»Full Name：Weifeng Liu | »Affiliation： Department of Automation |
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» Academic degree：Ph.D | » Title：Professor | |
» Major：Pattern Recognition and Intelligent System | » Tutor category： Doctoral supervisor | |
»E-mail：liuwf@upc.edu.cn | ||
» Tel：0532-86983325 To see more details https://member.acm.org/~wfliu | ||
◎Research Areas Pattern Recognition, Computer Vision, Image Processing, and Machine Learning
◎Education Ph. D. in Control Science and Engineering, University of Science and Technology of China, China, 2007 B. S. in Automatic Control, University of Science and Technology of China, China, 2002 B. S. in Business Administration, University of Science and Technology of China, China, 2002
◎Courses Offered Pattern Recognition, Digital Image Processing
◎Representative Publications [1]. Jian Pang, Dacheng Zhang, Huafeng Li, Yu Zhengtao and Weifeng Liu, Hazy Re-ID: An Interference Suppression Model for Domain Adaptation Person Re-Identification Under Inclement Weather Condition. ICME2021 [2]. Xinghao Yang, Weifeng Liu, Dacheng Tao and Wei Liu, Bert-based Simulated Annealing for Word-level Text Adversarial Attacks. IJCAI2021 [3]. Xinghao Yang, Weifeng Liu, James Bailey, Dacheng Tao and Wei Liu, Bigram and Unigram Based Text Attack via Adaptive Monotonic Heuristic Search. AAAI2021 [4]. Jinfeng Li, Weifeng Liu*, Dapeng Tao, Jun Yu and Yicong Zhou, Learning Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation with Few Labelled Source Samples. ACM Transactions on Multimedia Computing Communications and Applications, in press [5]. Xueqi Ma, Weifeng Liu, Yue Gao and Qi Tian, Learning Representation on Optimized High-Order Manifold for 3D Shape Recognition. IEEE Transactions on Multimedia, online [6]. Weifeng Liu*, Jinfeng Li, Baodi Liu, Weili Guan, Yicong Zhou and Changsheng Xu, Unified Cross-domain Classification via Geometrical and Statistical Adaptations. Pattern Recognition, 110 107658, 2021 [7]. Sichao Fu, Weifeng Liu*, Yicong Zhou, Dapeng Tao and Changsheng Xu, Dynamic Graph Learning Convolutional Networks for Semi-supervised Classification. ACM Transactions on Multimedia Computing Communications and Applications, in press [8]. Xinghao Yang, Weifeng Liu, Shengli Zhang, Wei Liu and Dacheng Tao, Targeted Attention Attack on Deep Learning Models in Road Sign Recognition. IEEE Internet of Things, in press [9]. Xinghao Yang, Weifeng Liu* and Wei Liu*, Tensor Canonical Correlation Analysis Networks for Multi-view Remote Sensing Scene Recognition. IEEE Transactions on Knowledge and Data Engineering, 10.1109/TKDE.2020.3016208 [10]. Xinghao Yang, Weifeng Liu, Wei Liu, Dacheng Tao, “A Survey on Canonical Correlation Analysis”, IEEE Transactions on Knowledge and Data Engineering, online [11]. Sichao Fu, Weifeng Liu*, Dapeng Tao, Yicong Zhou, and Liqiang Nie, HesGCN: Hessian Graph Convolutional Networks for Semi-Supervised Classification, Information Sciences, 514: 484-498, 2020 [12]. Qi Wang, Jun Yu, Tongliang Liu, and Weifeng Liu, Visual Domain Adaptation and Generalisation, IET Computer Vision, 13(2): 87-89, 2019. (Editorial) [13]. C. L. Philip Chen, Xinge You, Xinbo Gao, Tongliang Liu, Fionn Murtagh, and Weifeng Liu*, Advances in Data Representation and Learning for Pattern Analysis, Neurocomputing, 348: 1-2, 2019. (Editorial) [14]. Weifeng Liu*, Xueqi Ma, Yicong Zhou, Dapeng Tao, and Jun Cheng, “p-Laplacian Regularization for Indoor Scene Recognition,” IEEE Transactions on Cybernetics, 49(8): 2927-2940, 2019 [15]. Xueqi Ma, Weifeng Liu*, Shuying Li, Dapeng Tao, and Yicong Zhou, “Hypergraph p-Laplacian Regularization for Remotely Sensed Image Recognition,” IEEE Transactions on Geoscience and Remote Sensing, 57(3): 1585-1595, 2019 [16]. Xinmei Tian, Weifeng Liu*, and Fionn Murtagh, Data Mining in Human Activity Analysis, Signal Processing, 147: 247-248, 2018. (Editorial) [17]. Weifeng Liu, Xinghao Yang, Dapeng Tao, Jun Cheng, and Yuanyan Tang, Multiview dimension reduction via Hessian multiset canonical correlations, Information Fusion, 41: 119-128, 2018 [18]. Xinghao Yang, Weifeng Liu*, Dapeng Tao, and Jun Cheng, Canonical Correlation Analysis Networks for Two View Image Recognition, Information Sciences, 385-386: 338-352, 2017 [19]. Yanan Guo, Dapeng Tao, Weifeng Liu, and Jun Cheng, Multiview Cauchy Estimator Feature Embedding for Depth and Inertial Sensor-Based Human Action Recognition, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 47(4): 617-627, 2017 [20]. Weifeng Liu, Zhengjun Zha, Yanjiang Wang, Ke Lu, and Dacheng Tao, p-Laplacian Regularized Sparse Coding for Human Activity Recognition, IEEE Transactions on Industrial Electronics, 63(8): 5120-5129, 2016 [21]. Tat-Seng Chua, Xiangjian He, Weifeng Liu*, Massimo Piccardi, Yonggang Wen, and Dacheng Tao, Big Data Meets Multimedia Analytics, Signal Processing, 124: 1-4, 2016. (Editorial) [22]. Weifeng Liu, Dacheng Tao, Jun Cheng, and Yuanyan Tang, Multiview Hessian Discriminative Sparse Coding for Image Annotation, Computer Vision and Image Understanding, 118(1): 50-60, 2014 [23]. Dapeng Tao, Lianwen Jin, Weifeng Liu, and Xuelong Li, Hessian Regularized Support Vector Machines for Mobile Image Annotation on the Cloud, IEEE Transactions on Multimedia, 15(4): 833-844, 2013 [24]. Weifeng Liu and Dacheng Tao, Multiview Hessian Regularization for Image Annotation, IEEE Transactions on Image Processing, 22(7): 2676 - 2687, 2013 | ||
