang and
Boyue Wang and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Multi-Concept Representation Learning for Knowledge Graph Completion},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {1},
pages = {11:1--11:19},
year = {2023},
url = {https://doi.org/10.1145/3533017},
doi = {10.1145/3533017},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangWGHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HuoZGWHY23,
author = {Guangyu Huo and
Yong Zhang and
Junbin Gao and
Boyue Wang and
Yongli Hu and
Baocai Yin},
title = {CaEGCN: Cross-Attention Fusion Based Enhanced Graph Convolutional
Network for Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {4},
pages = {3471--3483},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3125020},
doi = {10.1109/TKDE.2021.3125020},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HuoZGWHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangWGLHY23,
author = {Jiapu Wang and
Boyue Wang and
Junbin Gao and
Xiaoyan Li and
Yongli Hu and
Baocai Yin},
title = {{TDN:} Triplet Distributor Network for Knowledge Graph Completion},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {12},
pages = {13002--13014},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2023.3272568},
doi = {10.1109/TKDE.2023.3272568},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangWGLHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LongSGHY23,
author = {Tianhang Long and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Domain Adaptation as Optimal Transport on Grassmann Manifolds},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {10},
pages = {7196--7209},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3139119},
doi = {10.1109/TNNLS.2021.3139119},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LongSGHY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuHWSGY23,
author = {Tengfei Liu and
Yongli Hu and
Boyue Wang and
Yanfeng Sun and
Junbin Gao and
Baocai Yin},
title = {Hierarchical Graph Convolutional Networks for Structured Long Document
Classification},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {10},
pages = {8071--8085},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2022.3185295},
doi = {10.1109/TNNLS.2022.3185295},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LiuHWSGY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChenCBPZG23,
author = {Jie Chen and
Shouzhen Chen and
Mingyuan Bai and
Jian Pu and
Junping Zhang and
Junbin Gao},
title = {Graph Decoupling Attention Markov Networks for Semisupervised Graph
Node Classification},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {12},
pages = {9859--9873},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2022.3161453},
doi = {10.1109/TNNLS.2022.3161453},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ChenCBPZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/LiLGCG23,
author = {Ruikun Li and
Xuliang Li and
Shiying Gao and
S. T. Boris Choy and
Junbin Gao},
editor = {Xiaochun Yang and
Heru Suhartanto and
Guoren Wang and
Bin Wang and
Jing Jiang and
Bing Li and
Huaijie Zhu and
Ningning Cui},
title = {Graph Convolution Recurrent Denoising Diffusion Model for Multivariate
Probabilistic Temporal Forecasting},
booktitle = {Advanced Data Mining and Applications - 19th International Conference,
{ADMA} 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {14176},
pages = {661--676},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-46661-8\_44},
doi = {10.1007/978-3-031-46661-8\_44},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/LiLGCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HanMJG23,
author = {Andi Han and
Bamdev Mishra and
Pratik Jawanpuria and
Junbin Gao},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Riemannian Accelerated Gradient Methods via Extrapolation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1554--1585},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/han23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HanMJG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbs/GaoRXZ23,
author = {Junbin Gao and
Hao Ruan and
Bingrong Xu and
Zhigang Zeng},
title = {DAFormer: Depth-aware 3D Object Detection Guided by Camera Model via
Transformers},
booktitle = {{IEEE} International Conference on Cyborg and Bionic Systems, {CBS}
2023, Wuhan, China, March 24-26, 2023},
pages = {170--175},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CBS55922.2023.10115360},
doi = {10.1109/CBS55922.2023.10115360},
timestamp = {Wed, 24 May 2023 09:43:42 +0200},
biburl = {https://dblp.org/rec/conf/cbs/GaoRXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbs/RuanXGLLSZ23,
author = {Hao Ruan and
Bingrong Xu and
Junbin Gao and
Lianguang Liu and
Junting Lv and
Yin Sheng and
Zhigang Zeng},
title = {GNet: 3D Object Detection from Point Cloud with Geometry-Aware Network},
booktitle = {{IEEE} International Conference on Cyborg and Bionic Systems, {CBS}
2023, Wuhan, China, March 24-26, 2023},
pages = {190--195},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CBS55922.2023.10115327},
doi = {10.1109/CBS55922.2023.10115327},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbs/RuanXGLLSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YanGM23,
author = {Kuan Yan and
Junbin Gao and
Dmytro Matsypura},
title = {{FIW-GNN:} {A} Heterogeneous Graph-Based Learning Model for Credit
Card Fraud Detection},
booktitle = {10th {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSAA60987.2023.10302538},
doi = {10.1109/DSAA60987.2023.10302538},
timestamp = {Thu, 16 Nov 2023 09:03:43 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/YanGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gsi/HanMJG23,
author = {Andi Han and
Bamdev Mishra and
Pratik Jawanpuria and
Junbin Gao},
editor = {Frank Nielsen and
Fr{\'{e}}d{\'{e}}ric Barbaresco},
title = {Learning with Symmetric Positive Definite Matrices via Generalized
Bures-Wasserstein Geometry},
booktitle = {Geometric Science of Information - 6th International Conference, {GSI}
2023, St. Malo, France, August 30 - September 1, 2023, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14071},
pages = {405--415},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-38271-0\_40},
doi = {10.1007/978-3-031-38271-0\_40},
timestamp = {Mon, 14 Aug 2023 16:16:24 +0200},
biburl = {https://dblp.org/rec/conf/gsi/HanMJG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LinG23,
author = {Lequan Lin and
Junbin Gao},
title = {A Magnetic Framelet-Based Convolutional Neural Network for Directed
Graphs},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10097148},
doi = {10.1109/ICASSP49357.2023.10097148},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LinG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/001100GZ23,
author = {Wei Wu and
Bin Li and
Ling Chen and
Junbin Gao and
Chengqi Zhang},
title = {A Review for Weighted MinHash Algorithms (Extended abstract)},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {3785--3786},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00319},
doi = {10.1109/ICDE55515.2023.00319},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/001100GZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiG23,
author = {Xuliang Li and
Junbin Gao},
title = {Audioset classification with Graph Convolutional Attention model},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191960},
doi = {10.1109/IJCNN54540.2023.10191960},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ShiHGG23,
author = {Dai Shi and
Andi Han and
Yi Guo and
Junbin Gao},
title = {Fixed Point Laplacian Mapping: {A} Geometrically Correct Manifold
Learning Algorithm},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191488},
doi = {10.1109/IJCNN54540.2023.10191488},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ShiHGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/XiaoLVG23,
author = {Ye Xiao and
Ruikun Li and
Andrey Vasnev and
Junbin Gao},
title = {Enhanced Loss Function based on Laplacian Eigenmaps for Graph Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191340},
doi = {10.1109/IJCNN54540.2023.10191340},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/XiaoLVG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/SunHGJGSY23,
author = {Zhongfan Sun and
Yongli Hu and
Qingqing Gao and
Huajie Jiang and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
editor = {Abdulmotaleb El{-}Saddik and
Tao Mei and
Rita Cucchiara and
Marco Bertini and
Diana Patricia Tobon Vallejo and
Pradeep K. Atrey and
M. Shamim Hossain},
title = {Breaking the Barrier Between Pre-training and Fine-tuning: {A} Hybrid
Prompting Model for Knowledge-Based {VQA}},
booktitle = {Proceedings of the 31st {ACM} International Conference on Multimedia,
{MM} 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023},
pages = {4065--4073},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581783.3612516},
doi = {10.1145/3581783.3612516},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/SunHGJGSY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/TangHZGLW23,
author = {Peggy Tang and
Kun Hu and
Lei Zhang and
Junbin Gao and
Jiebo Luo and
Zhiyong Wang},
editor = {Abdulmotaleb El{-}Saddik and
Tao Mei and
Rita Cucchiara and
Marco Bertini and
Diana Patricia Tobon Vallejo and
Pradeep K. Atrey and
M. Shamim Hossain},
title = {TopicCAT: Unsupervised Topic-Guided Co-Attention Transformer for Extreme
Multimodal Summarisation},
booktitle = {Proceedings of the 31st {ACM} International Conference on Multimedia,
{MM} 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023},
pages = {6643--6652},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581783.3612004},
doi = {10.1145/3581783.3612004},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/TangHZGLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/TangGZW23,
author = {Peggy Tang and
Junbin Gao and
Lei Zhang and
Zhiyong Wang},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Yufang Hou and
Gyuwan Kim and
Young Jin Kim and
Tal Schuster and
Ameeta Agrawal},
title = {Efficient and Interpretable Compressive Text Summarisation with Unsupervised
Dual-Agent Reinforcement Learning},
booktitle = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
13, 2023},
pages = {227--238},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sustainlp-1.17},
doi = {10.18653/V1/2023.SUSTAINLP-1.17},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sustainlp/TangGZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhouJ0LGPZ23,
author = {Bingxin Zhou and
Yuanhong Jiang and
Yuguang Wang and
Jingwei Liang and
Junbin Gao and
Shirui Pan and
Xiaoqun Zhang},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Robust Graph Representation Learning for Local Corruption Recovery},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {438--448},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583399},
doi = {10.1145/3543507.3583399},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhouJ0LGPZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-00624,
author = {Lequan Lin and
Zhengkun Li and
Ruikun Li and
Xuliang Li and
Junbin Gao},
title = {Diffusion Models for Time Series Applications: {A} Survey},
journal = {CoRR},
volume = {abs/2305.00624},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.00624},
doi = {10.48550/ARXIV.2305.00624},
eprinttype = {arXiv},
eprint = {2305.00624},
timestamp = {Tue, 16 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-00624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15639,
author = {Dai Shi and
Zhiqi Shao and
Yi Guo and
Qibin Zhao and
Junbin Gao},
title = {Revisiting Generalized p-Laplacian Regularized Framelet GCNs: Convergence,
Energy Dynamic and Training with Non-Linear Diffusion},
journal = {CoRR},
volume = {abs/2305.15639},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15639},
doi = {10.48550/ARXIV.2305.15639},
eprinttype = {arXiv},
eprint = {2305.15639},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03415,
author = {Peggy Tang and
Junbin Gao and
Lei Zhang and
Zhiyong Wang},
title = {Efficient and Interpretable Compressive Text Summarisation with Unsupervised
Dual-Agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/2306.03415},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03415},
doi = {10.48550/ARXIV.2306.03415},
eprinttype = {arXiv},
eprint = {2306.03415},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03415.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13271,
author = {Hechuan Wen and
Tong Chen and
Li Kheng Chai and
Shazia W. Sadiq and
Junbin Gao and
Hongzhi Yin},
title = {Variational Counterfactual Prediction under Runtime Domain Corruption},
journal = {CoRR},
volume = {abs/2306.13271},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13271},
doi = {10.48550/ARXIV.2306.13271},
eprinttype = {arXiv},
eprint = {2306.13271},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02075,
author = {Qijie Ding and
Jie Yin and
Daokun Zhang and
Junbin Gao},
title = {Combating Confirmation Bias: {A} Unified Pseudo-Labeling Framework
for Entity Alignment},
journal = {CoRR},
volume = {abs/2307.02075},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.02075},
doi = {10.48550/ARXIV.2307.02075},
eprinttype = {arXiv},
eprint = {2307.02075},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-02075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-06631,
author = {Dai Shi and
Zhiqi Shao and
Yi Guo and
Junbin Gao},
title = {Frameless Graph Knowledge Distillation},
journal = {CoRR},
volume = {abs/2307.06631},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.06631},
doi = {10.48550/ARXIV.2307.06631},
eprinttype = {arXiv},
eprint = {2307.06631},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-06631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-09768,
author = {Dai Shi and
Yi Guo and
Zhiqi Shao and
Junbin Gao},
title = {How Curvature Enhance the Adaptation Power of Framelet GCNs},
journal = {CoRR},
volume = {abs/2307.09768},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.09768},
doi = {10.48550/ARXIV.2307.09768},
eprinttype = {arXiv},
eprint = {2307.09768},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-09768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-02769,
author = {Zhiqi Shao and
Dai Shi and
Andi Han and
Yi Guo and
Qibin Zhao and
Junbin Gao},
title = {Unifying over-smoothing and over-squashing in graph neural networks:
{A} physics informed approach and beyond},
journal = {CoRR},
volume = {abs/2309.02769},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.02769},
doi = {10.48550/ARXIV.2309.02769},
eprinttype = {arXiv},
eprint = {2309.02769},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-02769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-06645,
author = {Jiayu Zhai and
Lequan Lin and
Dai Shi and
Junbin Gao},
title = {Bregman Graph Neural Network},
journal = {CoRR},
volume = {abs/2309.06645},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.06645},
doi = {10.48550/ARXIV.2309.06645},
eprinttype = {arXiv},
eprint = {2309.06645},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-06645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10121,
author = {Andi Han and
Dai Shi and
Lequan Lin and
Junbin Gao},
title = {From Continuous Dynamics to Graph Neural Networks: Neural Diffusion
and Beyond},
journal = {CoRR},
volume = {abs/2310.10121},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10121},
doi = {10.48550/ARXIV.2310.10121},
eprinttype = {arXiv},
eprint = {2310.10121},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07073,
author = {Dai Shi and
Andi Han and
Lequan Lin and
Yi Guo and
Junbin Gao},
title = {Exposition on over-squashing problem on GNNs: Current Methods, Benchmarks
and Challenges},
journal = {CoRR},
volume = {abs/2311.07073},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07073},
doi = {10.48550/ARXIV.2311.07073},
eprinttype = {arXiv},
eprint = {2311.07073},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/SoomroZAAYG22,
author = {Toufique Ahmed Soomro and
Lihong Zheng and
Ahmed J. Afifi and
Ahmed Ali and
Ming Yin and
Junbin Gao},
title = {Artificial intelligence {(AI)} for medical imaging to combat coronavirus
disease {(COVID-19):} a detailed review with direction for future
research},
journal = {Artif. Intell. Rev.},
volume = {55},
number = {2},
pages = {1409--1439},
year = {2022},
url = {https://doi.org/10.1007/s10462-021-09985-z},
doi = {10.1007/S10462-021-09985-Z},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/SoomroZAAYG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/SahaGG22,
author = {Suman Saha and
Junbin Gao and
Richard Gerlach},
title = {A survey of the application of graph-based approaches in stock market
analysis and prediction},
journal = {Int. J. Data Sci. Anal.},
volume = {14},
number = {1},
pages = {1--15},
year = {2022},
url = {https://doi.org/10.1007/s41060-021-00306-9},
doi = {10.1007/S41060-021-00306-9},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdsa/SahaGG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/YangMWGY22,
author = {Jie Yang and
Jun Ma and
Khin Than Win and
Junbin Gao and
Zhenyu Yang},
title = {Low-rank and sparse representation based learning for cancer survivability
prediction},
journal = {Inf. Sci.},
volume = {582},
pages = {573--592},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2021.10.013},
doi = {10.1016/J.INS.2021.10.013},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/YangMWGY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LongSGHY22,
author = {Tianhang Long and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Video Domain Adaptation based on Optimal Transport in Grassmann Manifolds},
journal = {Inf. Sci.},
volume = {594},
pages = {151--162},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.01.044},
doi = {10.1016/J.INS.2022.01.044},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LongSGHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/YangJSGY22,
author = {Yachao Yang and
Fujiao Ju and
Yanfeng Sun and
Junbin Gao and
Baocai Yin},
title = {Adversarially regularized joint structured clustering network},
journal = {Inf. Sci.},
volume = {615},
pages = {136--151},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.09.066},
doi = {10.1016/J.INS.2022.09.066},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/YangJSGY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itsm/GuoHSQGY22,
author = {Kan Guo and
Yongli Hu and
Yanfeng Sun and
Zhen Sean Qian and
Junbin Gao and
Baocai Yin},
title = {An Optimized Temporal-Spatial Gated Graph Convolution Network for
Traffic Forecasting},
journal = {{IEEE} Intell. Transp. Syst. Mag.},
volume = {14},
number = {1},
pages = {153--162},
year = {2022},
url = {https://doi.org/10.1109/MITS.2019.2962138},
doi = {10.1109/MITS.2019.2962138},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/itsm/GuoHSQGY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/HuLGWSY22,
author = {Yongli Hu and
Cuicui Luo and
Junbin Gao and
Boyue Wang and
Yanfeng Sun and
Baocai Yin},
title = {Shareability-Exclusivity Representation on Product Grassmann Manifolds
for Multi-camera video clustering},
journal = {J. Vis. Commun. Image Represent.},
volume = {84},
pages = {103457},
year = {2022},
url = {https://doi.org/10.1016/j.jvcir.2022.103457},
doi = {10.1016/J.JVCIR.2022.103457},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jvcir/HuLGWSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/JieGVT22,
author = {Renlong Jie and
Junbin Gao and
Andrey Vasnev and
Minh{-}Ngoc Tran},
title = {Adaptive hierarchical hyper-gradient descent},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {13},
number = {12},
pages = {3785--3805},
year = {2022},
url = {https://doi.org/10.1007/s13042-022-01625-4},
doi = {10.1007/S13042-022-01625-4},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mlc/JieGVT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/CuiHSGY22,
author = {Zheng Cui and
Yongli Hu and
Yanfeng Sun and
Junbin Gao and
Baocai Yin},
title = {Cross-modal alignment with graph reasoning for image-text retrieval},
journal = {Multim. Tools Appl.},
volume = {81},
number = {17},
pages = {23615--23632},
year = {2022},
url = {https://doi.org/10.1007/s11042-022-12444-8},
doi = {10.1007/S11042-022-12444-8},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/CuiHSGY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhouZWLG22,
author = {Bingxin Zhou and
Xuebin Zheng and
Yu Guang Wang and
Ming Li and
Junbin Gao},
title = {Embedding graphs on Grassmann manifold},
journal = {Neural Networks},
volume = {152},
pages = {322--331},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.05.001},
doi = {10.1016/J.NEUNET.2022.05.001},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ZhouZWLG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhaoGSGWY22,
author = {Jiayi Zhao and
Jipeng Guo and
Yanfeng Sun and
Junbin Gao and
Shaofan Wang and
Baocai Yin},
title = {Adaptive graph convolutional clustering network with optimal probabilistic
graph},
journal = {Neural Networks},
volume = {156},
pages = {271--284},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.09.017},
doi = {10.1016/J.NEUNET.2022.09.017},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/ZhaoGSGWY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/HanG22,
author = {Andi Han and
Junbin Gao},
title = {Improved Variance Reduction Methods for Riemannian Non-Convex Optimization},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {11},
pages = {7610--7623},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3112139},
doi = {10.1109/TPAMI.2021.3112139},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/HanG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhuGYY22,
author = {Fa Zhu and
Junbin Gao and
Jian Yang and
Ning Ye},
title = {Neighborhood linear discriminant analysis},
journal = {Pattern Recognit.},
volume = {123},
pages = {108422},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2021.108422},
doi = {10.1016/J.PATCOG.2021.108422},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ZhuGYY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taffco/XuZWWCGF22,
author = {Jiahao Xu and
Boyan Zhang and
Zhiyong Wang and
Yang Wang and
Fang Chen and
Junbin Gao and
David Dagan Feng},
title = {Affective Audio Annotation of Public Speeches with Convolutional Clustering
Neural Network},
journal = {{IEEE} Trans. Affect. Comput.},
volume = {13},
number = {1},
pages = {238--249},
year = {2022},
url = {https://doi.org/10.1109/TAFFC.2019.2937028},
doi = {10.1109/TAFFC.2019.2937028},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taffco/XuZWWCGF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/HuSGHJY22,
author = {Xiangjie Hu and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Fujiao Ju and
Baocai Yin},
title = {Probabilistic Linear Discriminant Analysis Based on L\({}_{\mbox{1}}\)-Norm
and Its Bayesian Variational Inference},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {3},
pages = {1616--1627},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2020.2985997},
doi = {10.1109/TCYB.2020.2985997},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/HuSGHJY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/GuoMYCLG22,
author = {Ziyang Guo and
Anyou Min and
Bing Yang and
Junhong Chen and
Hong Li and
Junbin Gao},
title = {A Sparse Oblique-Manifold Nonnegative Matrix Factorization for Hyperspectral
Unmixing},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--13},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2021.3082255},
doi = {10.1109/TGRS.2021.3082255},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/GuoMYCLG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/GuoSGHY22,
author = {Jipeng Guo and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Multi-Attribute Subspace Clustering via Auto-Weighted Tensor Nuclear
Norm Minimization},
journal = {{IEEE} Trans. Image Process.},
volume = {31},
pages = {7191--7205},
year = {2022},
url = {https://doi.org/10.1109/TIP.2022.3220949},
doi = {10.1109/TIP.2022.3220949},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/GuoSGHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/GuoHQSGY22,
author = {Kan Guo and
Yongli Hu and
Zhen Sean Qian and
Yanfeng Sun and
Junbin Gao and
Baocai Yin},
title = {Dynamic Graph Convolution Network for Traffic Forecasting Based on
Latent Network of Laplace Matrix Estimation},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {2},
pages = {1009--1018},
year = {2022},
url = {https://doi.org/10.1109/TITS.2020.3019497},
doi = {10.1109/TITS.2020.3019497},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/GuoHQSGY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/SunJHDGWGY22,
author = {Yanfeng Sun and
Xiangheng Jiang and
Yongli Hu and
Fuqing Duan and
Kan Guo and
Boyue Wang and
Junbin Gao and
Baocai Yin},
title = {Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic
Prediction},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {12},
pages = {23680--23693},
year = {2022},
url = {https://doi.org/10.1109/TITS.2022.3208943},
doi = {10.1109/TITS.2022.3208943},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/SunJHDGWGY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuLCGZ22,
author = {Wei Wu and
Bin Li and
Ling Chen and
Junbin Gao and
Chengqi Zhang},
title = {A Review for Weighted MinHash Algorithms},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {6},
pages = {2553--2573},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3021067},
doi = {10.1109/TKDE.2020.3021067},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuLCGZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/0001SGHY22,
author = {Jipeng Guo and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Rank Consistency Induced Multiview Subspace Clustering via Low-Rank
Matrix Factorization},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {7},
pages = {3157--3170},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3071797},
doi = {10.1109/TNNLS.2021.3071797},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/0001SGHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/JiSGHY22,
author = {Qiang Ji and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {A Decoder-Free Variational Deep Embedding for Unsupervised Clustering},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {10},
pages = {5681--5693},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3071275},
doi = {10.1109/TNNLS.2021.3071275},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/JiSGHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiangG22,
author = {Huidong Liang and
Junbin Gao},
title = {How Neural Processes Improve Graph Link Prediction},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {3543--3547},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746010},
doi = {10.1109/ICASSP43922.2022.9746010},
timestamp = {Tue, 07 Jun 2022 17:34:47 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiangG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BaiCZLZG22,
author = {Mingyuan Bai and
Jie Chen and
Qibin Zhao and
Chao Li and
Junping Zhang and
Junbin Gao},
title = {Tensor Neural Controlled Differential Equations},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892933},
doi = {10.1109/IJCNN55064.2022.9892933},
timestamp = {Sun, 23 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BaiCZLZG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HuDLGSY22,
author = {Yongli Hu and
Wen Ding and
Tengfei Liu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Hierarchical Multiple Granularity Attention Network for Long Document
Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892046},
doi = {10.1109/IJCNN55064.2022.9892046},
timestamp = {Mon, 10 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HuDLGSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhaoSGGY22,
author = {Jiayi Zhao and
Yanfeng Sun and
Jipeng Guo and
Junbin Gao and
Baocai Yin},
title = {Robust Graph Convolutional Clustering With Adaptive Graph Learning},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892395},
doi = {10.1109/IJCNN55064.2022.9892395},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhaoSGGY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/TangHYZG022,
author = {Peggy Tang and
Kun Hu and
Rui Yan and
Lei Zhang and
Junbin Gao and
Zhiyong Wang},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {OTExtSum: Extractive Text Summarisation with Optimal Transport},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1128--1141},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-naacl.85},
doi = {10.18653/V1/2022.FINDINGS-NAACL.85},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/TangHYZG022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/ZhangHG22,
author = {Siying Zhang and
Andi Han and
Junbin Gao},
editor = {Hisao Ishibuchi and
Chee{-}Keong Kwoh and
Ah{-}Hwee Tan and
Dipti Srinivasan and
Chunyan Miao and
Anupam Trivedi and
Keeley A. Crockett},
title = {Robust Denoising in Graph Neural Networks},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2022,
Singapore, December 4-7, 2022},
pages = {1088--1095},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SSCI51031.2022.10022288},
doi = {10.1109/SSCI51031.2022.10022288},
timestamp = {Wed, 08 Feb 2023 22:09:16 +0100},
biburl = {https://dblp.org/rec/conf/ssci/ZhangHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/XiaoG22,
author = {Ye Xiao and
Junbin Gao},
editor = {Hisao Ishibuchi and
Chee{-}Keong Kwoh and
Ah{-}Hwee Tan and
Dipti Srinivasan and
Chunyan Miao and
Anupam Trivedi and
Keeley A. Crockett},
title = {Kernel Matrix-based Spd Representation For Graph Learning},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2022,
Singapore, December 4-7, 2022},
pages = {1291--1297},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SSCI51031.2022.10022171},
doi = {10.1109/SSCI51031.2022.10022171},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/XiaoG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhangCZXG22,
author = {Chengkun Zhang and
Hongxu Chen and
Sixiao Zhang and
Guandong Xu and
Junbin Gao},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Geometric Inductive Matrix Completion: {A} Hyperbolic Approach with
Unified Message Passing},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {1337--1346},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498402},
doi = {10.1145/3488560.3498402},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/ZhangCZXG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-04728,
author = {Mengxi Yang and
Xuebin Zheng and
Jie Yin and
Junbin Gao},
title = {Quasi-Framelets: Another Improvement to GraphNeural Networks},
journal = {CoRR},
volume = {abs/2201.04728},
year = {2022},
url = {https://arxiv.org/abs/2201.04728},
eprinttype = {arXiv},
eprint = {2201.04728},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-04728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04936,
author = {Bingxin Zhou and
Yuanhong Jiang and
Yu Guang Wang and
Jingwei Liang and
Junbin Gao and
Shirui Pan and
Xiaoqun Zhang},
title = {Graph Neural Network for Local Corruption Recovery},
journal = {CoRR},
volume = {abs/2202.04936},
year = {2022},
url = {https://arxiv.org/abs/2202.04936},
eprinttype = {arXiv},
eprint = {2202.04936},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10086,
author = {Peggy Tang and
Kun Hu and
Rui Yan and
Lei Zhang and
Junbin Gao and
Zhiyong Wang},
title = {OTExtSum: Extractive Text Summarisation with Optimal Transport},
journal = {CoRR},
volume = {abs/2204.10086},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10086},
doi = {10.48550/ARXIV.2204.10086},
eprinttype = {arXiv},
eprint = {2204.10086},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11418,
author = {Andi Han and
Bamdev Mishra and
Pratik Jawanpuria and
Pawan Kumar and
Junbin Gao},
title = {Riemannian Hamiltonian methods for min-max optimization on manifolds},
journal = {CoRR},
volume = {abs/2204.11418},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11418},
doi = {10.48550/ARXIV.2204.11418},
eprinttype = {arXiv},
eprint = {2204.11418},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09335,
author = {Chunya Zou and
Andi Han and
Lequan Lin and
Junbin Gao},
title = {A Simple Yet Effective {SVD-GCN} for Directed Graphs},
journal = {CoRR},
volume = {abs/2205.09335},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09335},
doi = {10.48550/ARXIV.2205.09335},
eprinttype = {arXiv},
eprint = {2205.09335},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09494,
author = {Andi Han and
Bamdev Mishra and
Pratik Jawanpuria and
Junbin Gao},
title = {Differentially private Riemannian optimization},
journal = {CoRR},
volume = {abs/2205.09494},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09494},
doi = {10.48550/ARXIV.2205.09494},
eprinttype = {arXiv},
eprint = {2205.09494},
timestamp = {Tue, 24 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15068,
author = {Bingxin Zhou and
Xuebin Zheng and
Yu Guang Wang and
Ming Li and
Junbin Gao},
title = {Embedding Graphs on Grassmann Manifold},
journal = {CoRR},
volume = {abs/2205.15068},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15068},
doi = {10.48550/ARXIV.2205.15068},
eprinttype = {arXiv},
eprint = {2205.15068},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15127,
author = {Jie Chen and
Weiqi Liu and
Zhizhong Huang and
Junbin Gao and
Junping Zhang and
Jian Pu},
title = {Universal Deep GNNs: Rethinking Residual Connection in GNNs from a
Path Decomposition Perspective for Preventing the Over-smoothing},
journal = {CoRR},
volume = {abs/2205.15127},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15127},
doi = {10.48550/ARXIV.2205.15127},
eprinttype = {arXiv},
eprint = {2205.15127},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06619,
author = {Andi Han and
Bamdev Mishra and
Pratik Jawanpuria and
Junbin Gao},
title = {Riemannian accelerated gradient methods via extrapolation},
journal = {CoRR},
volume = {abs/2208.06619},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.06619},
doi = {10.48550/ARXIV.2208.06619},
eprinttype = {arXiv},
eprint = {2208.06619},
timestamp = {Wed, 17 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-06619.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04124,
author = {Andi Han and
Dai Shi and
Zhiqi Shao and
Junbin Gao},
title = {Generalized energy and gradient flow via graph framelets},
journal = {CoRR},
volume = {abs/2210.04124},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04124},
doi = {10.48550/ARXIV.2210.04124},
eprinttype = {arXiv},
eprint = {2210.04124},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09609,
author = {Jie Chen and
Shouzhen Chen and
Mingyuan Bai and
Junbin Gao and
Junping Zhang and
Jian Pu},
title = {{SA-MLP:} Distilling Graph Knowledge from GNNs into Structure-Aware
{MLP}},
journal = {CoRR},
volume = {abs/2210.09609},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09609},
doi = {10.48550/ARXIV.2210.09609},
eprinttype = {arXiv},
eprint = {2210.09609},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10993,
author = {Lequan Lin and
Junbin Gao},
title = {A Magnetic Framelet-Based Convolutional Neural Network for Directed
Graphs},
journal = {CoRR},
volume = {abs/2210.10993},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.10993},
doi = {10.48550/ARXIV.2210.10993},
eprinttype = {arXiv},
eprint = {2210.10993},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-10993.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15092,
author = {Zhiqi Shao and
Andi Han and
Dai Shi and
Andrey Vasnev and
Junbin Gao},
title = {Generalized Laplacian Regularized Framelet GCNs},
journal = {CoRR},
volume = {abs/2210.15092},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15092},
doi = {10.48550/ARXIV.2210.15092},
eprinttype = {arXiv},
eprint = {2210.15092},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-03710,
author = {Huidong Liang and
Xingjian Du and
Bilei Zhu and
Zejun Ma and
Ke Chen and
Junbin Gao},
title = {Graph Contrastive Learning with Implicit Augmentations},
journal = {CoRR},
volume = {abs/2211.03710},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.03710},
doi = {10.48550/ARXIV.2211.03710},
eprinttype = {arXiv},
eprint = {2211.03710},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-03710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/JieG21,
author = {Renlong Jie and
Junbin Gao},
title = {Differentiable Neural Architecture Search for High-Dimensional Time
Series Forecasting},
journal = {{IEEE} Access},
volume = {9},
pages = {20922--20932},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3055555},
doi = {10.1109/ACCESS.2021.3055555},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/JieG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SahaGG21,
author = {Suman Saha and
Junbin Gao and
Richard Gerlach},
title = {Stock Ranking Prediction Using List-Wise Approach and Node Embedding
Technique},
journal = {{IEEE} Access},
volume = {9},
pages = {88981--88996},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3090834},
doi = {10.1109/ACCESS.2021.3090834},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/SahaGG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/HongG21,
author = {Xia Hong and
Junbin Gao},
title = {Estimating the square root of probability density function on Riemannian
manifold},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {38},
number = {7},
year = {2021},
url = {https://doi.org/10.1111/exsy.12266},
doi = {10.1111/EXSY.12266},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/es/HongG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-cvi/HuLWGSY21,
author = {Yongli Hu and
Cuicui Luo and
Boyue Wang and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Complete/incomplete multi-view subspace clustering via soft block-diagonal-induced
regulariser},
journal = {{IET} Comput. Vis.},
volume = {15},
number = {8},
pages = {618--632},
year = {2021},
url = {https://doi.org/10.1049/cvi2.12077},
doi = {10.1049/CVI2.12077},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-cvi/HuLWGSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangJGWHLF21,
author = {Mingli Wang and
Xinwei Jiang and
Junbin Gao and
Tianjiang Wang and
Chunlong Hu and
Fang Liu and
Qi Feng},
title = {Minimum unbiased risk estimate based 2DPCA for color image denoising},
journal = {Neurocomputing},
volume = {440},
pages = {127--144},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2020.12.117},
doi = {10.1016/J.NEUCOM.2020.12.117},
timestamp = {Thu, 31 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WangJGWHLF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/JuSGHY21,
author = {Fujiao Ju and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Kronecker-decomposable robust probabilistic tensor discriminant analysis},
journal = {Inf. Sci.},
volume = {561},
pages = {196--210},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.01.054},
doi = {10.1016/J.INS.2021.01.054},
timestamp = {Wed, 05 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/JuSGHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/ZhouGTG21,
author = {Bingxin Zhou and
Junbin Gao and
Minh{-}Ngoc Tran and
Richard Gerlach},
title = {Manifold Optimization-Assisted Gaussian Variational Approximation},
journal = {J. Comput. Graph. Stat.},
volume = {30},
number = {4},
pages = {946--957},
year = {2021},
url = {https://doi.org/10.1080/10618600.2021.1923516},
doi = {10.1080/10618600.2021.1923516},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/ZhouGTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShiGHCW21,
author = {Dai Shi and
Junbin Gao and
Xia Hong and
S. T. Boris Choy and
Zhiyong Wang},
title = {Coupling matrix manifolds assisted optimization for optimal transport
problems},
journal = {Mach. Learn.},
volume = {110},
number = {3},
pages = {533--558},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05931-2},
doi = {10.1007/S10994-020-05931-2},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShiGHCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/XuBLG21,
author = {Di Xu and
Mingyuan Bai and
Tianhang Long and
Junbin Gao},
title = {LSTM-assisted evolutionary self-expressive subspace clustering},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {12},
number = {10},
pages = {2777--2793},
year = {2021},
url = {https://doi.org/10.1007/s13042-021-01363-z},
doi = {10.1007/S13042-021-01363-Z},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/XuBLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/TianLLBGY21,
author = {Shengjing Tian and
Xiuping Liu and
Meng Liu and
Yuhao Bian and
Junbin Gao and
Baocai Yin},
title = {Learning the Incremental Warp for 3D Vehicle Tracking in LiDAR Point
Clouds},
journal = {Remote. Sens.},
volume = {13},
number = {14},
pages = {2770},
year = {2021},
url = {https://doi.org/10.3390/rs13142770},
doi = {10.3390/RS13142770},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/TianLLBGY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/GuoTG21,
author = {Yi Guo and
Stephen Tierney and
Junbin Gao},
title = {Efficient sparse subspace clustering by nearest neighbour filtering},
journal = {Signal Process.},
volume = {185},
pages = {108082},
year = {2021},
url = {https://doi.org/10.1016/j.sigpro.2021.108082},
doi = {10.1016/J.SIGPRO.2021.108082},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigpro/GuoTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/HuSWGSY21,
author = {Yongli Hu and
Zuolong Song and
Boyue Wang and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {AKM\({}^{\mbox{3}}\)C: Adaptive K-Multiple-Means for Multi-View Clustering},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {31},
number = {11},
pages = {4214--4226},
year = {2021},
url = {https://doi.org/10.1109/TCSVT.2020.3049005},
doi = {10.1109/TCSVT.2020.3049005},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcsv/HuSWGSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/GuoHQLZSGY21,
author = {Kan Guo and
Yongli Hu and
Sean Qian and
Hao Liu and
Ke Zhang and
Yanfeng Sun and
Junbin Gao and
Baocai Yin},
title = {Optimized Graph Convolution Recurrent Neural Network for Traffic Prediction},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {22},
number = {2},
pages = {1138--1149},
year = {2021},
url = {https://doi.org/10.1109/TITS.2019.2963722},
doi = {10.1109/TITS.2019.2963722},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/GuoHQLZSGY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YinSGHWY21,
author = {Shuai Yin and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Boyue Wang and
Baocai Yin},
title = {Robust Image Representation via Low Rank Locality Preserving Projection},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {4},
pages = {64:1--64:22},
year = {2021},
url = {https://doi.org/10.1145/3434768},
doi = {10.1145/3434768},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/YinSGHWY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ZhangWGRNTFM21,
author = {Boyan Zhang and
Zhiyong Wang and
Junbin Gao and
Chantal Rutjes and
Kaitlin Nufer and
Dacheng Tao and
David Dagan Feng and
Scott W. Menzies},
title = {Short-Term Lesion Change Detection for Melanoma Screening With Novel
Siamese Neural Network},
journal = {{IEEE} Trans. Medical Imaging},
volume = {40},
number = {3},
pages = {840--851},
year = {2021},
url = {https://doi.org/10.1109/TMI.2020.3037761},
doi = {10.1109/TMI.2020.3037761},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/ZhangWGRNTFM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/WangHGSJY21,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Fujiao Ju and
Baocai Yin},
title = {Learning Adaptive Neighborhood Graph on Grassmann Manifolds for Video/Image-Set
Subspace Clustering},
journal = {{IEEE} Trans. Multim.},
volume = {23},
pages = {216--227},
year = {2021},
url = {https://doi.org/10.1109/TMM.2020.2975394},
doi = {10.1109/TMM.2020.2975394},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/WangHGSJY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WuWGWZT21,
author = {Lin Wu and
Yang Wang and
Junbin Gao and
Meng Wang and
Zheng{-}Jun Zha and
Dacheng Tao},
title = {Deep Coattention-Based Comparator for Relative Representation Learning
in Person Re-Identification},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {2},
pages = {722--735},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2020.2979190},
doi = {10.1109/TNNLS.2020.2979190},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WuWGWZT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GuoTG21,
author = {Yi Guo and
Stephen Tierney and
Junbin Gao},
title = {Robust Functional Manifold Clustering},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {2},
pages = {777--787},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2020.2979444},
doi = {10.1109/TNNLS.2020.2979444},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/GuoTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangHGSJY21,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Fujiao Ju and
Baocai Yin},
title = {Adaptive Fusion of Heterogeneous Manifolds for Subspace Clustering},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {8},
pages = {3484--3497},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2020.3011717},
doi = {10.1109/TNNLS.2020.3011717},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WangHGSJY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GuoHSQGY21,
author = {Kan Guo and
Yongli Hu and
Yanfeng Sun and
Sean Qian and
Junbin Gao and
Baocai Yin},
title = {Hierarchical Graph Convolution Network for Traffic Forecasting},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {151--159},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i1.16088},
doi = {10.1609/AAAI.V35I1.16088},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GuoHSQGY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/KomatsuMG21,
author = {Tatsuya Komatsu and
Tomoko Matsui and
Junbin Gao},
title = {Multi-Source Domain Adaptation with Sinkhorn Barycenter},
booktitle = {29th European Signal Processing Conference, {EUSIPCO} 2021, Dublin,
Ireland, August 23-27, 2021},
pages = {1371--1375},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/EUSIPCO54536.2021.9615974},
doi = {10.23919/EUSIPCO54536.2021.9615974},
timestamp = {Thu, 09 Dec 2021 12:26:50 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/KomatsuMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/0009H0HCG21,
author = {Jie Yang and
Gang Huang and
Jun Ma and
Sarah K. Howard and
Matthew Ciao and
Junbin Gao},
title = {Fuzzy contrastive learning for online behavior analysis},
booktitle = {30th {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2021, Luxembourg, July 11-14, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/FUZZ45933.2021.9494588},
doi = {10.1109/FUZZ45933.2021.9494588},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/0009H0HCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HuGSGY21,
author = {Yongli Hu and
Feili Gao and
Yanfeng Sun and
Junbin Gao and
Baocai Yin},
editor = {Igor Farkas and
Paolo Masulli and
Sebastian Otte and
Stefan Wermter},
title = {Feature Interaction Based Graph Convolutional Networks for Image-Text
Retrieval},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2021 - 30th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 14-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12893},
pages = {217--229},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86365-4\_18},
doi = {10.1007/978-3-030-86365-4\_18},
timestamp = {Tue, 14 Sep 2021 19:09:25 +0200},
biburl = {https://dblp.org/rec/conf/icann/HuGSGY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhengZG0L0M21,
author = {Xuebin Zheng and
Bingxin Zhou and
Junbin Gao and
Yuguang Wang and
Pietro Li{\'{o}} and
Ming Li and
Guido Mont{\'{u}}far},
editor = {Marina Meila and
Tong Zhang},
title = {How Framelets Enhance Graph Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12761--12771},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zheng21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhengZG0L0M21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/CuiHSGY21,
author = {Zheng Cui and
Yongli Hu and
Yanfeng Sun and
Junbin Gao and
Baocai Yin},
editor = {Teddy Mantoro and
Minho Lee and
Media Anugerah Ayu and
Kok Wai Wong and
Achmad Nizar Hidayanto},
title = {Bottom-Up Progressive Semantic Alignment for Image-Text Retrieval},
booktitle = {Neural Information Processing - 28th International Conference, {ICONIP}
2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part
{VI}},
series = {Communications in Computer and Information Science},
volume = {1517},
pages = {417--424},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-92310-5\_48},
doi = {10.1007/978-3-030-92310-5\_48},
timestamp = {Fri, 17 Jun 2022 11:58:27 +0200},
biburl = {https://dblp.org/rec/conf/iconip/CuiHSGY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HanG21,
author = {Andi Han and
Junbin Gao},
editor = {Zhi{-}Hua Zhou},
title = {Riemannian Stochastic Recursive Momentum Method for non-Convex Optimization},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {2505--2511},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/345},
doi = {10.24963/IJCAI.2021/345},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HanG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BaiZG21,
author = {Mingyuan Bai and
Qibin Zhao and
Junbin Gao},
title = {Tensorial Time Series Prediction via Tensor Neural Ordinary Differential
Equations},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533771},
doi = {10.1109/IJCNN52387.2021.9533771},
timestamp = {Wed, 29 Sep 2021 17:00:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BaiZG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HuCLGSY21,
author = {Yongli Hu and
Puman Chen and
Tengfei Liu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Hierarchical Attention Transformer Networks for Long Document Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533869},
doi = {10.1109/IJCNN52387.2021.9533869},
timestamp = {Wed, 29 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HuCLGSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SahaGG21,
author = {Suman Saha and
Junbin Gao and
Richard Gerlach},
title = {Stock Movement Prediction on Ex-Dividend Day Using Event Specific
Features and Machine Learning Techniques},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--10},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533799},
doi = {10.1109/IJCNN52387.2021.9533799},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SahaGG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HanMJG21,
author = {Andi Han and
Bamdev Mishra and
Pratik Kumar Jawanpuria and
Junbin Gao},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {On Riemannian Optimization over Positive Definite Matrices with the
Bures-Wasserstein Geometry},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {8940--8953},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/4b04b0dcd2ade339a3d7ce13252a29d4-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HanMJG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06883,
author = {Guangyu Huo and
Yong Zhang and
Junbin Gao and
Boyue Wang and
Yongli Hu and
Baocai Yin},
title = {CaEGCN: Cross-Attention Fusion based Enhanced Graph Convolutional
Network for Clustering},
journal = {CoRR},
volume = {abs/2101.06883},
year = {2021},
url = {https://arxiv.org/abs/2101.06883},
eprinttype = {arXiv},
eprint = {2101.06883},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06986,
author = {Xuebin Zheng and
Bingxin Zhou and
Junbin Gao and
Yu Guang Wang and
Pietro Li{\`{o}} and
Ming Li and
Guido Mont{\'{u}}far},
title = {How Framelets Enhance Graph Neural Networks},
journal = {CoRR},
volume = {abs/2102.06986},
year = {2021},
url = {https://arxiv.org/abs/2102.06986},
eprinttype = {arXiv},
eprint = {2102.06986},
timestamp = {Sun, 21 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-13718,
author = {Jie Chen and
Shouzhen Chen and
Mingyuan Bai and
Jian Pu and
Junping Zhang and
Junbin Gao},
title = {Graph Decoupling Attention Markov Networks for Semi-supervised Graph
Node Classification},
journal = {CoRR},
volume = {abs/2104.13718},
year = {2021},
url = {https://arxiv.org/abs/2104.13718},
eprinttype = {arXiv},
eprint = {2104.13718},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-13718.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00286,
author = {Andi Han and
Bamdev Mishra and
Pratik Jawanpuria and
Junbin Gao},
title = {On Riemannian Optimization over Positive Definite Matrices with the
Bures-Wasserstein Geometry},
journal = {CoRR},
volume = {abs/2106.00286},
year = {2021},
url = {https://arxiv.org/abs/2106.00286},
eprinttype = {arXiv},
eprint = {2106.00286},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00286.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01608,
author = {Dai Shi and
Andi Han and
Yi Guo and
Junbin Gao},
title = {A Discussion On the Validity of Manifold Learning},
journal = {CoRR},
volume = {abs/2106.01608},
year = {2021},
url = {https://arxiv.org/abs/2106.01608},
eprinttype = {arXiv},
eprint = {2106.01608},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07211,
author = {Renlong Jie and
Junbin Gao},
title = {Differentiable Neural Architecture Search with Morphism-based Transformable
Backbone Architectures},
journal = {CoRR},
volume = {abs/2106.07211},
year = {2021},
url = {https://arxiv.org/abs/2106.07211},
eprinttype = {arXiv},
eprint = {2106.07211},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07211.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-10484,
author = {Mingyuan Bai and
S. T. Boris Choy and
Junping Zhang and
Junbin Gao},
title = {Neural Ordinary Differential Equation Model for Evolutionary Subspace
Clustering and Its Applications},
journal = {CoRR},
volume = {abs/2107.10484},
year = {2021},
url = {https://arxiv.org/abs/2107.10484},
eprinttype = {arXiv},
eprint = {2107.10484},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-10484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14894,
author = {Huidong Liang and
Junbin Gao},
title = {How Neural Processes Improve Graph Link Prediction},
journal = {CoRR},
volume = {abs/2109.14894},
year = {2021},
url = {https://arxiv.org/abs/2109.14894},
eprinttype = {arXiv},
eprint = {2109.14894},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03264,
author = {Bingxin Zhou and
Ruikun Li and
Xuebin Zheng and
Yu Guang Wang and
Junbin Gao},
title = {Graph Denoising with Framelet Regularizer},
journal = {CoRR},
volume = {abs/2111.03264},
year = {2021},
url = {https://arxiv.org/abs/2111.03264},
eprinttype = {arXiv},
eprint = {2111.03264},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03264.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-04981,
author = {Huidong Liang and
Junbin Gao},
title = {Wasserstein Adversarially Regularized Graph Autoencoder},
journal = {CoRR},
volume = {abs/2111.04981},
year = {2021},
url = {https://arxiv.org/abs/2111.04981},
eprinttype = {arXiv},
eprint = {2111.04981},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-04981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/JieGVT20,
author = {Renlong Jie and
Junbin Gao and
Andrey Vasnev and
Minh{-}Ngoc Tran},
title = {HyperTube: {A} Framework for Population-Based Online Hyperparameter
Optimization with Resource Constraints},
journal = {{IEEE} Access},
volume = {8},
pages = {69038--69057},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2986456},
doi = {10.1109/ACCESS.2020.2986456},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/JieGVT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HuGCJS20,
author = {Chunlong Hu and
Junbin Gao and
Jianjun Chen and
Dengbiao Jiang and
Yucheng Shu},
title = {Fine-Grained Age Estimation With Multi-Attention Network},
journal = {{IEEE} Access},
volume = {8},
pages = {196013--196023},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3034801},
doi = {10.1109/ACCESS.2020.3034801},
timestamp = {Thu, 31 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/HuGCJS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfi/HongGC20,
author = {Xia Hong and
Junbin Gao and
Sheng Chen},
title = {Semi-blind joint channel estimation and data detection on sphere manifold
for {MIMO} with high-order {QAM} signaling},
journal = {J. Frankl. Inst.},
volume = {357},
number = {9},
pages = {5680--5697},
year = {2020},
url = {https://doi.org/10.1016/j.jfranklin.2020.04.009},
doi = {10.1016/J.JFRANKLIN.2020.04.009},
timestamp = {Wed, 15 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jfi/HongGC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/LiYGKWWY20,
author = {Jinghua Li and
Huixia Yan and
Junbin Gao and
Dehui Kong and
Lichun Wang and
Shaofan Wang and
Baocai Yin},
title = {Matrix-variate variational auto-encoder with applications to image
process},
journal = {J. Vis. Commun. Image Represent.},
volume = {67},
pages = {102750},
year = {2020},
url = {https://doi.org/10.1016/j.jvcir.2019.102750},
doi = {10.1016/J.JVCIR.2019.102750},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jvcir/LiYGKWWY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/LongSGHY20,
author = {Tianhang Long and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Locality preserving projection based on Euler representation},
journal = {J. Vis. Commun. Image Represent.},
volume = {70},
pages = {102796},
year = {2020},
url = {https://doi.org/10.1016/j.jvcir.2020.102796},
doi = {10.1016/J.JVCIR.2020.102796},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jvcir/LongSGHY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/GuoSGHY20,
author = {Jipeng Guo and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Robust Adaptive Linear Discriminant Analysis with Bidirectional Reconstruction
Constraint},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {14},
number = {6},
pages = {75:1--75:20},
year = {2020},
url = {https://doi.org/10.1145/3409478},
doi = {10.1145/3409478},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/GuoSGHY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YinHG20,
author = {Ming Yin and
Weitian Huang and
Junbin Gao},
title = {Shared Generative Latent Representation Learning for Multi-View Clustering},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {6688--6695},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6146},
doi = {10.1609/AAAI.V34I04.6146},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YinHG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/PiaoHGSYY20,
author = {Xinglin Piao and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Xin Yang and
Baocai Yin},
editor = {Hiroshi Ishikawa and
Cheng{-}Lin Liu and
Tom{\'{a}}s Pajdla and
Jianbo Shi},
title = {Reweighted Non-convex Non-smooth Rank Minimization Based Spectral
Clustering on Grassmann Manifold},
booktitle = {Computer Vision - {ACCV} 2020 - 15th Asian Conference on Computer
Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected
Papers, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12626},
pages = {562--577},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-69541-5\_34},
doi = {10.1007/978-3-030-69541-5\_34},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/accv/PiaoHGSYY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/PiaoHGSYY0L20,
author = {Xinglin Piao and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Xin Yang and
Baocai Yin and
Wenwu Zhu and
Ge Li},
title = {Kernel Clustering On Symmetric Positive Definite Manifolds Via Double
Approximated Low Rank Representation},
booktitle = {{IEEE} International Conference on Multimedia and Expo, {ICME} 2020,
London, UK, July 6-10, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICME46284.2020.9102821},
doi = {10.1109/ICME46284.2020.9102821},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/PiaoHGSYY0L20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/0001SGHY20,
author = {Jipeng Guo and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Low Rank Representation on Product Grassmann Manifolds for Multi-view
Subspace Clustering},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {907--914},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412242},
doi = {10.1109/ICPR48806.2021.9412242},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/0001SGHY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/JieGVT20,
author = {Renlong Jie and
Junbin Gao and
Andrey Vasnev and
Minh{-}Ngoc Tran},
title = {Regularized Flexible Activation Function Combination for Deep Neural
Networks},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {2001--2008},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412370},
doi = {10.1109/ICPR48806.2021.9412370},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/JieGVT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LiuHGSY20,
author = {Tengfei Liu and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Zero-Shot Text Classification with Semantically Extended Graph Convolutional
Network},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {8352--8359},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9411914},
doi = {10.1109/ICPR48806.2021.9411914},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/LiuHGSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/PiaoHGSYY20,
author = {Xinglin Piao and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Xin Yang and
Baocai Yin},
title = {A Spectral Clustering on Grassmann Manifold via Double Low Rank Constraint},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {9392--9398},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412987},
doi = {10.1109/ICPR48806.2021.9412987},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/PiaoHGSYY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangG20,
author = {Chengkun Zhang and
Junbin Gao},
editor = {Christian Bessiere},
title = {Hype-HAN: Hyperbolic Hierarchical Attention Network for Semantic Embedding},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {3990--3996},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/552},
doi = {10.24963/IJCAI.2020/552},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/0001WG20,
author = {Xia Hong and
Hong Wei and
Junbin Gao},
title = {Nonlinear Logistic Regression Model Based On Simplex Basis Function},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207064},
doi = {10.1109/IJCNN48605.2020.9207064},
timestamp = {Tue, 06 Oct 2020 15:44:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/0001WG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhangGL20,
author = {Chengkun Zhang and
Junbin Gao and
Steven Lu},
title = {Cluster Developing 1-Bit Matrix Completion},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207072},
doi = {10.1109/IJCNN48605.2020.9207072},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhangGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhouZG20,
author = {Bingxin Zhou and
Xuebin Zheng and
Junbin Gao},
title = {On the Trend-corrected Variant of Adaptive Stochastic Optimization
Methods},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207166},
doi = {10.1109/IJCNN48605.2020.9207166},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhouZG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06130,
author = {Bingxin Zhou and
Xuebin Zheng and
Junbin Gao},
title = {{ADAMT:} {A} Stochastic Optimization with Trend Correction Scheme},
journal = {CoRR},
volume = {abs/2001.06130},
year = {2020},
url = {https://arxiv.org/abs/2001.06130},
eprinttype = {arXiv},
eprint = {2001.06130},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08374,
author = {Zhengkun Li and
Minh{-}Ngoc Tran and
Chao Wang and
Richard Gerlach and
Junbin Gao},
title = {A Bayesian Long Short-Term Memory Model for Value at Risk and Expected
Shortfall Joint Forecasting},
journal = {CoRR},
volume = {abs/2001.08374},
year = {2020},
url = {https://arxiv.org/abs/2001.08374},
eprinttype = {arXiv},
eprint = {2001.08374},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-08483,
author = {Yang Li and
Gang Liu and
Mingyuan Bai and
Junbin Gao and
Lixin Ye and
Zi Ming},
title = {{CSD:} Discriminance with Conic Section for Improving Reverse k Nearest
Neighbors Queries},
journal = {CoRR},
volume = {abs/2005.08483},
year = {2020},
url = {https://arxiv.org/abs/2005.08483},
eprinttype = {arXiv},
eprint = {2005.08483},
timestamp = {Thu, 17 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-08483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01494,
author = {Andi Han and
Junbin Gao},
title = {Variance reduction for Riemannian non-convex optimization with batch
size adaptation},
journal = {CoRR},
volume = {abs/2007.01494},
year = {2020},
url = {https://arxiv.org/abs/2007.01494},
eprinttype = {arXiv},
eprint = {2007.01494},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-11202,
author = {Xuebin Zheng and
Bingxin Zhou and
Ming Li and
Yu Guang Wang and
Junbin Gao},
title = {Graph Neural Networks with Haar Transform-Based Convolution and Pooling:
{A} Complete Guide},
journal = {CoRR},
volume = {abs/2007.11202},
year = {2020},
url = {https://arxiv.org/abs/2007.11202},
eprinttype = {arXiv},
eprint = {2007.11202},
timestamp = {Sun, 21 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-11202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-13101,
author = {Renlong Jie and
Junbin Gao and
Andrey Vasnev and
Minh{-}Ngoc Tran},
title = {Regularized Flexible Activation Function Combinations for Deep Neural
Networks},
journal = {CoRR},
volume = {abs/2007.13101},
year = {2020},
url = {https://arxiv.org/abs/2007.13101},
eprinttype = {arXiv},
eprint = {2007.13101},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-13101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-04555,
author = {Andi Han and
Junbin Gao},
title = {Riemannian stochastic recursive momentum method for non-convex optimization},
journal = {CoRR},
volume = {abs/2008.04555},
year = {2020},
url = {https://arxiv.org/abs/2008.04555},
eprinttype = {arXiv},
eprint = {2008.04555},
timestamp = {Mon, 17 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-04555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07277,
author = {Renlong Jie and
Junbin Gao and
Andrey Vasnev and
Minh{-}Ngoc Tran},
title = {Adaptive Multi-level Hyper-gradient Descent},
journal = {CoRR},
volume = {abs/2008.07277},
year = {2020},
url = {https://arxiv.org/abs/2008.07277},
eprinttype = {arXiv},
eprint = {2008.07277},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-07277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12191,
author = {Andi Han and
Junbin Gao},
title = {Escape saddle points faster on manifolds via perturbed Riemannian
stochastic recursive gradient},
journal = {CoRR},
volume = {abs/2010.12191},
year = {2020},
url = {https://arxiv.org/abs/2010.12191},
eprinttype = {arXiv},
eprint = {2010.12191},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SoomroAZSGHP19,
author = {Toufique Ahmed Soomro and
Ahmed J. Afifi and
Lihong Zheng and
Shafiullah Soomro and
Junbin Gao and
Olaf Hellwich and
Manoranjan Paul},
title = {Deep Learning Models for Retinal Blood Vessels Segmentation: {A} Review},
journal = {{IEEE} Access},
volume = {7},
pages = {71696--71717},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2920616},
doi = {10.1109/ACCESS.2019.2920616},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/SoomroAZSGHP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/JiSGHY19,
author = {Qiang Ji and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Nonlinear Subspace Clustering via Adaptive Graph Regularized Autoencoder},
journal = {{IEEE} Access},
volume = {7},
pages = {74122--74133},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2920592},
doi = {10.1109/ACCESS.2019.2920592},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/JiSGHY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SoomroASSBZYG19,
author = {Toufique Ahmed Soomro and
Ahmed J. Afifi and
Ahmed Ali and
Shafiullah Soomro and
Gulsher Baloch and
Lihong Zheng and
Ming Yin and
Junbin Gao},
title = {Impact of Image Enhancement Technique on {CNN} Model for Retinal Blood
Vessels Segmentation},
journal = {{IEEE} Access},
volume = {7},
pages = {158183--158197},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2950228},
doi = {10.1109/ACCESS.2019.2950228},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/SoomroASSBZYG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SoomroAGHZP19,
author = {Toufique Ahmed Soomro and
Ahmed J. Afifi and
Junbin Gao and
Olaf Hellwich and
Lihong Zheng and
Manoranjan Paul},
title = {Strided fully convolutional neural network for boosting the sensitivity
of retinal blood vessels segmentation},
journal = {Expert Syst. Appl.},
volume = {134},
pages = {36--52},
year = {2019},
url = {https://doi.org/10.1016/j.eswa.2019.05.029},
doi = {10.1016/J.ESWA.2019.05.029},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/SoomroAGHZP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangHXGAT19,
author = {Peitao Wang and
Zhaoshui He and
Kan Xie and
Junbin Gao and
Michael Antolovich and
Beihai Tan},
title = {A hybrid algorithm for low-rank approximation of nonnegative matrix
factorization},
journal = {Neurocomputing},
volume = {364},
pages = {129--137},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.07.059},
doi = {10.1016/J.NEUCOM.2019.07.059},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/WangHXGAT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmui/LiHGKW19,
author = {Jinghua Li and
Huarui Huai and
Junbin Gao and
Dehui Kong and
Lichun Wang},
title = {Spatial-temporal dynamic hand gesture recognition via hybrid deep
learning model},
journal = {J. Multimodal User Interfaces},
volume = {13},
number = {4},
pages = {363--371},
year = {2019},
url = {https://doi.org/10.1007/s12193-019-00304-z},
doi = {10.1007/S12193-019-00304-Z},
timestamp = {Thu, 19 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmui/LiHGKW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/XuYG19,
author = {Chunyan Xu and
Jian Yang and
Junbin Gao},
title = {Coupled-learning convolutional neural networks for object recognition},
journal = {Multim. Tools Appl.},
volume = {78},
number = {1},
pages = {573--589},
year = {2019},
url = {https://doi.org/10.1007/s11042-017-5262-0},
doi = {10.1007/S11042-017-5262-0},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/XuYG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhuSG19,
author = {Meilu Zhu and
Daming Shi and
Junbin Gao},
title = {Branched convolutional neural networks incorporated with Jacobian
deep regression for facial landmark detection},
journal = {Neural Networks},
volume = {118},
pages = {127--139},
year = {2019},
url = {https://doi.org/10.1016/j.neunet.2019.04.002},
doi = {10.1016/J.NEUNET.2019.04.002},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ZhuSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/KhanKSMG19,
author = {Mohammad A. U. Khan and
Tariq Mahmood Khan and
Toufique Ahmed Soomro and
Nighat Mir and
Junbin Gao},
title = {Boosting sensitivity of a retinal vessel segmentation algorithm},
journal = {Pattern Anal. Appl.},
volume = {22},
number = {2},
pages = {583--599},
year = {2019},
url = {https://doi.org/10.1007/s10044-017-0661-4},
doi = {10.1007/S10044-017-0661-4},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/KhanKSMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/XuYLGSY19,
author = {Chunyan Xu and
Jian Yang and
Hanjiang Lai and
Junbin Gao and
Linlin Shen and
Shuicheng Yan},
title = {{UP-CNN:} Un-pooling augmented convolutional neural network},
journal = {Pattern Recognit. Lett.},
volume = {119},
pages = {34--40},
year = {2019},
url = {https://doi.org/10.1016/j.patrec.2017.08.007},
doi = {10.1016/J.PATREC.2017.08.007},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/XuYLGSY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/JiangSZJGC19,
author = {Xinwei Jiang and
Xin Song and
Yongshan Zhang and
Junjun Jiang and
Junbin Gao and
Zhihua Cai},
title = {Laplacian Regularized Spatial-Aware Collaborative Graph for Discriminant
Analysis of Hyperspectral Imagery},
journal = {Remote. Sens.},
volume = {11},
number = {1},
pages = {29},
year = {2019},
url = {https://doi.org/10.3390/rs11010029},
doi = {10.3390/RS11010029},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/JiangSZJGC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/SongJGC19,
author = {Xin Song and
Xinwei Jiang and
Junbin Gao and
Zhihua Cai},
title = {Gaussian Process Graph-Based Discriminant Analysis for Hyperspectral
Images Classification},
journal = {Remote. Sens.},
volume = {11},
number = {19},
pages = {2288},
year = {2019},
url = {https://doi.org/10.3390/rs11192288},
doi = {10.3390/RS11192288},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/SongJGC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WuWLG19,
author = {Lin Wu and
Yang Wang and
Xue Li and
Junbin Gao},
title = {Deep Attention-Based Spatially Recursive Networks for Fine-Grained
Visual Recognition},
journal = {{IEEE} Trans. Cybern.},
volume = {49},
number = {5},
pages = {1791--1802},
year = {2019},
url = {https://doi.org/10.1109/TCYB.2018.2813971},
doi = {10.1109/TCYB.2018.2813971},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/WuWLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/AliGA19,
author = {Muhammad Ali and
Junbin Gao and
Michael Antolovich},
title = {Parametric Classification of Bingham Distributions Based on Grassmann
Manifolds},
journal = {{IEEE} Trans. Image Process.},
volume = {28},
number = {12},
pages = {5771--5784},
year = {2019},
url = {https://doi.org/10.1109/TIP.2019.2922100},
doi = {10.1109/TIP.2019.2922100},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/AliGA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JuSGADY19,
author = {Fujiao Ju and
Yanfeng Sun and
Junbin Gao and
Michael Antolovich and
Jun{-}Liang Dong and
Baocai Yin},
title = {Tensorizing Restricted Boltzmann Machine},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {3},
pages = {30:1--30:16},
year = {2019},
url = {https://doi.org/10.1145/3321517},
doi = {10.1145/3321517},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/JuSGADY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ChenLGSHY19,
author = {Haoran Chen and
Jinghua Li and
Junbin Gao and
Yanfeng Sun and
Yongli Hu and
Baocai Yin},
title = {Maximally Correlated Principal Component Analysis Based on Deep Parameterization
Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {4},
pages = {39:1--39:17},
year = {2019},
url = {https://doi.org/10.1145/3332183},
doi = {10.1145/3332183},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ChenLGSHY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/WuWGL19,
author = {Lin Wu and
Yang Wang and
Junbin Gao and
Xue Li},
title = {Where-and-When to Look: Deep Siamese Attention Networks for Video-Based
Person Re-Identification},
journal = {{IEEE} Trans. Multim.},
volume = {21},
number = {6},
pages = {1412--1424},
year = {2019},
url = {https://doi.org/10.1109/TMM.2018.2877886},
doi = {10.1109/TMM.2018.2877886},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/WuWGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChenSGHY19,
author = {Haoran Chen and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Solving Partial Least Squares Regression via Manifold Optimization
Approaches},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {2},
pages = {588--600},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2018.2844866},
doi = {10.1109/TNNLS.2018.2844866},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ChenSGHY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YinGXG19,
author = {Ming Yin and
Junbin Gao and
Shengli Xie and
Yi Guo},
title = {Multiview Subspace Clustering via Tensorial t-Product Representation},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {3},
pages = {851--864},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2018.2851444},
doi = {10.1109/TNNLS.2018.2851444},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/YinGXG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhangQGYX19,
author = {Hengmin Zhang and
Jianjun Qian and
Junbin Gao and
Jian Yang and
Chunyan Xu},
title = {Scalable Proximal Jacobian Iteration Method With Global Convergence
Analysis for Nonconvex Unconstrained Composite Optimizations},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {9},
pages = {2825--2839},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2018.2885699},
doi = {10.1109/TNNLS.2018.2885699},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhangQGYX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/JuSGHY19,
author = {Fujiao Ju and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Probabilistic Linear Discriminant Analysis With Vectorial Representation
for Tensor Data},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {10},
pages = {2938--2950},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2019.2901309},
doi = {10.1109/TNNLS.2019.2901309},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/JuSGHY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/Yates0G19,
author = {Darren Yates and
Md Zahidul Islam and
Junbin Gao},
editor = {Jianxin Li and
Sen Wang and
Shaowen Qin and
Xue Li and
Shuliang Wang},
title = {DataLearner: {A} Data Mining and Knowledge Discovery Tool for Android
Smartphones and Tablets},
booktitle = {Advanced Data Mining and Applications - 15th International Conference,
{ADMA} 2019, Dalian, China, November 21-23, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11888},
pages = {828--838},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-35231-8\_61},
doi = {10.1007/978-3-030-35231-8\_61},
timestamp = {Thu, 23 Jun 2022 19:58:38 +0200},
biburl = {https://dblp.org/rec/conf/adma/Yates0G19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PiaoHGSY19,
author = {Xinglin Piao and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Double Nuclear Norm Based Low Rank Representation on Grassmann Manifolds
for Clustering},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {12075--12084},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Piao\_Double\_Nuclear\_Norm\_Based\_Low\_Rank\_Representation\_on\_Grassmann\_Manifolds\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.01235},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/PiaoHGSY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/BaiCSG19,
author = {Mingyuan Bai and
S. T. Boris Choy and
Xin Song and
Junbin Gao},
editor = {Yunjun Gao and
Ralf M{\"{o}}ller and
Xindong Wu and
Ramamohanarao Kotagiri},
title = {Tensor-Train Parameterization for Ultra Dimensionality Reduction},
booktitle = {2019 {IEEE} International Conference on Big Knowledge, {ICBK} 2019,
Beijing, China, November 10-11, 2019},
pages = {17--24},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICBK.2019.00011},
doi = {10.1109/ICBK.2019.00011},
timestamp = {Tue, 21 Jan 2020 16:26:02 +0100},
biburl = {https://dblp.org/rec/conf/icbk/BaiCSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/XuF0G19,
author = {Di Xu and
Manjing Fang and
Xia Hong and
Junbin Gao},
editor = {Tom Gedeon and
Kok Wai Wong and
Minho Lee},
title = {Sparse Least Squares Low Rank Kernel Machines},
booktitle = {Neural Information Processing - 26th International Conference, {ICONIP}
2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {11954},
pages = {395--406},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-36711-4\_33},
doi = {10.1007/978-3-030-36711-4\_33},
timestamp = {Thu, 05 Aug 2021 17:55:44 +0200},
biburl = {https://dblp.org/rec/conf/iconip/XuF0G19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LongGYHY19,
author = {Tianhang Long and
Junbin Gao and
Mingyan Yang and
Yongli Hu and
Baocai Yin},
title = {Locality Preserving Projection via Deep Neural Network},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852218},
doi = {10.1109/IJCNN.2019.8852218},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LongGYHY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10098,
author = {Manjing Fang and
Di Xu and
Xia Hong and
Junbin Gao},
title = {Sparse Least Squares Low Rank Kernel Machines},
journal = {CoRR},
volume = {abs/1901.10098},
year = {2019},
url = {http://arxiv.org/abs/1901.10098},
eprinttype = {arXiv},
eprint = {1901.10098},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-03718,
author = {Bingxin Zhou and
Junbin Gao and
Minh{-}Ngoc Tran and
Richard Gerlach},
title = {Manifold Optimisation Assisted Gaussian Variational Approximation},
journal = {CoRR},
volume = {abs/1902.03718},
year = {2019},
url = {http://arxiv.org/abs/1902.03718},
eprinttype = {arXiv},
eprint = {1902.03718},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-03718.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03779,
author = {Chengkun Zhang and
Junbin Gao and
Stephen Lu},
title = {Cluster Developing 1-Bit Matrix Completion},
journal = {CoRR},
volume = {abs/1904.03779},
year = {2019},
url = {http://arxiv.org/abs/1904.03779},
eprinttype = {arXiv},
eprint = {1904.03779},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03773,
author = {Darren Yates and
Md Zahidul Islam and
Junbin Gao},
title = {DataLearner: {A} Data Mining and Knowledge Discovery Tool for Android
Smartphones and Tablets},
journal = {CoRR},
volume = {abs/1906.03773},
year = {2019},
url = {http://arxiv.org/abs/1906.03773},
eprinttype = {arXiv},
eprint = {1906.03773},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09747,
author = {Ming Yin and
Weitian Huang and
Junbin Gao},
title = {Shared Generative Latent Representation Learning for Multi-view Clustering},
journal = {CoRR},
volume = {abs/1907.09747},
year = {2019},
url = {http://arxiv.org/abs/1907.09747},
eprinttype = {arXiv},
eprint = {1907.09747},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-04924,
author = {Mingyuan Bai and
S. T. Boris Choy and
Xin Song and
Junbin Gao},
title = {Tensor-Train Parameterization for Ultra Dimensionality Reduction},
journal = {CoRR},
volume = {abs/1908.04924},
year = {2019},
url = {http://arxiv.org/abs/1908.04924},
eprinttype = {arXiv},
eprint = {1908.04924},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-04924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08862,
author = {Di Xu and
Tianhang Long and
Junbin Gao},
title = {LSTM-Assisted Evolutionary Self-Expressive Subspace Clustering},
journal = {CoRR},
volume = {abs/1910.08862},
year = {2019},
url = {http://arxiv.org/abs/1910.08862},
eprinttype = {arXiv},
eprint = {1910.08862},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-08862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02788,
author = {Yang Li and
Gang Liu and
Junbin Gao and
Zhenwen He and
Mingyuan Bai and
Chengjun Li},
title = {Efficient Spatial Nearest Neighbor Queries Based on Multi-layer Voronoi
Diagrams},
journal = {CoRR},
volume = {abs/1911.02788},
year = {2019},
url = {http://arxiv.org/abs/1911.02788},
eprinttype = {arXiv},
eprint = {1911.02788},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06905,
author = {Dai Shi and
Junbin Gao and
Xia Hong and
S. T. Boris Choy and
Zhiyong Wang},
title = {Coupling Matrix Manifolds and Their Applications in Optimal Transport},
journal = {CoRR},
volume = {abs/1911.06905},
year = {2019},
url = {http://arxiv.org/abs/1911.06905},
eprinttype = {arXiv},
eprint = {1911.06905},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-06905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SoomroKKGPZ18,
author = {Toufique Ahmed Soomro and
Tariq Mahmood Khan and
Mohammad A. U. Khan and
Junbin Gao and
Manoranjan Paul and
Lihong Zheng},
title = {Impact of ICA-Based Image Enhancement Technique on Retinal Blood Vessels
Segmentation},
journal = {{IEEE} Access},
volume = {6},
pages = {3524--3538},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2794463},
doi = {10.1109/ACCESS.2018.2794463},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/SoomroKKGPZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/XuYGLY18,
author = {Chunyan Xu and
Jian Yang and
Junbin Gao and
Hanjiang Lai and
Shuicheng Yan},
title = {{SRNN:} Self-regularized neural network},
journal = {Neurocomputing},
volume = {273},
pages = {260--270},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.07.051},
doi = {10.1016/J.NEUCOM.2017.07.051},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/XuYGLY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ChenSGHY18,
author = {Haoran Chen and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Fast optimization algorithm on Riemannian manifolds and its application
in low-rank learning},
journal = {Neurocomputing},
volume = {291},
pages = {59--70},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.02.058},
doi = {10.1016/J.NEUCOM.2018.02.058},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ChenSGHY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AliG18,
author = {Muhammad Ali and
Junbin Gao},
title = {Classification of matrix-variate Fisher-Bingham distribution via Maximum
Likelihood Estimation using manifold valued data},
journal = {Neurocomputing},
volume = {295},
pages = {72--85},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.01.048},
doi = {10.1016/J.NEUCOM.2018.01.048},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/AliG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/YinWSGX18,
author = {Ming Yin and
Zongze Wu and
Daming Shi and
Junbin Gao and
Shengli Xie},
title = {Locally adaptive sparse representation on Riemannian manifolds for
robust classification},
journal = {Neurocomputing},
volume = {310},
pages = {69--76},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.05.016},
doi = {10.1016/J.NEUCOM.2018.05.016},
timestamp = {Wed, 06 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/YinWSGX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhengXYGZ18,
author = {Wei Zheng and
Chunyan Xu and
Jian Yang and
Junbin Gao and
Fa Zhu},
title = {Low-rank structure preserving for unsupervised feature selection},
journal = {Neurocomputing},
volume = {314},
pages = {360--370},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.06.010},
doi = {10.1016/J.NEUCOM.2018.06.010},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhengXYGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/YinZGWX18,
author = {Ming Yin and
Deyu Zeng and
Junbin Gao and
Zongze Wu and
Shengli Xie},
title = {Robust Multinomial Logistic Regression Based on {RPCA}},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {12},
number = {6},
pages = {1144--1154},
year = {2018},
url = {https://doi.org/10.1109/JSTSP.2018.2872460},
doi = {10.1109/JSTSP.2018.2872460},
timestamp = {Wed, 06 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jstsp/YinZGWX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/QiSSWYG18,
author = {Na Qi and
Yunhui Shi and
Xiaoyan Sun and
Jingdong Wang and
Baocai Yin and
Junbin Gao},
title = {Multi-Dimensional Sparse Models},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {40},
number = {1},
pages = {163--178},
year = {2018},
url = {https://doi.org/10.1109/TPAMI.2017.2663423},
doi = {10.1109/TPAMI.2017.2663423},
timestamp = {Sat, 28 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/QiSSWYG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WuWGL18,
author = {Lin Wu and
Yang Wang and
Junbin Gao and
Xue Li},
title = {Deep adaptive feature embedding with local sample distributions for
person re-identification},
journal = {Pattern Recognit.},
volume = {73},
pages = {275--288},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2017.08.029},
doi = {10.1016/J.PATCOG.2017.08.029},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/WuWGL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WangHGATSY18,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Muhammad Ali and
David Tien and
Yanfeng Sun and
Baocai Yin},
title = {Low Rank Representation on {SPD} matrices with Log-Euclidean metric},
journal = {Pattern Recognit.},
volume = {76},
pages = {623--634},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2017.07.009},
doi = {10.1016/J.PATCOG.2017.07.009},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/WangHGATSY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WuWLG18,
author = {Lin Wu and
Yang Wang and
Xue Li and
Junbin Gao},
title = {What-and-where to match: Deep spatially multiplicative integration
networks for person re-identification},
journal = {Pattern Recognit.},
volume = {76},
pages = {727--738},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2017.10.004},
doi = {10.1016/J.PATCOG.2017.10.004},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/WuWLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/WangHGSY18,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Localized {LRR} on Grassmann Manifold: An Extrinsic View},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {28},
number = {10},
pages = {2524--2536},
year = {2018},
url = {https://doi.org/10.1109/TCSVT.2017.2757063},
doi = {10.1109/TCSVT.2017.2757063},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/WangHGSY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhangXYGC18,
author = {Zhenyu Zhang and
Chunyan Xu and
Jian Yang and
Junbin Gao and
Zhen Cui},
title = {Progressive Hard-Mining Network for Monocular Depth Estimation},
journal = {{IEEE} Trans. Image Process.},
volume = {27},
number = {8},
pages = {3691--3702},
year = {2018},
url = {https://doi.org/10.1109/TIP.2018.2821979},
doi = {10.1109/TIP.2018.2821979},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/ZhangXYGC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/YinXWZG18,
author = {Ming Yin and
Shengli Xie and
Zongze Wu and
Yun Zhang and
Junbin Gao},
title = {Subspace Clustering via Learning an Adaptive Low-Rank Graph},
journal = {{IEEE} Trans. Image Process.},
volume = {27},
number = {8},
pages = {3716--3728},
year = {2018},
url = {https://doi.org/10.1109/TIP.2018.2825647},
doi = {10.1109/TIP.2018.2825647},
timestamp = {Wed, 06 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/YinXWZG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangHGSY18,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Partial Sum Minimization of Singular Values Representation on Grassmann
Manifolds},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {1},
pages = {13:1--13:22},
year = {2018},
url = {https://doi.org/10.1145/3092690},
doi = {10.1145/3092690},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangHGSY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhuGXYT18,
author = {Fa Zhu and
Junbin Gao and
Chunyan Xu and
Jian Yang and
Dacheng Tao},
title = {On Selecting Effective Patterns for Fast Support Vector Regression
Training},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {8},
pages = {3610--3622},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2734812},
doi = {10.1109/TNNLS.2017.2734812},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ZhuGXYT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/JuSGHY18,
author = {Fujiao Ju and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Vectorial Dimension Reduction for Tensors Based on Bayesian Inference},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {10},
pages = {4579--4592},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2739131},
doi = {10.1109/TNNLS.2017.2739131},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/JuSGHY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangWLG18,
author = {Yang Wang and
Lin Wu and
Xuemin Lin and
Junbin Gao},
title = {Multiview Spectral Clustering via Structured Low-Rank Matrix Factorization},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {10},
pages = {4833--4843},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2777489},
doi = {10.1109/TNNLS.2017.2777489},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WangWLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuSGHY18,
author = {Xiangjie Hu and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Locality Preserving Projection Based on F-norm},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {1330--1337},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11518},
doi = {10.1609/AAAI.V32I1.11518},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuSGHY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/Yates0G18,
author = {Darren Yates and
Md Zahidul Islam and
Junbin Gao},
editor = {Md. Rafiqul Islam and
Yun Sing Koh and
Yanchang Zhao and
Warwick Graco and
David Stirling and
Chang{-}Tsun Li and
Md Zahidul Islam},
title = {{SPAARC:} {A} Fast Decision Tree Algorithm},
booktitle = {Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst,
NSW, Australia, November 28-30, 2018, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {996},
pages = {43--55},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-981-13-6661-1\_4},
doi = {10.1007/978-981-13-6661-1\_4},
timestamp = {Thu, 23 Jun 2022 19:58:25 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/Yates0G18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/YatesIG18,
author = {Darren Yates and
Md Zahidul Islam and
Junbin Gao},
editor = {Md. Rafiqul Islam and
Yun Sing Koh and
Yanchang Zhao and
Warwick Graco and
David Stirling and
Chang{-}Tsun Li and
Md Zahidul Islam},
title = {Implementation and Performance Analysis of Data-Mining Classification
Algorithms on Smartphones},
booktitle = {Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst,
NSW, Australia, November 28-30, 2018, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {996},
pages = {331--343},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-981-13-6661-1\_26},
doi = {10.1007/978-981-13-6661-1\_26},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/YatesIG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/SoomroGZASP18,
author = {Toufique Ahmed Soomro and
Junbin Gao and
Lihong Zheng and
Ahmed J. Afifi and
Shafiullah Soomro and
Manoranjan Paul},
editor = {Md. Rafiqul Islam and
Yun Sing Koh and
Yanchang Zhao and
Warwick Graco and
David Stirling and
Chang{-}Tsun Li and
Md Zahidul Islam},
title = {Retinal Blood Vessels Extraction of Challenging Images},
booktitle = {Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst,
NSW, Australia, November 28-30, 2018, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {996},
pages = {347--359},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-981-13-6661-1\_27},
doi = {10.1007/978-981-13-6661-1\_27},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausdm/SoomroGZASP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/SoomroHAPGZ18,
author = {Toufique Ahmed Soomro and
Olaf Hellwich and
Ahmed J. Afifi and
Manoranjan Paul and
Junbin Gao and
Lihong Zheng},
title = {Strided U-Net Model: Retinal Vessels Segmentation using Dice Loss},
booktitle = {2018 Digital Image Computing: Techniques and Applications, {DICTA}
2018, Canberra, Australia, December 10-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DICTA.2018.8615770},
doi = {10.1109/DICTA.2018.8615770},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dicta/SoomroHAPGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/WangKW0G18,
author = {Gengxing Wang and
Wenxiong Kang and
Qiuxia Wu and
Zhiyong Wang and
Junbin Gao},
title = {Generative Adversarial Network {(GAN)} Based Data Augmentation for
Palmprint Recognition},
booktitle = {2018 Digital Image Computing: Techniques and Applications, {DICTA}
2018, Canberra, Australia, December 10-13, 2018},
pages = {1--7},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DICTA.2018.8615782},
doi = {10.1109/DICTA.2018.8615782},
timestamp = {Tue, 29 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dicta/WangKW0G18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fnss/JahanCIG18,
author = {Sharmin Jahan and
Mozammel Chowdhury and
Rafiqul Islam and
Junbin Gao},
editor = {Robin Doss and
Selwyn Piramuthu and
Wei Zhou},
title = {Security and Privacy Protection for eHealth Data},
booktitle = {Future Network Systems and Security - 4th International Conference,
{FNSS} 2018, Paris, France, July 9-11, 2018, Proceedings},
series = {Communications in Computer and Information Science},
volume = {878},
pages = {197--205},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-94421-0\_16},
doi = {10.1007/978-3-319-94421-0\_16},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fnss/JahanCIG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangHGSY18,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Cascaded Low Rank and Sparse Representation on Grassmann Manifolds},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2755--2761},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/382},
doi = {10.24963/IJCAI.2018/382},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangHGSY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SongJGC018,
author = {Xin Song and
Xinwei Jiang and
Junbin Gao and
Zhihua Cai and
Xia Hong},
title = {Functional Locality Preserving Projection for Dimensionality Reduction},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--7},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489598},
doi = {10.1109/IJCNN.2018.8489598},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SongJGC018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhangCG18,
author = {Yanfei Zhang and
Rohitash Chandra and
Junbin Gao},
title = {Cyclone Track Prediction with Matrix Neural Networks},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489077},
doi = {10.1109/IJCNN.2018.8489077},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhangCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JiangG0CZL18,
author = {Xinwei Jiang and
Junbin Gao and
Xiaobo Liu and
Zhihua Cai and
Dongmei Zhang and
Yuanxing Liu},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Shared Deep Kernel Learning for Dimensionality Reduction},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10939},
pages = {297--308},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93040-4\_24},
doi = {10.1007/978-3-319-93040-4\_24},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/JiangG0CZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pcm/Zhu0CG18,
author = {Meilu Zhu and
Daming Shi and
Songkui Chen and
Junbin Gao},
editor = {Richang Hong and
Wen{-}Huang Cheng and
Toshihiko Yamasaki and
Meng Wang and
Chong{-}Wah Ngo},
title = {Branched Convolutional Neural Networks for Face Alignment},
booktitle = {Advances in Multimedia Information Processing - {PCM} 2018 - 19th
Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22,
2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11166},
pages = {291--302},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00764-5\_27},
doi = {10.1007/978-3-030-00764-5\_27},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pcm/Zhu0CG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/securecomm/ChowdhuryJIG18,
author = {Mozammel Chowdhury and
Sharmin Jahan and
Rafiqul Islam and
Junbin Gao},
editor = {Raheem Beyah and
Bing Chang and
Yingjiu Li and
Sencun Zhu},
title = {Malware Detection for Healthcare Data Security},
booktitle = {Security and Privacy in Communication Networks - 14th International
Conference, SecureComm 2018, Singapore, August 8-10, 2018, Proceedings,
Part {II}},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {255},
pages = {407--416},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01704-0\_22},
doi = {10.1007/978-3-030-01704-0\_22},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/securecomm/ChowdhuryJIG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-11027,
author = {Lin Wu and
Yang Wang and
Junbin Gao and
Dacheng Tao},
title = {Deep Co-attention based Comparators For Relative Representation Learning
in Person Re-identification},
journal = {CoRR},
volume = {abs/1804.11027},
year = {2018},
url = {http://arxiv.org/abs/1804.11027},
eprinttype = {arXiv},
eprint = {1804.11027},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-11027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-01911,
author = {Lin Wu and
Yang Wang and
Junbin Gao and
Xue Li},
title = {Where-and-When to Look: Deep Siamese Attention Networks for Video-based
Person Re-identification},
journal = {CoRR},
volume = {abs/1808.01911},
year = {2018},
url = {http://arxiv.org/abs/1808.01911},
eprinttype = {arXiv},
eprint = {1808.01911},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-01911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04633,
author = {Wei Wu and
Bin Li and
Ling Chen and
Junbin Gao and
Chengqi Zhang},
title = {A Review for Weighted MinHash Algorithms},
journal = {CoRR},
volume = {abs/1811.04633},
year = {2018},
url = {http://arxiv.org/abs/1811.04633},
eprinttype = {arXiv},
eprint = {1811.04633},
timestamp = {Tue, 25 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-04633.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/ChowdhuryGI17,
author = {Mozammel Chowdhury and
Junbin Gao and
Rafiqul Islam},
title = {Robust human detection and localization in security applications},
journal = {Concurr. Comput. Pract. Exp.},
volume = {29},
number = {23},
year = {2017},
url = {https://doi.org/10.1002/cpe.3977},
doi = {10.1002/CPE.3977},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/ChowdhuryGI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsysc/HongCGG17,
author = {Xia Hong and
Sheng Chen and
Yi Guo and
Junbin Gao},
title = {l1-norm penalised orthogonal forward regression},
journal = {Int. J. Syst. Sci.},
volume = {48},
number = {10},
pages = {2195--2201},
year = {2017},
url = {https://doi.org/10.1080/00207721.2017.1311383},
doi = {10.1080/00207721.2017.1311383},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsysc/HongCGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhuYGXXG17,
author = {Fa Zhu and
Jian Yang and
Junbin Gao and
Chunyan Xu and
Sheng Xu and
Cong Gao},
title = {Finding the samples near the decision plane for support vector learning},
journal = {Inf. Sci.},
volume = {382-383},
pages = {292--307},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2016.12.019},
doi = {10.1016/J.INS.2016.12.019},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZhuYGXXG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/JiangFCGJC17,
author = {Xinwei Jiang and
Xiaoping Fang and
Zhikun Chen and
Junbin Gao and
Junjun Jiang and
Zhihua Cai},
title = {Supervised Gaussian Process Latent Variable Model for Hyperspectral
Image Classification},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {14},
number = {10},
pages = {1760--1764},
year = {2017},
url = {https://doi.org/10.1109/LGRS.2017.2734680},
doi = {10.1109/LGRS.2017.2734680},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/JiangFCGJC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/SoomroGKHKP17,
author = {Toufique Ahmed Soomro and
Junbin Gao and
Tariq Mahmood Khan and
Ahmad Fadzil M. Hani and
Mohammad A. U. Khan and
Manoranjan Paul},
title = {Computerised approaches for the detection of diabetic retinopathy
using retinal fundus images: a survey},
journal = {Pattern Anal. Appl.},
volume = {20},
number = {4},
pages = {927--961},
year = {2017},
url = {https://doi.org/10.1007/s10044-017-0630-y},
doi = {10.1007/S10044-017-0630-Y},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/SoomroGKHKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ShiWCG17,
author = {Daming Shi and
Jun Wang and
Dansong Cheng and
Junbin Gao},
title = {A global-local affinity matrix model via EigenGap for graph-based
subspace clustering},
journal = {Pattern Recognit. Lett.},
volume = {89},
pages = {67--72},
year = {2017},
url = {https://doi.org/10.1016/j.patrec.2016.12.023},
doi = {10.1016/J.PATREC.2016.12.023},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/ShiWCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sivp/SoomroKGKP17,
author = {Toufique Ahmed Soomro and
Mohammad A. U. Khan and
Junbin Gao and
Tariq Mahmood Khan and
Manoranjan Paul},
title = {Contrast normalization steps for increased sensitivity of a retinal
image segmentation method},
journal = {Signal Image Video Process.},
volume = {11},
number = {8},
pages = {1509--1517},
year = {2017},
url = {https://doi.org/10.1007/s11760-017-1114-7},
doi = {10.1007/S11760-017-1114-7},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sivp/SoomroKGKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/WangHGSY17,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Laplacian {LRR} on Product Grassmann Manifolds for Human Activity
Clustering in Multicamera Video Surveillance},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {27},
number = {3},
pages = {554--566},
year = {2017},
url = {https://doi.org/10.1109/TCSVT.2016.2609760},
doi = {10.1109/TCSVT.2016.2609760},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/WangHGSY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiXGGJ17,
author = {Feng Li and
Lei Xin and
Yi Guo and
Junbin Gao and
Xiuping Jia},
title = {A Framework of Mixed Sparse Representations for Remote Sensing Images},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {55},
number = {2},
pages = {1210--1221},
year = {2017},
url = {https://doi.org/10.1109/TGRS.2016.2621123},
doi = {10.1109/TGRS.2016.2621123},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/LiXGGJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LiuSWGL17,
author = {Qiegen Liu and
Guangpu Shao and
Yuhao Wang and
Junbin Gao and
Henry Leung},
title = {Log-Euclidean Metrics for Contrast Preserving Decolorization},
journal = {{IEEE} Trans. Image Process.},
volume = {26},
number = {12},
pages = {5772--5783},
year = {2017},
url = {https://doi.org/10.1109/TIP.2017.2745104},
doi = {10.1109/TIP.2017.2745104},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/LiuSWGL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/HongG017,
author = {Xia Hong and
Junbin Gao and
Sheng Chen},
title = {Zero-Attracting Recursive Least Squares Algorithms},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {66},
number = {1},
pages = {213--221},
year = {2017},
url = {https://doi.org/10.1109/TVT.2016.2533664},
doi = {10.1109/TVT.2016.2533664},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/HongG017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangSGC17,
author = {Yongqiang Zhang and
Daming Shi and
Junbin Gao and
Dansong Cheng},
title = {Low-Rank-Sparse Subspace Representation for Robust Regression},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {2972--2981},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.317},
doi = {10.1109/CVPR.2017.317},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ZhangSGC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangGL17,
author = {Qiong Wang and
Junbin Gao and
Hong Li},
title = {Grassmannian Manifold Optimization Assisted Sparse Spectral Clustering},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {3145--3153},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.335},
doi = {10.1109/CVPR.2017.335},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WangGL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/ChenSGHJ17,
author = {Haoran Chen and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Fujiao Ju},
title = {{L1-2DPCA} Revisit via Optimization on Product Manifolds},
booktitle = {2017 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2017, Sydney, Australia, November 29 - December
1, 2017},
pages = {1--7},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DICTA.2017.8227453},
doi = {10.1109/DICTA.2017.8227453},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/dicta/ChenSGHJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/SoomroAGHKPZ17,
author = {Toufique Ahmed Soomro and
Ahmed J. Afifi and
Junbin Gao and
Olaf Hellwich and
Mohammad A. U. Khan and
Manoranjan Paul and
Lihong Zheng},
title = {Boosting Sensitivity of a Retinal Vessel Segmentation Algorithm with
Convolutional Neural Network},
booktitle = {2017 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2017, Sydney, Australia, November 29 - December
1, 2017},
pages = {1--8},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DICTA.2017.8227413},
doi = {10.1109/DICTA.2017.8227413},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dicta/SoomroAGHKPZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SoomroPGZ17,
author = {Toufique Ahmed Soomro and
Manoranjan Paul and
Junbin Gao and
Lihong Zheng},
title = {Retinal blood vessel extraction method based on basic filtering schemes},
booktitle = {2017 {IEEE} International Conference on Image Processing, {ICIP} 2017,
Beijing, China, September 17-20, 2017},
pages = {4422--4426},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICIP.2017.8297118},
doi = {10.1109/ICIP.2017.8297118},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/SoomroPGZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/WangHXGA17,
author = {Peitao Wang and
Zhaoshui He and
Kan Xie and
Junbin Gao and
Michael Antolovich},
editor = {Derong Liu and
Shengli Xie and
Yuanqing Li and
Dongbin Zhao and
El{-}Sayed M. El{-}Alfy},
title = {A Nonnegative Projection Based Algorithm for Low-Rank Nonnegative
Matrix Approximation},
booktitle = {Neural Information Processing - 24th International Conference, {ICONIP}
2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10634},
pages = {240--247},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-70087-8\_26},
doi = {10.1007/978-3-319-70087-8\_26},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/WangHXGA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/BaiZG17,
author = {Mingyuan Bai and
Boyan Zhang and
Junbin Gao},
editor = {Derong Liu and
Shengli Xie and
Yuanqing Li and
Dongbin Zhao and
El{-}Sayed M. El{-}Alfy},
title = {Tensorial Neural Networks and Its Application in Longitudinal Network
Data Analysis},
booktitle = {Neural Information Processing - 24th International Conference, {ICONIP}
2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10635},
pages = {562--571},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-70096-0\_58},
doi = {10.1007/978-3-319-70096-0\_58},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/iconip/BaiZG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZhangG17,
author = {Yanfei Zhang and
Junbin Gao},
editor = {Derong Liu and
Shengli Xie and
Yuanqing Li and
Dongbin Zhao and
El{-}Sayed M. El{-}Alfy},
title = {Assessing the Performance of Deep Learning Algorithms for Newsvendor
Problem},
booktitle = {Neural Information Processing - 24th International Conference, {ICONIP}
2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10634},
pages = {912--921},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-70087-8\_93},
doi = {10.1007/978-3-319-70087-8\_93},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/ZhangG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangHGSCAY17,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Haoran Chen and
Muhammad Ali and
Baocai Yin},
editor = {Carles Sierra},
title = {Locality Preserving Projections for Grassmann manifold},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2893--2900},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/403},
doi = {10.24963/IJCAI.2017/403},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WangHGSCAY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiuSHGJY17,
author = {Simeng Liu and
Yanfeng Sun and
Yongli Hu and
Junbin Gao and
Fujiao Ju and
Baocai Yin},
title = {Matrix variate {RBM} model with Gaussian distributions},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {808--815},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7965935},
doi = {10.1109/IJCNN.2017.7965935},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiuSHGJY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/GaoGW17,
author = {Junbin Gao and
Yi Guo and
Zhiyong Wang},
editor = {Fengyu Cong and
Andrew Chi{-}Sing Leung and
Qinglai Wei},
title = {Matrix Neural Networks},
booktitle = {Advances in Neural Networks - {ISNN} 2017 - 14th International Symposium,
{ISNN} 2017, Sapporo, Hakodate, and Muroran, Hokkaido, Japan, June
21-26, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10261},
pages = {313--320},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59072-1\_37},
doi = {10.1007/978-3-319-59072-1\_37},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/isnn/GaoGW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/securecomm/ChowdhuryIG17,
author = {Mozammel Chowdhury and
Rafiqul Islam and
Junbin Gao},
editor = {Xiaodong Lin and
Ali A. Ghorbani and
Kui Ren and
Sencun Zhu and
Aiqing Zhang},
title = {Fast and Robust Biometric Authentication Scheme Using Human Ear},
booktitle = {Security and Privacy in Communication Networks - SecureComm 2017 International
Workshops, {ATCS} and SePrIoT, Niagara Falls, ON, Canada, October
22-25, 2017, Proceedings},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {239},
pages = {133--144},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-78816-6\_11},
doi = {10.1007/978-3-319-78816-6\_11},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/securecomm/ChowdhuryIG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TierneyGG17,
author = {Stephen Tierney and
Yi Guo and
Junbin Gao},
title = {Efficient Sparse Subspace Clustering by Nearest Neighbour Filtering},
journal = {CoRR},
volume = {abs/1704.03958},
year = {2017},
url = {http://arxiv.org/abs/1704.03958},
eprinttype = {arXiv},
eprint = {1704.03958},
timestamp = {Thu, 20 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/TierneyGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TierneyGGZ17,
author = {Stephen Tierney and
Junbin Gao and
Yi Guo and
Zheng Zhang},
title = {Tractable Clustering of Data on the Curve Manifold},
journal = {CoRR},
volume = {abs/1704.03963},
year = {2017},
url = {http://arxiv.org/abs/1704.03963},
eprinttype = {arXiv},
eprint = {1704.03963},
timestamp = {Thu, 20 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/TierneyGGZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TierneyGG17a,
author = {Stephen Tierney and
Yi Guo and
Junbin Gao},
title = {Collaborative Low-Rank Subspace Clustering},
journal = {CoRR},
volume = {abs/1704.03966},
year = {2017},
url = {http://arxiv.org/abs/1704.03966},
eprinttype = {arXiv},
eprint = {1704.03966},
timestamp = {Thu, 20 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/TierneyGG17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangHGSCY17,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Haoran Chen and
Baocai Yin},
title = {Locality Preserving Projections for Grassmann manifold},
journal = {CoRR},
volume = {abs/1704.08458},
year = {2017},
url = {http://arxiv.org/abs/1704.08458},
eprinttype = {arXiv},
eprint = {1704.08458},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangHGSCY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangHGSY17,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Localized {LRR} on Grassmann Manifolds: An Extrinsic View},
journal = {CoRR},
volume = {abs/1705.06599},
year = {2017},
url = {http://arxiv.org/abs/1705.06599},
eprinttype = {arXiv},
eprint = {1705.06599},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangHGSY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangG17c,
author = {Yanfei Zhang and
Junbin Gao},
title = {Assessing the Performance of Deep Learning Algorithms for Newsvendor
Problem},
journal = {CoRR},
volume = {abs/1706.02899},
year = {2017},
url = {http://arxiv.org/abs/1706.02899},
eprinttype = {arXiv},
eprint = {1706.02899},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangG17c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuWGL17,
author = {Lin Wu and
Yang Wang and
Junbin Gao and
Xue Li},
title = {Deep Adaptive Feature Embedding with Local Sample Distributions for
Person Re-identification},
journal = {CoRR},
volume = {abs/1706.03160},
year = {2017},
url = {http://arxiv.org/abs/1706.03160},
eprinttype = {arXiv},
eprint = {1706.03160},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WuWGL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JuSGHY17,
author = {Fujiao Ju and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Vectorial Dimension Reduction for Tensors Based on Bayesian Inference},
journal = {CoRR},
volume = {abs/1707.00380},
year = {2017},
url = {http://arxiv.org/abs/1707.00380},
eprinttype = {arXiv},
eprint = {1707.00380},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JuSGHY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuWLG17,
author = {Lin Wu and
Yang Wang and
Xue Li and
Junbin Gao},
title = {What-and-Where to Match: Deep Spatially Multiplicative Integration
Networks for Person Re-identification},
journal = {CoRR},
volume = {abs/1707.07074},
year = {2017},
url = {http://arxiv.org/abs/1707.07074},
eprinttype = {arXiv},
eprint = {1707.07074},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WuWLG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00185,
author = {Mingyuan Bai and
Boyan Zhang and
Junbin Gao},
title = {Tensorial Recurrent Neural Networks for Longitudinal Data Analysis},
journal = {CoRR},
volume = {abs/1708.00185},
year = {2017},
url = {http://arxiv.org/abs/1708.00185},
eprinttype = {arXiv},
eprint = {1708.00185},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-00185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangSCZG16,
author = {Jun Wang and
Daming Shi and
Dansong Cheng and
Yongqiang Zhang and
Junbin Gao},
title = {{LRSR:} Low-Rank-Sparse representation for subspace clustering},
journal = {Neurocomputing},
volume = {214},
pages = {1026--1037},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2016.07.015},
doi = {10.1016/J.NEUCOM.2016.07.015},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/WangSCZG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/JuSGHY16,
author = {Fujiao Ju and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Nonparametric tensor dictionary learning with beta process priors},
journal = {Neurocomputing},
volume = {218},
pages = {120--130},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2016.08.064},
doi = {10.1016/J.NEUCOM.2016.08.064},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/JuSGHY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/SunGHMY16,
author = {Yanfeng Sun and
Junbin Gao and
Xia Hong and
Bamdev Mishra and
Baocai Yin},
title = {Heterogeneous Tensor Decomposition for Clustering via Manifold Optimization},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {38},
number = {3},
pages = {476--489},
year = {2016},
url = {https://doi.org/10.1109/TPAMI.2015.2465901},
doi = {10.1109/TPAMI.2015.2465901},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/SunGHMY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YinGL16,
author = {Ming Yin and
Junbin Gao and
Zhouchen Lin},
title = {Laplacian Regularized Low-Rank Representation and Its Applications},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {38},
number = {3},
pages = {504--517},
year = {2016},
url = {https://doi.org/10.1109/TPAMI.2015.2462360},
doi = {10.1109/TPAMI.2015.2462360},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/YinGL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhuYGX16,
author = {Fa Zhu and
Jian Yang and
Junbin Gao and
Chunyan Xu},
title = {Extended nearest neighbor chain induced instance-weights for SVMs},
journal = {Pattern Recognit.},
volume = {60},
pages = {863--874},
year = {2016},
url = {https://doi.org/10.1016/j.patcog.2016.07.012},
doi = {10.1016/J.PATCOG.2016.07.012},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ZhuYGX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/DongGJS16,
author = {Jun{-}Liang Dong and
Junbin Gao and
Fujiao Ju and
Jinghua Shen},
title = {Modulus Methods for Nonnegatively Constrained Image Restoration},
journal = {{SIAM} J. Imaging Sci.},
volume = {9},
number = {3},
pages = {1226--1246},
year = {2016},
url = {https://doi.org/10.1137/15M1045892},
doi = {10.1137/15M1045892},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/DongGJS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/XuLLGZWY16,
author = {Chunyan Xu and
Canyi Lu and
Xiaodan Liang and
Junbin Gao and
Wei Zheng and
Tianjiang Wang and
Shuicheng Yan},
title = {Multi-loss Regularized Deep Neural Network},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {26},
number = {12},
pages = {2273--2283},
year = {2016},
url = {https://doi.org/10.1109/TCSVT.2015.2477937},
doi = {10.1109/TCSVT.2015.2477937},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/XuLLGZWY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WuHGSY16,
author = {Fei Wu and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Ordered Subspace Clustering With Block-Diagonal Priors},
journal = {{IEEE} Trans. Cybern.},
volume = {46},
number = {12},
pages = {3209--3219},
year = {2016},
url = {https://doi.org/10.1109/TCYB.2015.2500821},
doi = {10.1109/TCYB.2015.2500821},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/WuHGSY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FuGTLH16,
author = {Yifan Fu and
Junbin Gao and
David Tien and
Zhouchen Lin and
Xia Hong},
title = {Tensor {LRR} and Sparse Coding-Based Subspace Clustering},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {10},
pages = {2120--2133},
year = {2016},
url = {https://doi.org/10.1109/TNNLS.2016.2553155},
doi = {10.1109/TNNLS.2016.2553155},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/FuGTLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangHGSY16,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Product Grassmann Manifold Representation and Its {LRR} Models},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2122--2129},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10267},
doi = {10.1609/AAAI.V30I1.10267},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangHGSY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/JuSGLHY16,
author = {Fujiao Ju and
Yanfeng Sun and
Junbin Gao and
Simeng Liu and
Yongli Hu and
Baocai Yin},
title = {Mixture of Bilateral-Projection Two-Dimensional Probabilistic Principal
Component Analysis},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {4462--4470},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.483},
doi = {10.1109/CVPR.2016.483},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/JuSGLHY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YinGGHX16,
author = {Ming Yin and
Yi Guo and
Junbin Gao and
Zhaoshui He and
Shengli Xie},
title = {Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {5157--5164},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.557},
doi = {10.1109/CVPR.2016.557},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/YinGGHX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TanXGXHS16,
author = {Mingkui Tan and
Shijie Xiao and
Junbin Gao and
Dong Xu and
Anton van den Hengel and
Qinfeng Shi},
title = {Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {5877--5886},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.633},
doi = {10.1109/CVPR.2016.633},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TanXGXHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/AliGA16,
author = {Muhammad Ali and
Junbin Gao and
Michael Antolovich},
title = {MLE-Based Learning on Grassmann Manifolds},
booktitle = {2016 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2016, Gold Coast, Australia, November 30
- December 2, 2016},
pages = {1--7},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DICTA.2016.7797063},
doi = {10.1109/DICTA.2016.7797063},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dicta/AliGA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/SoomroGKKP16,
author = {Toufique Ahmed Soomro and
Junbin Gao and
Mohammad A. U. Khan and
Tariq Mahmood Khan and
Manoranjan Paul},
title = {Role of Image Contrast Enhancement Technique for Ophthalmologist as
Diagnostic Tool for Diabetic Retinopathy},
booktitle = {2016 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2016, Gold Coast, Australia, November 30
- December 2, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DICTA.2016.7797078},
doi = {10.1109/DICTA.2016.7797078},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dicta/SoomroGKKP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/SoomroKGKPM16,
author = {Toufique Ahmed Soomro and
Mohammad A. U. Khan and
Junbin Gao and
Tariq Mahmood Khan and
Manoranjan Paul and
Nighat Mir},
title = {Automatic Retinal Vessel Extraction Algorithm},
booktitle = {2016 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2016, Gold Coast, Australia, November 30
- December 2, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DICTA.2016.7797013},
doi = {10.1109/DICTA.2016.7797013},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dicta/SoomroKGKPM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/ChowdhuryGI16,
author = {Mozammel Chowdhury and
Junbin Gao and
Rafiqul Islam},
title = {Fuzzy logic based filtering for image de-noising},
booktitle = {2016 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2016, Vancouver, BC, Canada, July 24-29, 2016},
pages = {2372--2376},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/FUZZ-IEEE.2016.7737990},
doi = {10.1109/FUZZ-IEEE.2016.7737990},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/ChowdhuryGI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ChowdhuryGI16,
author = {Mozammel Chowdhury and
Junbin Gao and
Rafiqul Islam},
editor = {Akira Hirose and
Seiichi Ozawa and
Kenji Doya and
Kazushi Ikeda and
Minho Lee and
Derong Liu},
title = {Detection of Human Faces Using Neural Networks},
booktitle = {Neural Information Processing - 23rd International Conference, {ICONIP}
2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9948},
pages = {690--698},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46672-9\_77},
doi = {10.1007/978-3-319-46672-9\_77},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ChowdhuryGI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/QiSGHL16,
author = {Guanglei Qi and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Jinghua Li},
title = {Matrix Variate Restricted Boltzmann Machine},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {389--395},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727225},
doi = {10.1109/IJCNN.2016.7727225},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/QiSGHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SoomroG16,
author = {Toufique Ahmed Soomro and
Junbin Gao},
title = {Neural network based denoised methods for retinal fundus images and
{MRI} brain images},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {1151--1157},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727327},
doi = {10.1109/IJCNN.2016.7727327},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SoomroG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HongG16,
author = {Xia Hong and
Junbin Gao},
title = {Manifold optimization for nonnegative coefficient logistic regression},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {1762--1766},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727412},
doi = {10.1109/IJCNN.2016.7727412},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/HongG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JiangSGCZ16,
author = {Xinwei Jiang and
Xin Song and
Junbin Gao and
Zhihua Cai and
Dongmei Zhang},
title = {Nonparametrically Guided Autoencoder with Laplace Approximation for
dimensionality reduction},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {3378--3384},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727631},
doi = {10.1109/IJCNN.2016.7727631},
timestamp = {Fri, 24 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/JiangSGCZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AliGA16,
author = {Muhammad Ali and
Junbin Gao and
Michael Antolovich},
title = {Classification on Stiefel and Grassmann manifolds via maximum Likelihood
estimation of matrix distributions},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {3751--3757},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727683},
doi = {10.1109/IJCNN.2016.7727683},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/AliGA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivcnz/ChowdhuryGI16,
author = {Mozammel Chowdhury and
Junbin Gao and
Rafiqul Islam},
editor = {Donald G. Bailey and
Gourab Sen Gupta and
Stephen Marsland},
title = {Fuzzy rule based approach for face and facial feature extraction in
biometric authentication},
booktitle = {2016 International Conference on Image and Vision Computing New Zealand,
{IVCNZ} 2016, Palmerston North, New Zealand, November 21-22, 2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IVCNZ.2016.7804444},
doi = {10.1109/IVCNZ.2016.7804444},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ivcnz/ChowdhuryGI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivcnz/KhanSKBGM16,
author = {Mohammad A. U. Khan and
Toufique Ahmed Soomro and
Tariq Mahmood Khan and
Donald G. Bailey and
Junbin Gao and
Nighat Mir},
editor = {Donald G. Bailey and
Gourab Sen Gupta and
Stephen Marsland},
title = {Automatic retinal vessel extraction algorithm based on contrast-sensitive
schemes},
booktitle = {2016 International Conference on Image and Vision Computing New Zealand,
{IVCNZ} 2016, Palmerston North, New Zealand, November 21-22, 2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IVCNZ.2016.7804441},
doi = {10.1109/IVCNZ.2016.7804441},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ivcnz/KhanSKBGM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/securecomm/ChowdhuryGI16,
author = {Mozammel Chowdhury and
Junbin Gao and
Rafiqul Islam},
editor = {Robert H. Deng and
Jian Weng and
Kui Ren and
Vinod Yegneswaran},
title = {Biometric Authentication Using Facial Recognition},
booktitle = {Security and Privacy in Communication Networks - 12th International
Conference, SecureComm 2016, Guangzhou, China, October 10-12, 2016,
Proceedings},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {198},
pages = {287--295},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-59608-2\_16},
doi = {10.1007/978-3-319-59608-2\_16},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/securecomm/ChowdhuryGI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/setn/ChowdhuryGI16,
author = {Mozammel Chowdhury and
Junbin Gao and
Rafiqul Islam},
editor = {Nick Bassiliades and
Antonis Bikakis and
Dimitris Vrakas and
Ioannis P. Vlahavas and
George A. Vouros},
title = {Distance Measurement of Objects using Stereo Vision},
booktitle = {Proceedings of the 9th Hellenic Conference on Artificial Intelligence,
{SETN} 2016, Thessaloniki, Greece, May 18-20, 2016},
pages = {33:1--33:4},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2903220.2903247},
doi = {10.1145/2903220.2903247},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/setn/ChowdhuryGI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/HongG16,
author = {Xia Hong and
Junbin Gao},
editor = {Max Bramer and
Miltos Petridis},
title = {A Fast Algorithm to Estimate the Square Root of Probability Density
Function},
booktitle = {Research and Development in Intelligent Systems {XXXIII} - Incorporating
Applications and Innovations in Intelligent Systems {XXIV.} Proceedings
of AI-2016, The Thirty-Sixth {SGAI} International Conference on Innovative
Techniques and Applications of Artificial Intelligence, Cambridge,
UK, December 13-15, 2016},
pages = {165--176},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47175-4\_11},
doi = {10.1007/978-3-319-47175-4\_11},
timestamp = {Thu, 19 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sgai/HongG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YinGGHX16,
author = {Ming Yin and
Yi Guo and
Junbin Gao and
Zhaoshui He and
Shengli Xie},
title = {Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds},
journal = {CoRR},
volume = {abs/1601.00414},
year = {2016},
url = {http://arxiv.org/abs/1601.00414},
eprinttype = {arXiv},
eprint = {1601.00414},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YinGGHX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QiSGHL16,
author = {Guanglei Qi and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Jinghua Li},
title = {Matrix Variate {RBM} and Its Applications},
journal = {CoRR},
volume = {abs/1601.00722},
year = {2016},
url = {http://arxiv.org/abs/1601.00722},
eprinttype = {arXiv},
eprint = {1601.00722},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/QiSGHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TierneyGGZ16,
author = {Stephen Tierney and
Junbin Gao and
Yi Guo and
Zhengwu Zhang},
title = {Low-Rank Representation over the Manifold of Curves},
journal = {CoRR},
volume = {abs/1601.00732},
year = {2016},
url = {http://arxiv.org/abs/1601.00732},
eprinttype = {arXiv},
eprint = {1601.00732},
timestamp = {Thu, 20 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/TierneyGGZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JuSGLH16,
author = {Fujiao Ju and
Yanfeng Sun and
Junbin Gao and
Simeng Liu and
Yongli Hu},
title = {Mixture of Bilateral-Projection Two-dimensional Probabilistic Principal
Component Analysis},
journal = {CoRR},
volume = {abs/1601.01431},
year = {2016},
url = {http://arxiv.org/abs/1601.01431},
eprinttype = {arXiv},
eprint = {1601.01431},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JuSGLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangHGSY16,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Kernelized {LRR} on Grassmann Manifolds for Subspace Clustering},
journal = {CoRR},
volume = {abs/1601.02124},
year = {2016},
url = {http://arxiv.org/abs/1601.02124},
eprinttype = {arXiv},
eprint = {1601.02124},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangHGSY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GaoGW16,
author = {Junbin Gao and
Yi Guo and
Zhiyong Wang},
title = {Matrix Neural Networks},
journal = {CoRR},
volume = {abs/1601.03805},
year = {2016},
url = {http://arxiv.org/abs/1601.03805},
eprinttype = {arXiv},
eprint = {1601.03805},
timestamp = {Tue, 29 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/GaoGW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangHGSY16a,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Partial Sum Minimization of Singular Values Representation on Grassmann
Manifolds},
journal = {CoRR},
volume = {abs/1601.05613},
year = {2016},
url = {http://arxiv.org/abs/1601.05613},
eprinttype = {arXiv},
eprint = {1601.05613},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangHGSY16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YinXGGZ16,
author = {Ming Yin and
Shengli Xie and
Yi Guo and
Junbin Gao and
Yun Zhang},
title = {Neighborhood Preserved Sparse Representation for Robust Classification
on Symmetric Positive Definite Matrices},
journal = {CoRR},
volume = {abs/1601.07336},
year = {2016},
url = {http://arxiv.org/abs/1601.07336},
eprinttype = {arXiv},
eprint = {1601.07336},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YinXGGZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangHGSY16b,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Laplacian {LRR} on Product Grassmann Manifolds for Human Activity
Clustering in Multi-Camera Video Surveillance},
journal = {CoRR},
volume = {abs/1606.03838},
year = {2016},
url = {http://arxiv.org/abs/1606.03838},
eprinttype = {arXiv},
eprint = {1606.03838},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangHGSY16b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YinGXG16,
author = {Ming Yin and
Junbin Gao and
Shengli Xie and
Yi Guo},
title = {Low-rank Multi-view Clustering in Third-Order Tensor Space},
journal = {CoRR},
volume = {abs/1608.08336},
year = {2016},
url = {http://arxiv.org/abs/1608.08336},
eprinttype = {arXiv},
eprint = {1608.08336},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YinGXG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenSGHY16,
author = {Haoran Chen and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Partial Least Squares Regression on Riemannian Manifolds and Its Application
in Classifications},
journal = {CoRR},
volume = {abs/1609.06434},
year = {2016},
url = {http://arxiv.org/abs/1609.06434},
eprinttype = {arXiv},
eprint = {1609.06434},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenSGHY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssp/YinGSC15,
author = {Ming Yin and
Junbin Gao and
Daming Shi and
Shuting Cai},
title = {Band-Level Correlation Noise Modeling for Wyner-Ziv Video Coding with
Gaussian Mixture Models},
journal = {Circuits Syst. Signal Process.},
volume = {34},
number = {7},
pages = {2237--2254},
year = {2015},
url = {https://doi.org/10.1007/s00034-014-9951-x},
doi = {10.1007/S00034-014-9951-X},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssp/YinGSC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/YinGC15,
author = {Ming Yin and
Junbin Gao and
Shuting Cai},
title = {Image super-resolution via 2D tensor regression learning},
journal = {Comput. Vis. Image Underst.},
volume = {132},
pages = {12--23},
year = {2015},
url = {https://doi.org/10.1016/j.cviu.2014.11.005},
doi = {10.1016/J.CVIU.2014.11.005},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cviu/YinGC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GuoGL15,
author = {Yi Guo and
Junbin Gao and
Feng Li},
title = {Random spatial subspace clustering},
journal = {Knowl. Based Syst.},
volume = {74},
pages = {106--118},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2014.11.006},
doi = {10.1016/J.KNOSYS.2014.11.006},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/GuoGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/WangSGJV15,
author = {Fengna Wang and
Hichem Sahli and
Junbin Gao and
Dongmei Jiang and
Werner Verhelst},
title = {Relevance units machine based dimensional and continuous speech emotion
prediction},
journal = {Multim. Tools Appl.},
volume = {74},
number = {22},
pages = {9983--10000},
year = {2015},
url = {https://doi.org/10.1007/s11042-014-2319-1},
doi = {10.1007/S11042-014-2319-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/WangSGJV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ZhangLZG15,
author = {Hongyang Zhang and
Zhouchen Lin and
Chao Zhang and
Junbin Gao},
title = {Relations Among Some Low-Rank Subspace Recovery Models},
journal = {Neural Comput.},
volume = {27},
number = {9},
pages = {1915--1950},
year = {2015},
url = {https://doi.org/10.1162/NECO\_a\_00762},
doi = {10.1162/NECO\_A\_00762},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/ZhangLZG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/XuLGWY15,
author = {Chunyan Xu and
Canyi Lu and
Junbin Gao and
Tianjiang Wang and
Shuicheng Yan},
title = {Facial Analysis With a Lie Group Kernel},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {25},
number = {7},
pages = {1140--1150},
year = {2015},
url = {https://doi.org/10.1109/TCSVT.2014.2365655},
doi = {10.1109/TCSVT.2014.2365655},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/XuLGWY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/XuLGZWY15,
author = {Chunyan Xu and
Canyi Lu and
Junbin Gao and
Wei Zheng and
Tianjiang Wang and
Shuicheng Yan},
title = {Discriminative Analysis for Symmetric Positive Definite Matrices on
Lie Groups},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {25},
number = {10},
pages = {1576--1585},
year = {2015},
url = {https://doi.org/10.1109/TCSVT.2015.2392472},
doi = {10.1109/TCSVT.2015.2392472},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/XuLGZWY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/Hong0GH15,
author = {Xia Hong and
Sheng Chen and
Junbin Gao and
Chris J. Harris},
title = {Nonlinear Identification Using Orthogonal Forward Regression With
Nested Optimal Regularization},
journal = {{IEEE} Trans. Cybern.},
volume = {45},
number = {12},
pages = {2925--2936},
year = {2015},
url = {https://doi.org/10.1109/TCYB.2015.2389524},
doi = {10.1109/TCYB.2015.2389524},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/Hong0GH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/JuSGHY15,
author = {Fujiao Ju and
Yanfeng Sun and
Junbin Gao and
Yongli Hu and
Baocai Yin},
title = {Image Outlier Detection and Feature Extraction via L1-Norm-Based 2D
Probabilistic {PCA}},
journal = {{IEEE} Trans. Image Process.},
volume = {24},
number = {12},
pages = {4834--4846},
year = {2015},
url = {https://doi.org/10.1109/TIP.2015.2469136},
doi = {10.1109/TIP.2015.2469136},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/JuSGHY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/YinGLSG15,
author = {Ming Yin and
Junbin Gao and
Zhouchen Lin and
Qinfeng Shi and
Yi Guo},
title = {Dual Graph Regularized Latent Low-Rank Representation for Subspace
Clustering},
journal = {{IEEE} Trans. Image Process.},
volume = {24},
number = {12},
pages = {4918--4933},
year = {2015},
url = {https://doi.org/10.1109/TIP.2015.2472277},
doi = {10.1109/TIP.2015.2472277},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/YinGLSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HongG0Z15,
author = {Xia Hong and
Junbin Gao and
Sheng Chen and
Tanveer A. Zia},
title = {Sparse Density Estimation on the Multinomial Manifold},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {11},
pages = {2972--2977},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2015.2389273},
doi = {10.1109/TNNLS.2015.2389273},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/HongG0Z15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TanSHSGHZ15,
author = {Mingkui Tan and
Qinfeng Shi and
Anton van den Hengel and
Chunhua Shen and
Junbin Gao and
Fuyuan Hu and
Zhen Zhang},
title = {Learning graph structure for multi-label image classification via
clique generation},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {4100--4109},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7299037},
doi = {10.1109/CVPR.2015.7299037},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TanSHSGHZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/TierneyGG15,
author = {Stephen Tierney and
Yi Guo and
Junbin Gao},
title = {Selective Multi-Source Total Variation Image Restoration},
booktitle = {2015 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2015, Adelaide, Australia, November 23-25,
2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DICTA.2015.7371306},
doi = {10.1109/DICTA.2015.7371306},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/dicta/TierneyGG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsci/FuGZ15,
author = {Yifan Fu and
Junbin Gao and
Xingquan Zhu},
editor = {Chengqi Zhang and
Wei Huang and
Yong Shi and
Philip S. Yu and
Yangyong Zhu and
Yingjie Tian and
Peng Zhang and
Jing He},
title = {Active Class Discovery by Querying Pairwise Label Homogeneity},
booktitle = {Data Science - Second International Conference, {ICDS} 2015 Sydney,
Australia, August 8-9, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9208},
pages = {135--140},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24474-7\_19},
doi = {10.1007/978-3-319-24474-7\_19},
timestamp = {Mon, 08 May 2023 14:38:37 +0200},
biburl = {https://dblp.org/rec/conf/icdsci/FuGZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsci/SoomroG15,
author = {Toufique Ahmed Soomro and
Junbin Gao},
editor = {Chengqi Zhang and
Wei Huang and
Yong Shi and
Philip S. Yu and
Yangyong Zhu and
Yingjie Tian and
Peng Zhang and
Jing He},
title = {Study of the Noise Level in the Colour Fundus Images},
booktitle = {Data Science - Second International Conference, {ICDS} 2015 Sydney,
Australia, August 8-9, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9208},
pages = {159--168},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24474-7\_22},
doi = {10.1007/978-3-319-24474-7\_22},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdsci/SoomroG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GuoGLTY15,
author = {Yi Guo and
Junbin Gao and
Feng Li and
Stephen Tierney and
Ming Yin},
title = {Low rank sequential subspace clustering},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280328},
doi = {10.1109/IJCNN.2015.7280328},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/GuoGLTY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HongG15a,
author = {Xia Hong and
Junbin Gao},
title = {Sparse density estimation on multinomial manifold combining local
component analysis},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280301},
doi = {10.1109/IJCNN.2015.7280301},
timestamp = {Thu, 19 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HongG15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FuGHT15,
author = {Yifan Fu and
Junbin Gao and
Xia Hong and
David Tien},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Low Rank Representation on Riemannian Manifold of Symmetric Positive
Definite Matrices},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {316--324},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.36},
doi = {10.1137/1.9781611974010.36},
timestamp = {Thu, 19 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FuGHT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/securecomm/ChowdhuryGC15,
author = {Mozammel Chowdhury and
Junbin Gao and
Morshed U. Chowdhury},
editor = {Bhavani Thuraisingham and
XiaoFeng Wang and
Vinod Yegneswaran},
title = {Image Spam Classification Using Neural Network},
booktitle = {Security and Privacy in Communication Networks - 11th International
Conference, SecureComm 2015, Dallas, TX, USA, October 26-29, 2015,
Revised Selected Papers},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {164},
pages = {622--632},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28865-9\_41},
doi = {10.1007/978-3-319-28865-9\_41},
timestamp = {Wed, 29 Jun 2022 15:37:43 +0200},
biburl = {https://dblp.org/rec/conf/securecomm/ChowdhuryGC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/securecomm/ChowdhuryGI15,
author = {Mozammel Chowdhury and
Junbin Gao and
Rafiqul Islam},
editor = {Bhavani Thuraisingham and
XiaoFeng Wang and
Vinod Yegneswaran},
title = {Human Surveillance System for Security Application},
booktitle = {Security and Privacy in Communication Networks - 11th International
Conference, SecureComm 2015, Dallas, TX, USA, October 26-29, 2015,
Revised Selected Papers},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {164},
pages = {711--724},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28865-9\_47},
doi = {10.1007/978-3-319-28865-9\_47},
timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/securecomm/ChowdhuryGI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/SalehinZG15,
author = {Md. Musfequs Salehin and
Lihong Zheng and
Junbin Gao},
editor = {Jos{\'{e}} Braz and
Sebastiano Battiato and
Francisco H. Imai},
title = {Conics Detection Method based on Pascal's Theorem},
booktitle = {{VISAPP} 2015 - Proceedings of the 10th International Conference on
Computer Vision Theory and Applications, Volume 1, Berlin, Germany,
11-14 March, 2015},
pages = {491--497},
publisher = {SciTePress},
year = {2015},
url = {https://doi.org/10.5220/0005299804910497},
doi = {10.5220/0005299804910497},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visapp/SalehinZG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TanXGXHS15,
author = {Mingkui Tan and
Shijie Xiao and
Junbin Gao and
Dong Xu and
Anton van den Hengel and
Qinfeng Shi},
title = {Scalable Nuclear-norm Minimization by Subspace Pursuit Proximal Riemannian
Gradient},
journal = {CoRR},
volume = {abs/1503.02828},
year = {2015},
url = {http://arxiv.org/abs/1503.02828},
eprinttype = {arXiv},
eprint = {1503.02828},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TanXGXHS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SunGHMY15,
author = {Yanfeng Sun and
Junbin Gao and
Xia Hong and
Bamdev Mishra and
Baocai Yin},
title = {Heterogeneous Tensor Decomposition for Clustering via Manifold Optimization},
journal = {CoRR},
volume = {abs/1504.01777},
year = {2015},
url = {http://arxiv.org/abs/1504.01777},
eprinttype = {arXiv},
eprint = {1504.01777},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SunGHMY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangHGSY15,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Kernelized Low Rank Representation on Grassmann Manifolds},
journal = {CoRR},
volume = {abs/1504.01806},
year = {2015},
url = {http://arxiv.org/abs/1504.01806},
eprinttype = {arXiv},
eprint = {1504.01806},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangHGSY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangHGSY15a,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
title = {Low Rank Representation on Grassmann Manifolds: An Extrinsic Perspective},
journal = {CoRR},
volume = {abs/1504.01807},
year = {2015},
url = {http://arxiv.org/abs/1504.01807},
eprinttype = {arXiv},
eprint = {1504.01807},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangHGSY15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TierneyGG15,
author = {Stephen Tierney and
Yi Guo and
Junbin Gao},
title = {Segmentation of Subspaces in Sequential Data},
journal = {CoRR},
volume = {abs/1504.04090},
year = {2015},
url = {http://arxiv.org/abs/1504.04090},
eprinttype = {arXiv},
eprint = {1504.04090},
timestamp = {Thu, 20 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/TierneyGG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FuGHT15,
author = {Yifan Fu and
Junbin Gao and
Xia Hong and
David Tien},
title = {Low Rank Representation on Riemannian Manifold of Square Root Densities},
journal = {CoRR},
volume = {abs/1508.04198},
year = {2015},
url = {http://arxiv.org/abs/1508.04198},
eprinttype = {arXiv},
eprint = {1508.04198},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FuGHT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Hong0GG15,
author = {Xia Hong and
Sheng Chen and
Yi Guo and
Junbin Gao},
title = {l1-norm Penalized Orthogonal Forward Regression},
journal = {CoRR},
volume = {abs/1509.01323},
year = {2015},
url = {http://arxiv.org/abs/1509.01323},
eprinttype = {arXiv},
eprint = {1509.01323},
timestamp = {Thu, 20 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/Hong0GG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenSGH15,
author = {Haoran Chen and
Yanfeng Sun and
Junbin Gao and
Yongli Hu},
title = {Fast Optimization Algorithm on Riemannian Manifolds and Its Application
in Low-Rank Representation},
journal = {CoRR},
volume = {abs/1512.01927},
year = {2015},
url = {http://arxiv.org/abs/1512.01927},
eprinttype = {arXiv},
eprint = {1512.01927},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenSGH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/acisc/CuiLPPGK14,
author = {Lizhi Cui and
Zhihao Ling and
Josiah Poon and
Simon K. Poon and
Junbin Gao and
Paul Wing Hing Kwan},
title = {A Decomposition Model for {HPLC-DAD} Data Set and Its Solution by
Particle Swarm Optimization},
journal = {Appl. Comput. Intell. Soft Comput.},
volume = {2014},
pages = {276741:1--276741:10},
year = {2014},
url = {https://doi.org/10.1155/2014/276741},
doi = {10.1155/2014/276741},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/acisc/CuiLPPGK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/CuiPPCGKFL14,
author = {Lizhi Cui and
Josiah Poon and
Simon K. Poon and
Hao Chen and
Junbin Gao and
Paul Wing Hing Kwan and
Kei Fan and
Zhihao Ling},
title = {An improved independent component analysis model for 3D chromatogram
separation and its solution by multi-areas genetic algorithm},
journal = {{BMC} Bioinform.},
volume = {15},
number = {{S-12}},
pages = {S8},
year = {2014},
url = {https://doi.org/10.1186/1471-2105-15-S12-S8},
doi = {10.1186/1471-2105-15-S12-S8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/CuiPPCGKFL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/GuoBG14,
author = {Yi Guo and
Mark Berman and
Junbin Gao},
title = {Group subset selection for linear regression},
journal = {Comput. Stat. Data Anal.},
volume = {75},
pages = {39--52},
year = {2014},
url = {https://doi.org/10.1016/j.csda.2014.02.005},
doi = {10.1016/J.CSDA.2014.02.005},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csda/GuoBG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HongGJH14,
author = {Xia Hong and
Junbin Gao and
Xinwei Jiang and
Chris J. Harris},
title = {Fast identification algorithms for Gaussian process model},
journal = {Neurocomputing},
volume = {133},
pages = {25--31},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.11.035},
doi = {10.1016/J.NEUCOM.2013.11.035},
timestamp = {Thu, 19 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HongGJH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiuLSG14,
author = {Risheng Liu and
Zhouchen Lin and
Zhixun Su and
Junbin Gao},
title = {Linear time Principal Component Pursuit and its extensions using {\(\mathscr{l}\)}\({}_{\mbox{1}}\)
filtering},
journal = {Neurocomputing},
volume = {142},
pages = {529--541},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2014.03.046},
doi = {10.1016/J.NEUCOM.2014.03.046},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LiuLSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangLZG14,
author = {Hongyang Zhang and
Zhouchen Lin and
Chao Zhang and
Junbin Gao},
title = {Robust latent low rank representation for subspace clustering},
journal = {Neurocomputing},
volume = {145},
pages = {369--373},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2014.05.022},
doi = {10.1016/J.NEUCOM.2014.05.022},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ZhangLZG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/YinGTC14,
author = {Ming Yin and
Junbin Gao and
David Tien and
Shuting Cai},
title = {Blind image deblurring via coupled sparse representation},
journal = {J. Vis. Commun. Image Represent.},
volume = {25},
number = {5},
pages = {814--821},
year = {2014},
url = {https://doi.org/10.1016/j.jvcir.2014.02.003},
doi = {10.1016/J.JVCIR.2014.02.003},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jvcir/YinGTC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/TongGNSS14,
author = {Bin Tong and
Junbin Gao and
Thach Huy Nguyen and
Hao Shao and
Einoshin Suzuki},
title = {Transfer dimensionality reduction by Gaussian process in parallel},
journal = {Knowl. Inf. Syst.},
volume = {38},
number = {3},
pages = {567--597},
year = {2014},
url = {https://doi.org/10.1007/s10115-012-0601-y},
doi = {10.1007/S10115-012-0601-Y},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/TongGNSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/PiaoHSYG14,
author = {Xinglin Piao and
Yongli Hu and
Yanfeng Sun and
Baocai Yin and
Junbin Gao},
title = {Correlated Spatio-Temporal Data Collection in Wireless Sensor Networks
Based on Low Rank Matrix Approximation and Optimized Node Sampling},
journal = {Sensors},
volume = {14},
number = {12},
pages = {23137--23158},
year = {2014},
url = {https://doi.org/10.3390/s141223137},
doi = {10.3390/S141223137},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/PiaoHSYG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/JiangGWS14,
author = {Xinwei Jiang and
Junbin Gao and
Tianjiang Wang and
Daming Shi},
title = {{TPSLVM:} {A} Dimensionality Reduction Algorithm Based On Thin Plate
Splines},
journal = {{IEEE} Trans. Cybern.},
volume = {44},
number = {10},
pages = {1795--1807},
year = {2014},
url = {https://doi.org/10.1109/TCYB.2013.2295329},
doi = {10.1109/TCYB.2013.2295329},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/JiangGWS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/XuWGCTL14,
author = {Chunyan Xu and
Tianjiang Wang and
Junbin Gao and
Shougang Cao and
Wenbing Tao and
Fang Liu},
title = {An Ordered-Patch-Based Image Classification Approach on the Image
Grassmannian Manifold},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {25},
number = {4},
pages = {728--737},
year = {2014},
url = {https://doi.org/10.1109/TNNLS.2013.2280752},
doi = {10.1109/TNNLS.2013.2280752},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/XuWGCTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/0001HGH14,
author = {Sheng Chen and
Xia Hong and
Junbin Gao and
Chris J. Harris},
title = {Complex-Valued B-Spline Neural Networks for Modeling and Inverting
Hammerstein Systems},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {25},
number = {9},
pages = {1673--1685},
year = {2014},
url = {https://doi.org/10.1109/TNNLS.2014.2298535},
doi = {10.1109/TNNLS.2014.2298535},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/0001HGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/WangHGSY14,
author = {Boyue Wang and
Yongli Hu and
Junbin Gao and
Yanfeng Sun and
Baocai Yin},
editor = {Daniel Cremers and
Ian D. Reid and
Hideo Saito and
Ming{-}Hsuan Yang},
title = {Low Rank Representation on Grassmann Manifolds},
booktitle = {Computer Vision - {ACCV} 2014 - 12th Asian Conference on Computer
Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9003},
pages = {81--96},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-16865-4\_6},
doi = {10.1007/978-3-319-16865-4\_6},
timestamp = {Sat, 30 Sep 2023 09:33:19 +0200},
biburl = {https://dblp.org/rec/conf/accv/WangHGSY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/CuiPPKGL14,
author = {Lizhi Cui and
Josiah Poon and
Simon K. Poon and
Paul Wing Hing Kwan and
Junbin Gao and
Zhihao Ling},
editor = {Huiru Jane Zheng and
Werner Dubitzky and
Xiaohua Hu and
Jin{-}Kao Hao and
Daniel P. Berrar and
Kwang{-}Hyun Cho and
Yadong Wang and
David R. Gilbert},
title = {Separation model of Generalized Reference Curve Measurement for {HPLC-DAD}
and it solution by multi-target Bare Bones Particle Swarm Optimization},
booktitle = {2014 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2014, Belfast, United Kingdom, November 2-5, 2014},
pages = {26--29},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BIBM.2014.6999316},
doi = {10.1109/BIBM.2014.6999316},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/CuiPPKGL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TierneyGG14,
author = {Stephen Tierney and
Junbin Gao and
Yi Guo},
title = {Subspace Clustering for Sequential Data},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {1019--1026},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.134},
doi = {10.1109/CVPR.2014.134},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TierneyGG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/BullGA14,
author = {Geoff Bull and
Junbin Gao and
Michael Antolovich},
title = {Image Segmentation Using Dictionary Learning and Compressed Random
Features},
booktitle = {2014 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2014, Wollongong, New South Wales, Australia,
November 25-27, 2014},
pages = {1--8},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DICTA.2014.7008112},
doi = {10.1109/DICTA.2014.7008112},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/dicta/BullGA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/ShaoGWLSY14,
author = {Guangpu Shao and
Junbin Gao and
Tianjiang Wang and
Fang Liu and
Yucheng Shu and
Yong Yang},
title = {Image Segmentation Based on Spatially Coherent Gaussian Mixture Model},
booktitle = {2014 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2014, Wollongong, New South Wales, Australia,
November 25-27, 2014},
pages = {1--6},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DICTA.2014.7008111},
doi = {10.1109/DICTA.2014.7008111},
timestamp = {Mon, 28 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dicta/ShaoGWLSY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/TierneyGG14,
author = {Stephen Tierney and
Junbin Gao and
Yi Guo},
title = {The W-Penalty and Its Application to Alpha Matting with Sparse Labels},
booktitle = {2014 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2014, Wollongong, New South Wales, Australia,
November 25-27, 2014},
pages = {1--7},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DICTA.2014.7008132},
doi = {10.1109/DICTA.2014.7008132},
timestamp = {Thu, 20 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dicta/TierneyGG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/TierneyGG14a,
author = {Stephen Tierney and
Junbin Gao and
Yi Guo},
title = {Affinity Pansharpening and Image Fusion},
booktitle = {2014 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2014, Wollongong, New South Wales, Australia,
November 25-27, 2014},
pages = {1--8},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DICTA.2014.7008094},
doi = {10.1109/DICTA.2014.7008094},
timestamp = {Thu, 20 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dicta/TierneyGG14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YinGSC14,
author = {Ming Yin and
Junbin Gao and
Yanfeng Sun and
Shuting Cai},
title = {Blocky artifact removal with low-rank matrix recovery},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {1996--2000},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6853948},
doi = {10.1109/ICASSP.2014.6853948},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YinGSC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FuGHT14,
author = {Yifan Fu and
Junbin Gao and
Xia Hong and
David Tien},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Tensor Regression Based on Linked Multiway Parameter Analysis},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {821--826},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.37},
doi = {10.1109/ICDM.2014.37},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FuGHT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LetchfordGZ14,
author = {Adrian Letchford and
Junbin Gao and
Lihong Zheng},
title = {Smoothing Security Prices},
booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
Stockholm, Sweden, August 24-28, 2014},
pages = {1037--1042},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICPR.2014.188},
doi = {10.1109/ICPR.2014.188},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/LetchfordGZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SunGHGH14,
author = {Yanfeng Sun and
Junbin Gao and
Xia Hong and
Yi Guo and
Chris J. Harris},
title = {Dimensionality reduction assisted tensor clustering},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {1565--1572},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889385},
doi = {10.1109/IJCNN.2014.6889385},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SunGHGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FuGTL14,
author = {Yifan Fu and
Junbin Gao and
David Tien and
Zhouchen Lin},
title = {Tensor {LRR} based subspace clustering},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {1877--1884},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889472},
doi = {10.1109/IJCNN.2014.6889472},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FuGTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ShaoGWLSY14,
author = {Guangpu Shao and
Junbin Gao and
Tianjiang Wang and
Fang Liu and
Yucheng Shu and
Yong Yang},
title = {Fuzzy c-means clustering with a new regularization term for image
segmentation},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {2862--2869},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889386},
doi = {10.1109/IJCNN.2014.6889386},
timestamp = {Mon, 28 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ShaoGWLSY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FuGSH14,
author = {Yifan Fu and
Junbin Gao and
Yanfeng Sun and
Xia Hong},
title = {Joint multiple dictionary learning for Tensor sparse coding},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {2957--2964},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889490},
doi = {10.1109/IJCNN.2014.6889490},
timestamp = {Thu, 19 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FuGSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YinGG14,
author = {Ming Yin and
Yi Guo and
Junbin Gao},
title = {Linear Subspace Learning via sparse dimension reduction},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {3540--3547},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889461},
doi = {10.1109/IJCNN.2014.6889461},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YinGG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JiangGHC14,
author = {Xinwei Jiang and
Junbin Gao and
Xia Hong and
Zhihua Cai},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Gaussian Processes Autoencoder for Dimensionality Reduction},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8444},
pages = {62--73},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06605-9\_6},
doi = {10.1007/978-3-319-06605-9\_6},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/JiangGHC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/BullGA14a,
author = {Geoff Bull and
Junbin Gao and
Michael Antolovich},
editor = {Sebastiano Battiato and
Sabine Coquillart and
Julien Pettr{\'{e}} and
Robert S. Laramee and
Andreas Kerren and
Jos{\'{e}} Braz},
title = {Rock Fragment Boundary Detection Using Compressed Random Features},
booktitle = {Computer Vision, Imaging and Computer Graphics - Theory and Applications
- International Joint Conference, {VISIGRAPP} 2014, Lisbon, Portugal,
January 5-8, 2014, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {550},
pages = {273--286},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-25117-2\_17},
doi = {10.1007/978-3-319-25117-2\_17},
timestamp = {Tue, 04 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/visapp/BullGA14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/BullGA14,
author = {Geoff Bull and
Junbin Gao and
Michael Antolovich},
editor = {Sebastiano Battiato and
Jos{\'{e}} Braz},
title = {Delineation of Rock Fragments by Classification of Image Patches using
Compressed Random Features},
booktitle = {{VISAPP} 2014 - Proceedings of the 9th International Conference on
Computer Vision Theory and Applications, Volume 1, Lisbon, Portugal,
5-8 January, 2014},
pages = {394--401},
publisher = {SciTePress},
year = {2014},
url = {https://doi.org/10.5220/0004743203940401},
doi = {10.5220/0004743203940401},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visapp/BullGA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangLZG14,
author = {Hongyang Zhang and
Zhouchen Lin and
Chao Zhang and
Junbin Gao},
title = {Relations among Some Low Rank Subspace Recovery Models},
journal = {CoRR},
volume = {abs/1412.2196},
year = {2014},
url = {http://arxiv.org/abs/1412.2196},
eprinttype = {arXiv},
eprint = {1412.2196},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangLZG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HongG0H13,
author = {Xia Hong and
Junbin Gao and
Sheng Chen and
Chris J. Harris},
title = {Particle swarm optimisation assisted classification using elastic
net prefiltering},
journal = {Neurocomputing},
volume = {122},
pages = {210--220},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2013.06.030},
doi = {10.1016/J.NEUCOM.2013.06.030},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HongG0H13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/LetchfordGZ13,
author = {Adrian Letchford and
Junbin Gao and
Lihong Zheng},
title = {Filtering financial time series by least squares},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {4},
number = {2},
pages = {149--154},
year = {2013},
url = {https://doi.org/10.1007/s13042-012-0081-0},
doi = {10.1007/S13042-012-0081-0},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/LetchfordGZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ChengNGS13,
author = {Dansong Cheng and
Minh Nhut Nguyen and
Junbin Gao and
Daming Shi},
title = {On the construction of the relevance vector machine based on Bayesian
Ying-Yang harmony learning},
journal = {Neural Networks},
volume = {48},
pages = {173--179},
year = {2013},
url = {https://doi.org/10.1016/j.neunet.2013.08.005},
doi = {10.1016/J.NEUNET.2013.08.005},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/ChengNGS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ShiGRAC13,
author = {Daming Shi and
Junbin Gao and
Payam S. Rahmdel and
Michael Antolovich and
Tony Clark},
title = {{UND:} Unite-and-Divide Method in Fourier and Radon Domains for Line
Segment Detection},
journal = {{IEEE} Trans. Image Process.},
volume = {22},
number = {6},
pages = {2500--2505},
year = {2013},
url = {https://doi.org/10.1109/TIP.2013.2246522},
doi = {10.1109/TIP.2013.2246522},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/ShiGRAC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/GuoGS13,
author = {Yi Guo and
Junbin Gao and
Yanfeng Sun},
editor = {Hiroshi Motoda and
Zhaohui Wu and
Longbing Cao and
Osmar R. Za{\"{\i}}ane and
Min Yao and
Wei Wang},
title = {Endmember Extraction by Exemplar Finder},
booktitle = {Advanced Data Mining and Applications - 9th International Conference,
{ADMA} 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {8347},
pages = {501--512},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-53917-6\_45},
doi = {10.1007/978-3-642-53917-6\_45},
timestamp = {Tue, 01 Feb 2022 13:00:44 +0100},
biburl = {https://dblp.org/rec/conf/adma/GuoGS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/CuiPPFCGKL13,
author = {Lizhi Cui and
Josiah Poon and
Simon K. Poon and
Kei Fan and
Hao Chen and
Junbin Gao and
Paul Wing Hing Kwan and
Zhihao Ling},
editor = {Guo{-}Zheng Li and
Sunghoon Kim and
Michael Hughes and
Geoffrey J. McLachlan and
Hongye Sun and
Xiaohua Hu and
Habtom W. Ressom and
Baoyan Liu and
Michael N. Liebman},
title = {Parallel model of independent component analysis constrained by reference
curves for {HPLC-DAD} and its solution by multi-areas genetic algorithm},
booktitle = {2013 {IEEE} International Conference on Bioinformatics and Biomedicine,
Shanghai, China, December 18-21, 2013},
pages = {27--28},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BIBM.2013.6732631},
doi = {10.1109/BIBM.2013.6732631},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/CuiPPFCGKL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/TierneyBG13,
author = {Stephen Tierney and
Geoff Bull and
Junbin Gao},
title = {Image Matting for Sparse User Input by Iterative Refinement},
booktitle = {2013 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2013, Hobart, Australia, November 26-28,
2013},
pages = {1--7},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/DICTA.2013.6691499},
doi = {10.1109/DICTA.2013.6691499},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/dicta/TierneyBG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsp/HongG0G13,
author = {Xia Hong and
Yi Guo and
Sheng Chen and
Junbin Gao},
title = {Sparse model construction using coordinate descent optimization},
booktitle = {18th International Conference on Digital Signal Processing, {DSP}
2013, Fira, Santorini, Greece, July 1-3, 2013},
pages = {1--6},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICDSP.2013.6622775},
doi = {10.1109/ICDSP.2013.6622775},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdsp/HongG0G13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/GaoGY13,
author = {Junbin Gao and
Yi Guo and
Ming Yin},
title = {Restricted Boltzmann machine approach to couple dictionary training
for image super-resolution},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2013,
Melbourne, Australia, September 15-18, 2013},
pages = {499--503},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICIP.2013.6738103},
doi = {10.1109/ICIP.2013.6738103},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/GaoGY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/YinCG13,
author = {Ming Yin and
Shuting Cai and
Junbin Gao},
title = {Robust face recognition via double low-rank matrix recovery for feature
extraction},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2013,
Melbourne, Australia, September 15-18, 2013},
pages = {3770--3774},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICIP.2013.6738777},
doi = {10.1109/ICIP.2013.6738777},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/YinCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GuoGL13,
author = {Yi Guo and
Junbin Gao and
Feng Li},
title = {Large scale hyperspectral data segmentation by random spatial subspace
clustering},
booktitle = {2013 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2013, Melbourne, Australia, July 21-26, 2013},
pages = {3487--3490},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IGARSS.2013.6723580},
doi = {10.1109/IGARSS.2013.6723580},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/GuoGL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GuoGL13,
author = {Yi Guo and
Junbin Gao and
Feng Li},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Dimensionality Reduction with Dimension Selection},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7818},
pages = {508--519},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37453-1\_42},
doi = {10.1007/978-3-642-37453-1\_42},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GuoGL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/GaoSC12,
author = {Junbin Gao and
Qinfeng Shi and
Tib{\'{e}}rio S. Caetano},
title = {Dimensionality reduction via compressive sensing},
journal = {Pattern Recognit. Lett.},
volume = {33},
number = {9},
pages = {1163--1170},
year = {2012},
url = {https://doi.org/10.1016/j.patrec.2012.02.007},
doi = {10.1016/J.PATREC.2012.02.007},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/GaoSC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/JiangGWZ12,
author = {Xinwei Jiang and
Junbin Gao and
Tianjiang Wang and
Lihong Zheng},
title = {Supervised Latent Linear Gaussian Process Latent Variable Model for
Dimensionality Reduction},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {42},
number = {6},
pages = {1620--1632},
year = {2012},
url = {https://doi.org/10.1109/TSMCB.2012.2196995},
doi = {10.1109/TSMCB.2012.2196995},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/JiangGWZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/GuoGH12,
author = {Yi Guo and
Junbin Gao and
Xia Hong},
editor = {Michael Thielscher and
Dongmo Zhang},
title = {Constrained Grouped Sparsity},
booktitle = {{AI} 2012: Advances in Artificial Intelligence - 25th Australasian
Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7691},
pages = {433--444},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35101-3\_37},
doi = {10.1007/978-3-642-35101-3\_37},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/GuoGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/BullG12,
author = {Geoff Bull and
Junbin Gao},
title = {Transposed Low Rank Representation for Image Classification},
booktitle = {2012 International Conference on Digital Image Computing Techniques
and Applications, {DICTA} 2012, Fremantle, Australia, December 3-5,
2012},
pages = {1--7},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/DICTA.2012.6411718},
doi = {10.1109/DICTA.2012.6411718},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/dicta/BullG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/TierneyG12,
author = {Stephen Tierney and
Junbin Gao},
title = {Natural Image Matting with Total Variation Regularisation},
booktitle = {2012 International Conference on Digital Image Computing Techniques
and Applications, {DICTA} 2012, Fremantle, Australia, December 3-5,
2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/DICTA.2012.6411686},
doi = {10.1109/DICTA.2012.6411686},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dicta/TierneyG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PaulGA12,
author = {Manoranjan Paul and
Junbin Gao and
Michael Antolovich},
title = {3D motion estimation for 3D video coding},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {1189--1192},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288100},
doi = {10.1109/ICASSP.2012.6288100},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/PaulGA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/GaoPL12,
author = {Junbin Gao and
Manoranjan Paul and
Jun Liu},
title = {The Image Matting Method with Regularized Matte},
booktitle = {Proceedings of the 2012 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2012, Melbourne, Australia, July 9-13, 2012},
pages = {550--555},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICME.2012.182},
doi = {10.1109/ICME.2012.182},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/GaoPL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JiangGSW12,
author = {Xinwei Jiang and
Junbin Gao and
Daming Shi and
Tianjiang Wang},
title = {Thin Plate Spline Latent Variable Models for dimensionality reduction},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252514},
doi = {10.1109/IJCNN.2012.6252514},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/JiangGSW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LetchfordGZ12,
author = {Adrian Letchford and
Junbin Gao and
Lihong Zheng},
title = {Optimizing the moving average},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252797},
doi = {10.1109/IJCNN.2012.6252797},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LetchfordGZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RahmanIBG12,
author = {Md. Geaur Rahman and
Md Zahidul Islam and
Terry Bossomaier and
Junbin Gao},
title = {{CAIRAD:} {A} co-appearance based analysis for Incorrect Records and
Attribute-values Detection},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--10},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252669},
doi = {10.1109/IJCNN.2012.6252669},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RahmanIBG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/PoonPMZKZLGLCS11,
author = {Simon K. Poon and
Josiah Poon and
Martin McGrane and
Xuezhong Zhou and
Paul Wing Hing Kwan and
Runsun Zhang and
Baoyan Liu and
Junbin Gao and
Clement Loy and
Kelvin Chan and
Daniel Man{-}yuen Sze},
title = {A novel approach in discovering significant interactions from {TCM}
patient prescription data},
journal = {Int. J. Data Min. Bioinform.},
volume = {5},
number = {4},
pages = {353--368},
year = {2011},
url = {https://doi.org/10.1504/IJDMB.2011.041553},
doi = {10.1504/IJDMB.2011.041553},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdmb/PoonPMZKZLGLCS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/KwanKGT11,
author = {Paul Wing Hing Kwan and
Keisuke Kameyama and
Junbin Gao and
Kazuo Toraichi},
title = {Content-Based Image Retrieval of Cultural Heritage Symbols by Interaction
of Visual Perspectives},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {25},
number = {5},
pages = {643--673},
year = {2011},
url = {https://doi.org/10.1142/S0218001411008816},
doi = {10.1142/S0218001411008816},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijprai/KwanKGT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/LetchfordGZ11,
author = {Adrian Letchford and
Junbin Gao and
Lihong Zheng},
editor = {Dianhui Wang and
Mark Reynolds},
title = {Penalized Least Squares for Smoothing Financial Time Series},
booktitle = {{AI} 2011: Advances in Artificial Intelligence - 24th Australasian
Joint Conference, Perth, Australia, December 5-8, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7106},
pages = {72--81},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25832-9\_8},
doi = {10.1007/978-3-642-25832-9\_8},
timestamp = {Fri, 02 Jul 2021 14:10:58 +0200},
biburl = {https://dblp.org/rec/conf/ausai/LetchfordGZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/PoonFPLCKZGZRS11,
author = {Simon K. Poon and
Kei Fan and
Josiah Poon and
Clement Loy and
Kelvin Chan and
Paul Wing Hing Kwan and
Xuezhong Zhou and
Junbin Gao and
Runsun Zhang and
Yinghui Runshun and
Daniel Man{-}yuen Sze},
title = {Analysis of herbal formulation in {TCM:} Infertility as a case study},
booktitle = {2011 {IEEE} International Conference on Bioinformatics and Biomedicine
Workshops, {BIBMW} 2011, Atlanta, GA, USA, November 12-15, 2011},
pages = {868--872},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/BIBMW.2011.6112488},
doi = {10.1109/BIBMW.2011.6112488},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/PoonFPLCKZGZRS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/BullG11,
author = {Geoff Bull and
Junbin Gao},
editor = {Andrew P. Bradley and
Paul T. Jackway},
title = {Classification of Hand-Written Digits Using Chordiograms},
booktitle = {2011 International Conference on Digital Image Computing: Techniques
and Applications (DICTA), Noosa, QLD, Australia, December 6-8, 2011},
pages = {358--363},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/DICTA.2011.67},
doi = {10.1109/DICTA.2011.67},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dicta/BullG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/Gao11,
author = {Junbin Gao},
editor = {Andrew P. Bradley and
Paul T. Jackway},
title = {Image Matting via Local Tangent Space Alignment},
booktitle = {2011 International Conference on Digital Image Computing: Techniques
and Applications (DICTA), Noosa, QLD, Australia, December 6-8, 2011},
pages = {614--619},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/DICTA.2011.109},
doi = {10.1109/DICTA.2011.109},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dicta/Gao11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Gao11,
author = {Junbin Gao},
title = {Multi-task beta process sparse kernel machines},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {153--158},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033214},
doi = {10.1109/IJCNN.2011.6033214},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Gao11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GuoG11,
author = {Yi Guo and
Junbin Gao},
editor = {Joshua Zhexue Huang and
Longbing Cao and
Jaideep Srivastava},
title = {Local Feature Based Tensor Kernel for Image Manifold Learning},
booktitle = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6635},
pages = {544--554},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20847-8\_45},
doi = {10.1007/978-3-642-20847-8\_45},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GuoG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rvsp/GeMAG11,
author = {Fenglu Ge and
Wayne Moore and
Michael Antolovich and
Junbin Gao},
editor = {Tien{-}Szu Pan and
Mong{-}Fong Horng and
Jianrong Tan and
Jeng{-}Shyang Pan},
title = {Application of Learning from Demonstration to a Mining Tunnel Inspection
Robot},
booktitle = {First International Conference on Robot, Vision and Signal Processing,
{RVSP} 2011, Kaohsiung City, Taiwan, November 21-23, 2011},
pages = {32--35},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/RVSP.2011.75},
doi = {10.1109/RVSP.2011.75},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/rvsp/GeMAG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TongGTS11,
author = {Bin Tong and
Junbin Gao and
Thach Huy Nguyen and
Einoshin Suzuki},
title = {Gaussian Process for Dimensionality Reduction in Transfer Learning},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {783--794},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.67},
doi = {10.1137/1.9781611972818.67},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TongGTS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/KwanGGK10,
author = {Paul Wing Hing Kwan and
Junbin Gao and
Yi Guo and
Keisuke Kameyama},
title = {A Learning Framework for Adaptive Fingerprint Identification Using
Relevance Feedback},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {24},
number = {1},
pages = {15--38},
year = {2010},
url = {https://doi.org/10.1142/S0218001410007841},
doi = {10.1142/S0218001410007841},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijprai/KwanGGK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/GaoKS10,
author = {Junbin Gao and
Paul Wing Hing Kwan and
Daming Shi},
title = {Sparse kernel learning with {LASSO} and Bayesian inference algorithm},
journal = {Neural Networks},
volume = {23},
number = {2},
pages = {257--264},
year = {2010},
url = {https://doi.org/10.1016/j.neunet.2009.07.001},
doi = {10.1016/J.NEUNET.2009.07.001},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/GaoKS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GaoZT10,
author = {Junbin Gao and
Jun Zhang and
David Tien},
title = {Relevance units latent variable model and nonlinear dimensionality
reduction},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {1},
pages = {123--135},
year = {2010},
url = {https://doi.org/10.1109/TNN.2009.2034964},
doi = {10.1109/TNN.2009.2034964},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/GaoZT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/CookG10,
author = {Lennon V. Cook and
Junbin Gao},
editor = {Jiuyong Li},
title = {Dimensionality Reduction for Classification through Visualisation
Using {L1SNE}},
booktitle = {{AI} 2010: Advances in Artificial Intelligence - 23rd Australasian
Joint Conference, Adelaide, Australia, December 7-10, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6464},
pages = {204--212},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17432-2\_21},
doi = {10.1007/978-3-642-17432-2\_21},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/CookG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/McGranePPCLZZLK10,
author = {Martin McGrane and
Simon K. Poon and
Josiah Poon and
Kelvin Chan and
Clement Loy and
Xuezhong Zhou and
Runshun Zhang and
Baoyan Liu and
Paul Kwan and
Daniel Man{-}yuen Sze and
Junbin Gao},
title = {Analysis of synergistic and antagonistic effects of {TCM:} Cases on
diabetes and insomnia},
booktitle = {2010 {IEEE} International Conference on Bioinformatics and Biomedicine
Workshops, {BIBMW} 2010, Hong Kong, December 18, 2010},
pages = {620--624},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/BIBMW.2010.5703873},
doi = {10.1109/BIBMW.2010.5703873},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/McGranePPCLZZLK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/PoonPYCLZZLKSG10,
author = {Josiah Poon and
Simon K. Poon and
Dawei Yin and
Kelvin Chan and
Clement Loy and
Xuezhong Zhou and
Runshun Zhang and
Baoyan Liu and
Paul Kwan and
Daniel Man{-}yuen Sze and
Junbin Gao},
title = {Studying herb-herb interaction for insomnia through the theory of
complementarities},
booktitle = {2010 {IEEE} International Conference on Bioinformatics and Biomedicine
Workshops, {BIBMW} 2010, Hong Kong, December 18, 2010},
pages = {722--726},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/BIBMW.2010.5703897},
doi = {10.1109/BIBMW.2010.5703897},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/PoonPYCLZZLKSG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icarcv/ZhengGH10,
author = {Lihong Zheng and
Junbin Gao and
Xiangjian He},
title = {Efficient character segmentation on car license plates},
booktitle = {11th International Conference on Control, Automation, Robotics and
Vision, {ICARCV} 2010, Singapore, 7-10 December 2010, Proceedings},
pages = {1139--1144},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICARCV.2010.5707938},
doi = {10.1109/ICARCV.2010.5707938},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icarcv/ZhengGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JiangGWK10,
author = {Xinwei Jiang and
Junbin Gao and
Tianjiang Wang and
Paul Wing Hing Kwan},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {Learning Gradients with Gaussian Processes},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6119},
pages = {113--124},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_12},
doi = {10.1007/978-3-642-13672-6\_12},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/JiangGWK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GaoKG09,
author = {Junbin Gao and
Paul Wing Hing Kwan and
Yi Guo},
title = {Robust multivariate {L1} principal component analysis and dimensionality
reduction},
journal = {Neurocomputing},
volume = {72},
number = {4-6},
pages = {1242--1249},
year = {2009},
url = {https://doi.org/10.1016/j.neucom.2008.01.027},
doi = {10.1016/J.NEUCOM.2008.01.027},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/GaoKG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/GaoKH09,
author = {Junbin Gao and
Paul Wing Hing Kwan and
Xiaodi Huang},
title = {Comprehensive Analysis for the Local Fisher Discriminant Analysis},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {23},
number = {6},
pages = {1129--1143},
year = {2009},
url = {https://doi.org/10.1142/S0218001409007478},
doi = {10.1142/S0218001409007478},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijprai/GaoKH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/GuoGK09,
author = {Yi Guo and
Junbin Gao and
Paul Wing Hing Kwan},
editor = {Ann E. Nicholson and
Xiaodong Li},
title = {Regularized Kernel Local Linear Embedding on Dimensionality Reduction
for Non-vectorial Data},
booktitle = {{AI} 2009: Advances in Artificial Intelligence, 22nd Australasian
Joint Conference, Melbourne, Australia, December 1-4, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5866},
pages = {240--249},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-10439-8\_25},
doi = {10.1007/978-3-642-10439-8\_25},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/GuoGK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gem/OConnorGL09,
author = {Adrian O'Connor and
Junbin Gao and
John Louis},
editor = {Hamid R. Arabnia and
Ashu M. G. Solo},
title = {Termination Criteria for Evolutionary Algorithms},
booktitle = {Proceedings of the 2009 International Conference on Genetic and Evolutionary
Methods, {GEM} 2009, July 13-16, 2009, Las Vegas Nevada, {USA}},
pages = {35--42},
publisher = {{CSREA} Press},
year = {2009},
timestamp = {Thu, 05 Nov 2009 10:14:18 +0100},
biburl = {https://dblp.org/rec/conf/gem/OConnorGL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gem/OConnorGL09a,
author = {Adrian O'Connor and
Junbin Gao and
John Louis},
editor = {Hamid R. Arabnia and
Ashu M. G. Solo},
title = {Initiation of Evolutionary Algorithms},
booktitle = {Proceedings of the 2009 International Conference on Genetic and Evolutionary
Methods, {GEM} 2009, July 13-16, 2009, Las Vegas Nevada, {USA}},
pages = {73--78},
publisher = {{CSREA} Press},
year = {2009},
timestamp = {Thu, 05 Nov 2009 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gem/OConnorGL09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paisi/KwanGL09,
author = {Paul Wing Hing Kwan and
Junbin Gao and
Graham Leedham},
editor = {Hsinchun Chen and
Christopher C. Yang and
Michael Chau and
Shu{-}Hsing Li},
title = {A User-Centered Framework for Adaptive Fingerprint Identification},
booktitle = {Intelligence and Security Informatics, Pacific Asia Workshop, {PAISI}
2009, Bangkok, Thailand, April 27, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5477},
pages = {89--100},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01393-5\_10},
doi = {10.1007/978-3-642-01393-5\_10},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/paisi/KwanGL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GaoZ09,
author = {Junbin Gao and
Jun Zhang},
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {Sparse Kernel Learning and the Relevance Units Machine},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {612--619},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_60},
doi = {10.1007/978-3-642-01307-2\_60},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GaoZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Gao08,
author = {Junbin Gao},
title = {Robust {L1} Principal Component Analysis and Its Bayesian Variational
Inference},
journal = {Neural Comput.},
volume = {20},
number = {2},
pages = {555--572},
year = {2008},
url = {https://doi.org/10.1162/neco.2007.11-06-397},
doi = {10.1162/NECO.2007.11-06-397},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Gao08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GuoGK08,
author = {Yi Guo and
Junbin Gao and
Paul Wing Hing Kwan},
title = {Twin Kernel Embedding},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {30},
number = {8},
pages = {1490--1495},
year = {2008},
url = {https://doi.org/10.1109/TPAMI.2008.74},
doi = {10.1109/TPAMI.2008.74},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/GuoGK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/GaoAK08,
author = {Junbin Gao and
Michael Antolovich and
Paul Wing Hing Kwan},
editor = {Wayne Wobcke and
Mengjie Zhang},
title = {{L1} {LASSO} Modeling and Its Bayesian Inference},
booktitle = {{AI} 2008: Advances in Artificial Intelligence, 21st Australasian
Joint Conference on Artificial Intelligence, Auckland, New Zealand,
December 1-5, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5360},
pages = {318--324},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89378-3\_31},
doi = {10.1007/978-3-540-89378-3\_31},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/GaoAK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gem/OConnorGL08,
author = {Adrian O'Connor and
Junbin Gao and
John Louis},
editor = {Hamid R. Arabnia and
Youngsong Mun},
title = {Using a Stochastic Funnel to find {NLR} Starting Values},
booktitle = {Proceedings of the 2008 International Conference on Genetic and Evolutionary
Methods, {GEM} 2008, July 14-17, 2008, Las Vegas, Nevada, {USA}},
pages = {96--102},
publisher = {{CSREA} Press},
year = {2008},
timestamp = {Wed, 11 Feb 2009 12:33:06 +0100},
biburl = {https://dblp.org/rec/conf/gem/OConnorGL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/XuGA08,
author = {Richard Yi Da Xu and
Junbin Gao and
Michael Antolovich},
title = {Novel methods for high-resolution facial image capture using calibrated
{PTZ} and static cameras},
booktitle = {Proceedings of the 2008 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2008, June 23-26 2008, Hannover, Germany},
pages = {45--48},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICME.2008.4607367},
doi = {10.1109/ICME.2008.4607367},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/XuGA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/TianXGB07,
author = {Tianhai Tian and
Songlin Xu and
Junbin Gao and
Kevin Burrage},
title = {Simulated maximum likelihood method for estimating kinetic rates in
gene expression},
journal = {Bioinform.},
volume = {23},
number = {1},
pages = {84--91},
year = {2007},
url = {https://doi.org/10.1093/bioinformatics/btl552},
doi = {10.1093/BIOINFORMATICS/BTL552},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/TianXGB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HuangLSG07,
author = {Xiaodi Huang and
Wei Lai and
A. S. M. Sajeev and
Junbin Gao},
title = {A new algorithm for removing node overlapping in graph visualization},
journal = {Inf. Sci.},
volume = {177},
number = {14},
pages = {2821--2844},
year = {2007},
url = {https://doi.org/10.1016/j.ins.2007.02.016},
doi = {10.1016/J.INS.2007.02.016},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/HuangLSG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/GaoSL07,
author = {Junbin Gao and
Daming Shi and
Xiaomao Liu},
title = {Significant vector learning to construct sparse kernel regression
models},
journal = {Neural Networks},
volume = {20},
number = {7},
pages = {791--798},
year = {2007},
url = {https://doi.org/10.1016/j.neunet.2007.03.001},
doi = {10.1016/J.NEUNET.2007.03.001},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/GaoSL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/GuoKG07,
author = {Yi Guo and
Paul Wing Hing Kwan and
Junbin Gao},
editor = {Reda Alhajj and
Hong Gao and
Xue Li and
Jianzhong Li and
Osmar R. Za{\"{\i}}ane},
title = {Learning Optimal Kernel from Distance Metric in Twin Kernel Embedding
for Dimensionality Reduction and Visualization of Fingerprints},
booktitle = {Advanced Data Mining and Applications, Third International Conference,
{ADMA} 2007, Harbin, China, August 6-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4632},
pages = {227--238},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73871-8\_22},
doi = {10.1007/978-3-540-73871-8\_22},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/GuoKG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/GaoX07,
author = {Junbin Gao and
Richard Y. D. Xu},
editor = {Mehmet A. Orgun and
John Thornton},
title = {Mixture of the Robust {L1} Distributions and Its Applications},
booktitle = {{AI} 2007: Advances in Artificial Intelligence, 20th Australian Joint
Conference on Artificial Intelligence, Gold Coast, Australia, December
2-6, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4830},
pages = {26--35},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-76928-6\_5},
doi = {10.1007/978-3-540-76928-6\_5},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/GaoX07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/GuoGK07,
author = {Yi Guo and
Junbin Gao and
Paul Wing Hing Kwan},
editor = {Mehmet A. Orgun and
John Thornton},
title = {Twin Kernel Embedding with Relaxed Constraints on Dimensionality Reduction
for Structured Data},
booktitle = {{AI} 2007: Advances in Artificial Intelligence, 20th Australian Joint
Conference on Artificial Intelligence, Gold Coast, Australia, December
2-6, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4830},
pages = {659--663},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-76928-6\_71},
doi = {10.1007/978-3-540-76928-6\_71},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ausai/GuoGK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/RobardsGC07,
author = {Matthew Robards and
Junbin Gao and
Philip Charlton},
editor = {Kok{-}Leong Ong and
Wenyuan Li and
Junbin Gao},
title = {A Discriminant Analysis for Undersampled Data},
booktitle = {Integrating Artificial Intelligence and Data Mining - Proceedings
of the 2nd International Workshop on Integrating Artificial Intelligence
and Data Mining {(AIDM} 2007), Gold Coast, Queensland, Australia,
December 2007. Proceedings},
series = {{CRPIT}},
volume = {84},
pages = {11--18},
publisher = {Australian Computer Society},
year = {2007},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV84Robards.html},
timestamp = {Tue, 23 Aug 2022 08:04:11 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/RobardsGC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GuoKG07,
author = {Yi Guo and
Paul Wing Hing Kwan and
Junbin Gao},
title = {Twin Kernel Embedding with Back Constraints},
booktitle = {Workshops Proceedings of the 7th {IEEE} International Conference on
Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {319--324},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDMW.2007.15},
doi = {10.1109/ICDMW.2007.15},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GuoKG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/LiuCGZ07,
author = {Xiaomao Liu and
Shujuan Cao and
Junbin Gao and
Jun Zhang},
editor = {Derong Liu and
Shumin Fei and
Zeng{-}Guang Hou and
Huaguang Zhang and
Changyin Sun},
title = {The Kernelized Geometrical Bisection Methods},
booktitle = {Advances in Neural Networks - {ISNN} 2007, 4th International Symposium
on Neural Networks, {ISNN} 2007, Nanjing, China, June 3-7, 2007, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4492},
pages = {680--688},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72393-6\_81},
doi = {10.1007/978-3-540-72393-6\_81},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isnn/LiuCGZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ausdm/2007aidm,
editor = {Kok{-}Leong Ong and
Wenyuan Li and
Junbin Gao},
title = {Integrating Artificial Intelligence and Data Mining - Proceedings
of the 2nd International Workshop on Integrating Artificial Intelligence
and Data Mining {(AIDM} 2007), Gold Coast, Queensland, Australia,
December 2007. Proceedings},
series = {{CRPIT}},
volume = {84},
publisher = {Australian Computer Society},
year = {2007},
isbn = {978-1-920682-65-1},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/2007aidm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ShiCNG06,
author = {Daming Shi and
Fei Chen and
Geok See Ng and
Junbin Gao},
title = {The construction of wavelet network for speech signal processing},
journal = {Neural Comput. Appl.},
volume = {15},
number = {3-4},
pages = {217--222},
year = {2006},
url = {https://doi.org/10.1007/s00521-005-0016-8},
doi = {10.1007/S00521-005-0016-8},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/ShiCNG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adc/KwanG06,
author = {Paul Wing Hing Kwan and
Junbin Gao},
editor = {Gillian Dobbie and
James Bailey},
title = {A multi-step strategy for approximate similarity search in image databases},
booktitle = {Database Technologies 2006, Proceedings of the 17th Australasian Database
Conference, {ADC} 2006, Hobart, Tasmania, Australia, January 16-19
2006},
series = {{CRPIT}},
volume = {49},
pages = {139--147},
publisher = {Australian Computer Society},
year = {2006},
url = {https://dl.acm.org/citation.cfm?id=1151751},
timestamp = {Tue, 16 Apr 2019 17:19:28 +0200},
biburl = {https://dblp.org/rec/conf/adc/KwanG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/GuoGK06,
author = {Yi Guo and
Junbin Gao and
Paul Wing Hing Kwan},
editor = {Abdul Sattar and
Byeong{-}Ho Kang},
title = {Kernel Laplacian Eigenmaps for Visualization of Non-vectorial Data},
booktitle = {{AI} 2006: Advances in Artificial Intelligence, 19th Australian Joint
Conference on Artificial Intelligence, Hobart, Australia, December
4-8, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4304},
pages = {1179--1183},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11941439\_144},
doi = {10.1007/11941439\_144},
timestamp = {Mon, 04 Nov 2019 12:36:13 +0100},
biburl = {https://dblp.org/rec/conf/ausai/GuoGK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/GuoG06,
author = {Yi Guo and
Junbin Gao},
title = {Manifolds of Bag of Pixels: {A} Better Representation for Image Recognition},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Taipei, Taiwan, October 8-11, 2006},
pages = {3618--3622},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICSMC.2006.384691},
doi = {10.1109/ICSMC.2006.384691},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/GuoG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ShiYG05,
author = {Daming Shi and
Daniel S. Yeung and
Junbin Gao},
title = {Sensitivity analysis applied to the construction of radial basis function
networks},
journal = {Neural Networks},
volume = {18},
number = {7},
pages = {951--957},
year = {2005},
url = {https://doi.org/10.1016/j.neunet.2005.02.006},
doi = {10.1016/J.NEUNET.2005.02.006},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/ShiYG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ACMicec/VaidyaSG05,
author = {Kishor Vaidya and
A. S. M. Sajeev and
Junbin Gao},
editor = {Qi Li and
Ting{-}Peng Liang},
title = {E-procurement assimilation: an assessment of e-business capabilities
and supplier readiness in the Australian public sector},
booktitle = {Proceedings of the 7th International Conference on Electronic Commerce,
{ICEC} 2005, Xi'an, China, August 15-17, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {113},
pages = {429--434},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1089551.1089630},
doi = {10.1145/1089551.1089630},
timestamp = {Tue, 06 Apr 2021 12:12:56 +0200},
biburl = {https://dblp.org/rec/conf/ACMicec/VaidyaSG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/ShiGYC04,
author = {Daming Shi and
Junbin Gao and
Daniel S. Yeung and
Fei Chen},
editor = {Ahmed Y. Tawfik and
Scott D. Goodwin},
title = {Radial Basis Function Network Pruning by Sensitivity Analysis},
booktitle = {Advances in Artificial Intelligence, 17th Conference of the Canadian
Society for Computational Studies of Intelligence, Canadian {AI} 2004,
London, Ontario, Canada, May 17-19, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3060},
pages = {380--390},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24840-8\_27},
doi = {10.1007/978-3-540-24840-8\_27},
timestamp = {Thu, 28 Sep 2023 12:27:24 +0200},
biburl = {https://dblp.org/rec/conf/ai/ShiGYC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ShiNGY04,
author = {Daming Shi and
Geok See Ng and
Junbin Gao and
Daniel S. Yeung},
title = {Critical Vector Learning to Construct {RBF} Classifiers},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {359--362},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334541},
doi = {10.1109/ICPR.2004.1334541},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/ShiNGY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/GaoCS04,
author = {Junbin Gao and
Fei Chen and
Daming Shi},
title = {On the construction of support wavelet network},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
{\&} Cybernetics: The Hague, Netherlands, 10-13 October 2004},
pages = {3204--3207},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICSMC.2004.1400833},
doi = {10.1109/ICSMC.2004.1400833},
timestamp = {Thu, 21 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/GaoCS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GaoGH03,
author = {Junbin Gao and
Steve R. Gunn and
Chris J. Harris},
title = {Mean field method for the support vector machine regression},
journal = {Neurocomputing},
volume = {50},
pages = {391--405},
year = {2003},
url = {https://doi.org/10.1016/S0925-2312(02)00573-8},
doi = {10.1016/S0925-2312(02)00573-8},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/GaoGH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GaoGH03a,
author = {Junbin Gao and
Steve R. Gunn and
Chris J. Harris},
title = {{SVM} regression through variational methods and its sequential implementation},
journal = {Neurocomputing},
volume = {55},
number = {1-2},
pages = {151--167},
year = {2003},
url = {https://doi.org/10.1016/S0925-2312(03)00365-5},
doi = {10.1016/S0925-2312(03)00365-5},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/GaoGH03a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/GaoH02,
author = {Junbin Gao and
Chris J. Harris},
title = {Some remarks on Kalman filters for the multisensor fusion},
journal = {Inf. Fusion},
volume = {3},
number = {3},
pages = {191--201},
year = {2002},
url = {https://doi.org/10.1016/S1566-2535(02)00070-2},
doi = {10.1016/S1566-2535(02)00070-2},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/GaoH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GaoGHB02,
author = {Junbin Gao and
Steve R. Gunn and
Chris J. Harris and
Martin Brown},
title = {A Probabilistic Framework for {SVM} Regression and Error Bar Estimation},
journal = {Mach. Learn.},
volume = {46},
number = {1-3},
pages = {71--89},
year = {2002},
url = {https://doi.org/10.1023/A:1012494009640},
doi = {10.1023/A:1012494009640},
timestamp = {Mon, 18 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GaoGHB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/GaoGK02,
author = {Junbin Gao and
Steve R. Gunn and
Jaz S. Kandola},
editor = {Bob McKay and
John K. Slaney},
title = {Adapting Kernels by Variational Approach in {SVM}},
booktitle = {{AI} 2002: Advances in Artificial Intelligence, 15th Australian Joint
Conference on Artificial Intelligence, Canberra, Australia, December
2-6, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2557},
pages = {395--406},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36187-1\_35},
doi = {10.1007/3-540-36187-1\_35},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/GaoGK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/GaoHG01,
author = {Junbin Gao and
Chris J. Harris and
Steve R. Gunn},
title = {On a Class of Support Vector Kernels Based on Frames in Function Hilbert
Spaces},
journal = {Neural Comput.},
volume = {13},
number = {9},
pages = {1975--1994},
year = {2001},
url = {https://doi.org/10.1162/089976601750399263},
doi = {10.1162/089976601750399263},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/GaoHG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsysc/HarrisG00,
author = {Chris J. Harris and
Junbin Gao},
title = {Adaptive linear finite-element method for modelling nonlinear dynamic
systems},
journal = {Int. J. Syst. Sci.},
volume = {31},
number = {10},
pages = {1241--1248},
year = {2000},
url = {https://doi.org/10.1080/00207720050165744},
doi = {10.1080/00207720050165744},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsysc/HarrisG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computing/Gao93,
author = {Junbin Gao},
title = {A \emph{C} \({}^{\mbox{2}}\) finite element and interpolation},
journal = {Computing},
volume = {50},
number = {1},
pages = {69--76},
year = {1993},
url = {https://doi.org/10.1007/BF02280040},
doi = {10.1007/BF02280040},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computing/Gao93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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