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Template NeRF: Towards Modeling Dense Shape Correspondences from Category-Specific Object Images


Nov 08, 2021
Jianfei Guo, Zhiyuan Yang, Xi Lin, Qingfu Zhang

* 10 pages, 8 figures 

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Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild


Aug 17, 2021
Zhiyu Zhu, Hui Liu, Junhui Hou, Huanqiang Zeng, Qingfu Zhang

* Accepted to ICCV 2021 

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Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB Images


Aug 12, 2021
Zhiyu Zhu, Hui Liu, Junhui Hou, Sen Jia, Qingfu Zhang


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Crowd Counting via Perspective-Guided Fractional-Dilation Convolution


Jul 08, 2021
Zhaoyi Yan, Ruimao Zhang, Hongzhi Zhang, Qingfu Zhang, Wangmeng Zuo

* T-MM 2021 
* Accepted by T-MM 2021 

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Self-supervised Symmetric Nonnegative Matrix Factorization


Mar 02, 2021
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang


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Clustering Ensemble Meets Low-rank Tensor Approximation


Dec 16, 2020
Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang


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Maximum Entropy Subspace Clustering Network


Dec 06, 2020
Zhihao Peng, Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang


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Controllable Pareto Multi-Task Learning


Oct 13, 2020
Xi Lin, Zhiyuan Yang, Qingfu Zhang, Sam Kwong


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Graph Neural Network Encoding for Community Detection in Attribute Networks


Jun 06, 2020
Jianyong Sun, Wei Zheng, Qingfu Zhang, Zongben Xu


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Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation


Apr 30, 2020
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang


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On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D


Apr 15, 2020
Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Ke Li, Qingfu Zhang

* European Conference on Evolutionary Computation in Combinatorial Optimization, Apr 2020, Seville, Spain 

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Pareto Multi-Task Learning


Dec 30, 2019
Xi Lin, Hui-Ling Zhen, Zhenhua Li, Qingfu Zhang, Sam Kwong

* 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada 

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Multi-Objectivizing Sum-of-the-Parts Combinatorial Optimization Problems by Random Objective Decomposition


Nov 19, 2019
Jialong Shi, Jianyong Sun, Qingfu Zhang


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Novel Multi-Objectivization Approaches for the Sum-of-the-Parts Combinatorial Optimization Problems


Nov 12, 2019
Jialong Shi, Jianyong Sun, Qingfu Zhang


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A Batched Scalable Multi-Objective Bayesian Optimization Algorithm


Nov 04, 2018
Xi Lin, Hui-Ling Zhen, Zhenhua Li, Qingfu Zhang, Sam Kwong


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Nonlinear Collaborative Scheme for Deep Neural Networks


Nov 04, 2018
Hui-Ling Zhen, Xi Lin, Alan Z. Tang, Zhenhua Li, Qingfu Zhang, Sam Kwong

* 11 pages, 3 figures (20 subfigures), prepared to submit to IEEE Trans. on Neural Networks and Learning Systems 

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Locating the boundaries of Pareto fronts: A Many-Objective Evolutionary Algorithm Based on Corner Solution Search


Jun 08, 2018
Xinye Cai, Haoran Sun, Chunyang Zhu, Zhenyu Li, Qingfu Zhang


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A Simple Yet Efficient Rank One Update for Covariance Matrix Adaptation


Oct 22, 2017
Zhenhua Li, Qingfu Zhang

* 10 pages, 10 figures 

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EB-GLS: An Improved Guided Local Search Based on the Big Valley Structure


Sep 22, 2017
Jialong Shi, Qingfu Zhang, Edward Tsang

* Memetic Computing, 2017: 1-18 

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Difficulty Adjustable and Scalable Constrained Multi-objective Test Problem Toolkit


Sep 16, 2017
Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Caimin Wei, Qingfu Zhang, Kalyanmoy Deb, Erik D. Goodman

* 14 pages, 10 figures, 6 tables 

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Push and Pull Search for Solving Constrained Multi-objective Optimization Problems


Sep 15, 2017
Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Caimin Wei, Qingfu Zhang, Kalyanmoy Deb, Erik D. Goodman

* 13 pages, 10 figures and 2 tables 

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Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results


Jun 08, 2017
Yuan Yuan, Yew-Soon Ong, Liang Feng, A. K. Qin, Abhishek Gupta, Bingshui Da, Qingfu Zhang, Kay Chen Tan, Yaochu Jin, Hisao Ishibuchi

* 11 pages, 5 pages, technical report 

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Evolutionary Many-Objective Optimization Based on Adversarial Decomposition


Apr 07, 2017
Mengyuan Wu, Ke Li, Sam Kwong, Qingfu Zhang

* 24 pages, 5 figures 

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Matching-Based Selection with Incomplete Lists for Decomposition Multi-Objective Optimization


Jan 25, 2017
Mengyuan Wu, Ke Li, Sam Kwong, Yu Zhou, Qingfu Zhang

* 27 pages, 3 figures, 15 tables 

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Learning from Non-Stationary Stream Data in Multiobjective Evolutionary Algorithm


Jun 16, 2016
Jianyong Sun, Hu Zhang, Aimin Zhou, Qingfu Zhang


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