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Bo Liu 0002

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affiliation: Guangdong University of Technology, School of Automation, Guangzhou, China
affiliation: South China University of Technology, China
affiliation: University of Illinois at Chicago, IL, USA
affiliation: University of Technology, Sydney, Australia

Other persons with the same name

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Bo Liu — disambiguation page
Bo Liu 0001 — University of Technology Sydney, School of Computer Science, NSW, Australia (and 3 more)
Bo Liu 0003 — Glyndwr University, Wrexham, UK (and 2 more)
Bo Liu 0004 — Southeast University, School of Computer Science and Engineering, Nanjing, China
Bo Liu 0005 — Walmart Global Tech, Mountain View, CA, USA (and 4 more)
Bo Liu 0006 — Auburn University, AL, USA (and 1 more)
Bo Liu 0007 — North China University of Technology, College of Science, Beijing, China (and 1 more)
Bo Liu 0008 — Chinese Academy of Sciences, Academy of Mathematics and Systems Science, Center for Forecasting Science, Beijing, China (and 3 more)
Bo Liu 0009 — Xidian University, International Research Center for Intelligent Perception and Computation, Xi'an, China (and 2 more)
Bo Liu 0010 — NEC Labs China, Beijing, China

Bo Liu 0011 — Beijing University of Technology, Faculty of Information Technology, College of Computer Science, Beijing, China
Bo Liu 0012 — National University of Defense Technology, College of Advanced Interdisciplinary Studies, Changsha, China
Bo Liu 0013 — Austrian Academy of Sciences, Institute for Quantum Optics and Quantum Information, Vienna, Austria (and 1 more)
Bo Liu 0014 — National University of Defense Technology, School of Computer Science, Changsha, China
Bo Liu 0015 — Hong Kong University of Science and Technology, Hong Kong
Bo Liu 0016 — Qian Xuesen Laboratory of Space Technology, Beijing, China
Bo Liu 0017 — Harbin Institute of Technology, School of Computer Science and Technology, China
Bo Liu 0018 — Beijing Institute of Control Engineering, On-Board Computer and Electronic Technology Laboratory, Beijing, China (and 1 more)
Bo Liu 0019 — Southeast University, School of Electronic Science and Engineering, National ASIC System Engineering Technology Research Center, Nanjing, China
Bo Liu 0020 — Nanjing University of Information Science and Technology, Institute of Optoelectronics, Nanjing, China (and 1 more)
Bo Liu 0021 — University of Maryland, College Park, MD, USA
Bo Liu 0022 — Chongqing University of Posts and Telecommunication, Chongqing Key Laboratory of Signal and Information Processing, Chongqing, China
Bo Liu 0023 — Harbin Institute of Technology, School of Computer Sciences and Technology, Center for Bioinformatics, Harbin, China
Bo Liu 0024 — Massey University, Auckland, New Zealand (and 2 more)
Bo Liu 0025 — University of Nebraska-Lincoln, Power and Energy Systems Laboratory, Lincoln, NE, USA
Bo Liu 0026 — Southeast University, National ASIC System Engineering Technology Research Center, Nanjing, China
Bo Liu 0027 — Beihang University, School of Astronautics, Image Processing Center, Beijing, China
Bo Liu 0028 — Tianjin University, School of Electrical and Information Engineering, China
Bo Liu 0029 — University of Tennessee, Department of Electrical Engineering and Computer Science, Center for Ultra-Wide-Area Resilient Electric Energy Transmission Networks, Knoxville, TN, USA
Bo Liu 0030 — University of Science and Technology Beijing, School of Mechanical Engineering, Beijing, China
Bo Liu 0031 — Henan University of Science and Technology, Electrical Engineering College, Luoyang, China (and 1 more)
Bo Liu 0032 — Beijing Jiaotong University, School of Electrical Engineering, Beijing, China
Bo Liu 0033 — Southwest University, College of Computer and Information Science, RISE - Centre for Research and Innovation in Software Engineering, Chongqing, China (and 1 more)
Bo Liu 0034 — Shenzhen Institute of Artificial Intelligence and Robotics for Society, Shenzhen, China (and 1 more)
Bo Liu 0035 — Chinese Academy of Sciences, Institute of Automation, Beijing, China
Bo Liu 0036 — Northeast Electric Power University, Jilin City, School of Electrical Engineering, China
Bo Liu 0037 — Army Equipment Department in Shenyang, China
Bo Liu 0038 — Shenyang Ligong University, School of Automation and Electrical Engineering, China
Bo Liu 0039 — National University of Singapore, Singapore (and 2 more)
Bo Liu 0040 — Kansas State University, Department of Electrical and Computer Engineering, Manhattan, KS, USA
Bo Liu 0041 — King Fahd University of Petroleum and Minerals, Electrical Engineering Department, Dhahran, Saudi Arabia (and 1 more)
Bo Liu 0042 — University of Texas at Austin, Department of Computer Science, Austin, TX, USA (and 1 more)
Bo Liu 0043 — Wormpex AI Research, Bellevue, WA, USA (and 2 more)
Bo Liu 0044 — NVIDIA Corporation, Santa Clara, CA, USA (and 1 more)
Bo Liu 0045 — South China Normal University, School of Computer Science, Guangzhou, China
Bo Liu 0046 — Shaanxi Normal University, School of Computer Science, Xi'an, China (and 1 more)
Bo Liu 0047 — Chongqing University of Posts and Telecommunications, Department of Computer Science and Technology, Chongqing, China (and 1 more)
Bo Liu 0048 — Jiangsu University, School of Computer Science and Communication Engineering, Zhenjiang, China
Bo Liu 0049 — Hong Kong Polytechnic University, Department of Computing, Hong Kong
Bo Liu 0050 — Beijing Jiaotong University, Beijing Key Lab of Traffic Data Analysis and Mining, Beijing, China (and 1 more)
Bo Liu 0051 — FZI Research Center for Information Technology, Karlsruhe, Germany
Bo Liu 0052 — PLA University of Science and Technology, College of Command Information Systems, Nanjing, China
Bo Liu 0053 — Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China (and 1 more)
Bo Liu 0055 — Chinese Academy of Medical Sciences, Institute of Pathogen Biology, Beijing, China (and 1 more)
Bo Liu 0056 — Huazhong University of Science and Technology, School of Computer Science and Technology, Wuhan, China
Bo Liu 0057 — Huazhong University of Science and Technology, School of Computer Science and Technology, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, National Engineering Research Center for Big Data Technology and System, Wuhan, China
Bo Liu 0058 — Stevens Institute of Technology, Department of Electrical and Computer Engineering, Hoboken, NJ, USA
Bo Liu 0059 — Harbin University of Science and Technology, College of Chemical and Environmental Engineering, Harbin, China
Bo Liu 0060 — Fujitsu R&D Center, Beijing, China
Bo Liu 0061 — Beijing Jiaotong University, School of Computer and Information Technology, Key Laboratory of Security and Privacy in Intelligent Transportation, Beijing, China (and 1 more)
Bo Liu 0062 — Jinan University, Department of Computer Science, Guangzhou, China (and 1 more)
Bo Liu 0063 — Hikstor Technology Company, Hangzhou, China (and 2 more)
Bo Liu 0064 — Hebei Academy of Sciences, Shijiazhuang, China
Bo Liu 0065 — Harbin Institute of Technology, School of Electrical Engineering and Automation, Harbin, China
Bo Liu 0066 — Harbin Institute of Technology, Space Control and Inertial Technology Research Center, Harbin, China
Bo Liu 0067 — Southwest Jiaotong University, Faculty of Geosciences and Environmental Engineering, Chengdu, China
Bo Liu 0068 — East China University of Technology, Faculty of Geomatics, Nanchang, China (and 1 more)
Bo Liu 0069 — Chinese Academy of Sciences, Institute of Optics and Electronics, Key Laboratory of Science and Technology on Space Optoelectronic Precision Measurement, Chengdu, China (and 1 more)
Bo Liu 0070 — Shenyang University of Technology, School of Information Science and Engineering, Shenyang, China
Bo Liu 0071 — Chinese Academy of Sciences, National Space Science Center, Key Laboratory of Electronics and Information Technology for Space System, Beijing, China
Bo Liu 0072 — Tianjin University, School of Electrical and Information Engineering, Tianjin, China (and 1 more)
Bo Liu 0073 — Zhejiang Laboratory, Research Center for Optical Fiber Sensing, Hangzhou, China (and 1 more)
Bo Liu 0074 — Beijing Institute of Technology, School of Mechanical Engineering, Beijing, China
Bo Liu 0075 — Beijing Institute of Technology, School of Optics and Photonics, Image Engineering & Video Technology Lab, Beijing, China
Bo Liu 0076 — Southeast University, National Mobile Communications Research Laboratory, Nanjing, China
Bo Liu 0077 — Guangzhou City University of Technology, China (and 1 more)
Bo Liu 0078 — China Construction Capital Holdings Co., China
Bo Liu 0079 — Beijing University of Posts and Telecommunications, Beijing, China
Bo Liu 0080 — Peking University, School of Earth and Space Sciences, Institute of Remote Sensing and Geographic Information System, Beijing, China
Bo Liu 0081 — Xi'an University of Architecture & Technology, School of Civil Engineering, Xi'an, China
Bo Liu 0082 — Chinese Academy of Sciences, Institute of Atmospheric Physics, Key Laboratory of Middle Atmospheric and Global Environment Observation (LAGEO), Beijing, China
Bo Liu 0083 — Dalian University of Technology, School of Mechanical Engineering, Dalian, China
Bo Liu 0084 — Wuhan University, School of Mathematics and Statistics, Wuhan, China (and 1 more)
Bo Liu 0085 — Macau University of Science and Technology, Faculty of Innovation Engineering, Macao, China (and 1 more)
Bo Liu 0086 — Nankai University, College of Electronic Information and Optical Engineering, Tianjin, China
Bo Liu 0087 — Dalian Minzu University, College of Information and Communication Engineering, Dalian, China
Bo Liu 0088 — Shandong University of Technology, School of Physics and Optoelectronic Engineering, Laboratory of Functional Molecules and Materials, Zibo, China
Bo Liu 0089 — Shandong University, Shandong Medical Imaging Research Institute, Jinan, China
Bo Liu 0090 — China University of Mining and Technology, Beijing, China
Bo Liu 0091 — University of Washington, Global Innovation Exchange, Bellevue, WA, USA
Bo Liu 0092 — University of Waterloo, David R. Cheriton School of Computer Science, ON, Canada
Bo Liu 0093 — JD Finance America Corporation, Mountain View, CA, USA
Bo Liu 0094 — Beijing Institute of Technology, School of Computer Science and Technology, China
Bo Liu 0095 — Xi'an Jiaotong University, School of Software Engineering, China (and 2 more)

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2025
[j89]
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Weibin Li, Kaixin Lu, Zhichao Liang, Zhongye Xia, Bo Liu, Yanshan Xiao, Quanying Liu:
Pinning synchronization of higher-order nonlinear networks with time delays. Neurocomputing 636: 130010 (2025)
[j88]
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Bo Liu, Boxu Zhou, Yanshan Xiao, Zhitong Wang, Baoqing Li, Shengxin He, Chenlong Ye, Fan Cao:
SMT-DL: A semi-supervised multi-task learning framework based on dictionary learning for robust feature sharing. Neurocomputing 651: 130996 (2025)
[j87]
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Bo Liu, Fan Cao, Shilei Zhao, Yanshan Xiao:
Boosting one-class transfer learning for multiple view uncertain data. Inf. Sci. 692: 121653 (2025)
[j86]
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Yanshan Xiao, Linbin Chen, Bo Liu:
Multi-view ordinal regression with feature augmentation and privileged information learning. Inf. Sci. 708: 122065 (2025)
[j85]
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Bo Liu, Baoqing Li, Yanshan Xiao, Zhitong Wang, Boxu Zhou, Shengxin He, Chenlong Ye, Fan Cao:
Semi-supervised manifold regularized multi-task learning with privileged information. Inf. Sci. 711: 122112 (2025)
[j84]
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Bo Liu, Chenlong Ye, Yanshan Xiao, Baoqing Li, Zhitong Wang, Boxu Zhou, Shengxin He, Fan Cao:
A multi-view forward positive and unlabeled graph learning method based on dictionary learning. Inf. Sci. 720: 122517 (2025)
[j83]
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Yanshan Xiao, Bo Liu, Zhifeng Hao:
Multi-Instance Nonparallel Tube Learning. IEEE Trans. Neural Networks Learn. Syst. 36(2): 2563-2577 (2025)
2024
[j82]
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Jian Xu, Jinghui He, Bo Liu, Fan Cao, Yanshan Xiao:
A two-generation based method for few-shot learning with few-shot instance-level privileged information. Appl. Intell. 54(5): 4077-4094 (2024)
[j81]
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Bo Liu, Xiaokai Li, Yanshan Xiao, Peng Sun, Shilei Zhao, Tiantian Peng, Zhiyu Zheng, Yongsheng Huang:
Adaboost-based SVDD for anomaly detection with dictionary learning. Expert Syst. Appl. 238(Part C): 121770 (2024)
[j80]
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Shengbing Xu, Zhifeng Hao, Yuanhao Zhu, Zhenyou Wang, Yunhao Xiao, Bo Liu:
Semi-supervised fuzzy clustering algorithm based on prior membership degree matrix with expert preference. Expert Syst. Appl. 238(Part C): 121812 (2024)
[j79]
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Yanshan Xiao, Guitao Pan, Bo Liu, Liang Zhao, Xiangjun Kong, Zhifeng Hao:
Privileged multi-view one-class support vector machine. Neurocomputing 572: 127186 (2024)
[j78]
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Liang Zhao, Yanshan Xiao, Bo Liu:
Partial label learning with heterogeneous domain adaptation. Neurocomputing 594: 127822 (2024)
[j77]
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Yanshan Xiao, Junfeng Chen, Bo Liu, Liang Zhao, Xiangjun Kong, Zhifeng Hao:
A new multi-view multi-label model with privileged information learning. Inf. Sci. 656: 119911 (2024)
[j76]
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Bo Liu, Yongsheng Huang, Yanshan Xiao, Zhiyu Zheng, Peng Sun, Shilei Zhao, Xiaokai Li, Tiantian Peng:
The multi-task transfer learning for multiple data streams with uncertain data. Inf. Sci. 664: 120314 (2024)
[j75]
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Fan Cao, Bo Liu, Jinghui He, Jian Xu, Yanshan Xiao:
Privacy preservation-based federated learning with uncertain data. Inf. Sci. 678: 121024 (2024)
[j74]
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Bo Liu, Zhiyu Zheng, Yanshan Xiao, Peng Sun, Xiaokai Li, Shilei Zhao, Yongsheng Huang, Tiantian Peng:
Self-paced method for transfer partial label learning. Inf. Sci. 679: 121043 (2024)
[j73]
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Fan Cao, Bo Liu, Kai Wang, Yanshan Xiao, Jinghui He, Jian Xu:
Dictionary-based multi-instance learning method with universum information. Inf. Sci. 682: 121264 (2024)
[j72]
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Jian Xu, Bo Liu, Yanshan Xiao, Fan Cao, Jinghui He:
A multitask tensor-based relation network for cloth-changing person re-identification. Image Vis. Comput. 147: 105090 (2024)
[j71]
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Yanshan Xiao, Mengyue Zeng, Bo Liu, Liang Zhao, Xiangjun Kong, Zhifeng Hao:
Multi-task ordinal regression with task weight discovery. Knowl. Based Syst. 305: 112616 (2024)
[j70]
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Yanshan Xiao, Jianwei Zhang, Bo Liu, Liang Zhao, Xiangjun Kong, Zhifeng Hao:
Multi-View Maximum Margin Clustering With Privileged Information Learning. IEEE Trans. Circuits Syst. Video Technol. 34(4): 2719-2733 (2024)
[j69]
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Bo Liu, Peng Sun, Yanshan Xiao, Shilei Zhao, Xiaokai Li, Tiantian Peng, Zhiyu Zheng, Yongsheng Huang:
Dictionary-Based Multi-View Learning With Privileged Information. IEEE Trans. Circuits Syst. Video Technol. 34(5): 3523-3537 (2024)
[j68]
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Jinghui He, Bo Liu, Fan Cao, Jian Xu, Yanshan Xiao:
Few-Shot Object Counting With Dynamic Similarity-Aware in Latent Space. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[j67]
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Bo Liu, Liangjiao Li, Yanshan Xiao, Kai Wang, Jian Hu, Junrui Liu, Qihang Chen, Ruiguang Huang:
An Efficient Transfer Learning Method with Auxiliary Information. ACM Trans. Knowl. Discov. Data 18(1): 22:1-22:23 (2024)
[j66]
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Jian Xu, Bo Liu, Yanshan Xiao:
A Multitask Latent Feature Augmentation Method for Few-Shot Learning. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6976-6990 (2024)
[j65]
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Guangzheng Zhong, Yanshan Xiao, Bo Liu, Liang Zhao, Xiangjun Kong:
Ordinal Regression With Pinball Loss. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11246-11260 (2024)
2023
[j64]
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Yanshan Xiao, Jinneng Liu, Kairun Wen, Bo Liu, Liang Zhao, Xiangjun Kong:
A least squares twin support vector machine method with uncertain data. Appl. Intell. 53(9): 10668-10684 (2023)
[j63]
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Jiantao Lai, Yanshan Xiao, Bo Liu:
Boost two-view learning-based method for label proportions problem. Appl. Intell. 53(19): 21984-22001 (2023)
[j62]
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Yanshan Xiao, Zexin Ye, Liang Zhao, Xiangjun Kong, Bo Liu, Kemal Polat, Adi Alhudhaif:
Privileged information learning with weak labels. Appl. Soft Comput. 142: 110298 (2023)
[j61]
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Bo Liu, Weibin Li, Yanshan Xiao, Xiaodong Chen, Laiwang Liu, Changdong Liu, Kai Wang, Peng Sun:
Multi-view multi-label learning with high-order label correlation. Inf. Sci. 624: 165-184 (2023)
[j60]
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Bo Liu, Qihang Chen, Yanshan Xiao, Kai Wang, Junrui Liu, Ruiguang Huang, Liangjiao Li:
Semi-supervised Multi-task Learning with Auxiliary data. Inf. Sci. 626: 626-639 (2023)
[j59]
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Bo Liu, Tiantian Peng, Yanshan Xiao, Shilei Zhao, Peng Sun, Xiaokai Li, Zhiyu Zheng, Yongsheng Huang:
Self-paced multi-view positive and unlabeled graph learning with auxiliary information. Inf. Sci. 642: 119146 (2023)
[j58]
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Yanshan Xiao, Liangwang Zhang, Bo Liu, Ruichu Cai, Zhifeng Hao:
Multi-task ordinal regression with labeled and unlabeled data. Inf. Sci. 649: 119669 (2023)
[j57]
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Jian Xu, Bo Liu, Yanshan Xiao:
A Variational Inference Method for Few-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 33(1): 269-282 (2023)
[j56]
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Bo Liu, Zhiyong Che, Haowen Zhong, Yanshan Xiao:
A Ranking Based Multi-View Method for Positive and Unlabeled Graph Classification. IEEE Trans. Knowl. Data Eng. 35(3): 2220-2230 (2023)
2022
[j55]
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Bo Liu, Qian Liu, Yanshan Xiao:
A new method for positive and unlabeled learning with privileged information. Appl. Intell. 52(3): 2465-2479 (2022)
[j54]
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Bo Liu, Zhiyong Che, Kejian Song, Yanshan Xiao:
Learn structured analysis discriminative dictionary for multi-label classification. Appl. Intell. 52(3): 3175-3192 (2022)
[j53]
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Guangzheng Zhong, Yanshan Xiao, Bo Liu, Liang Zhao, Xiangjun Kong:
Pinball loss support vector data description for outlier detection. Appl. Intell. 52(14): 16940-16961 (2022)
[j52]
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Liang Zhao, Yanshan Xiao, Bo Liu, Zhifeng Hao:
Multi-view partial label machine. Inf. Sci. 586: 310-325 (2022)
[j51]
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Yanshan Xiao, Xi Li, Bo Liu, Liang Zhao, Xiangjun Kong, Adi Alhudhaif, Fayadh Alenezi:
Multi-view support vector ordinal regression with data uncertainty. Inf. Sci. 589: 516-530 (2022)
[j50]
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Bo Liu, Laiwang Liu, Yanshan Xiao, Changdong Liu, Xiaodong Chen, Weibin Li:
AdaBoost-based transfer learning with privileged information. Inf. Sci. 593: 216-232 (2022)
[j49]
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Zhiyong Che, Bo Liu, Yanshan Xiao, Luyue Lin:
Dictionary-based transfer learning with Universum data. Inf. Sci. 599: 64-83 (2022)
[j48]
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Liang Zhao, Yanshan Xiao, Kairun Wen, Bo Liu, Xiangjun Kong:
Multi-task manifold learning for partial label learning. Inf. Sci. 602: 351-365 (2022)
[j47]
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Bo Liu, Junrui Liu, Yanshan Xiao, Qihang Chen, Kai Wang, Ruiguang Huang, Liangjiao Li:
A new self-paced learning method for privilege-based positive and unlabeled learning. Inf. Sci. 609: 996-1009 (2022)
[j46]
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Bo Liu, Ruiguang Huang, Yanshan Xiao, Junrui Liu, Kai Wang, Liangjiao Li, Qihang Chen:
Adaptive robust Adaboost-based twin support vector machine with universum data. Inf. Sci. 609: 1334-1352 (2022)
[j45]
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Bo Liu, Changdong Liu, Yanshan Xiao, Laiwang Liu, Weibin Li, Xiaodong Chen:
AdaBoost-based transfer learning method for positive and unlabelled learning problem. Knowl. Based Syst. 241: 108162 (2022)
[j44]
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Yibang Ruan, Yanshan Xiao, Zhifeng Hao, Bo Liu:
A convex multi-class model via distance metric learning based class-to-instance confidence. Knowl. Based Syst. 258: 109791 (2022)
[j43]
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Yanshan Xiao, Fei Liang, Bo Liu:
A Transfer Learning-Based Multi-Instance Learning Method With Weak Labels. IEEE Trans. Cybern. 52(1): 287-300 (2022)
[j42]
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Luyue Lin, Bo Liu, Xin Zheng, Yanshan Xiao:
An Efficient Image Categorization Method With Insufficient Training Samples. IEEE Trans. Cybern. 52(5): 3244-3260 (2022)
[j41]
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Luyue Lin, Xin Zheng, Bo Liu, Wei Chen, Yanshan Xiao:
A Latent Variable Augmentation Method for Image Categorization with Insufficient Training Samples. ACM Trans. Knowl. Discov. Data 16(1): 3:1-3:35 (2022)
[j40]
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Bo Liu, Haowen Zhong, Yanshan Xiao:
New Multi-View Classification Method with Uncertain Data. ACM Trans. Knowl. Discov. Data 16(1): 19:1-19:23 (2022)
[j39]
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Yibang Ruan, Yanshan Xiao, Zhifeng Hao, Bo Liu:
A Convex Model for Support Vector Distance Metric Learning. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3533-3546 (2022)
2021
[j38]
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Shengbing Xu, Wei Cai, Hongxi Xia, Bo Liu, Jie Xu:
Dynamic Metric Accelerated Method for Fuzzy Clustering. IEEE Access 9: 166838-166854 (2021)
[j37]
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Yanshan Xiao, Jing Wen, Bo Liu:
A new multi-task learning method with universum data. Appl. Intell. 51(6): 3421-3434 (2021)
[j36]
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Yanshan Xiao, Junyao Feng, Bo Liu:
A new transductive learning method with universum data. Appl. Intell. 51(8): 5571-5583 (2021)
[j35]
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Zhiyong Che, Bo Liu, Yanshan Xiao, Hao Cai:
A new twin SVM method with dictionary learning. Appl. Intell. 51(10): 7245-7261 (2021)
[j34]
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Bo Liu, Zhijing Liu, Yanshan Xiao:
A new dictionary-based positive and unlabeled learning method. Appl. Intell. 51(12): 8850-8864 (2021)
[j33]
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Haoxin Xie, Bo Liu, Yanshan Xiao:
Transfer learning-based one-class dictionary learning for recommendation data stream. Inf. Sci. 547: 526-538 (2021)
[j32]
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Yibang Ruan, Yanshan Xiao, Zhifeng Hao, Bo Liu:
A nearest-neighbor search model for distance metric learning. Inf. Sci. 552: 261-277 (2021)
[j31]
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Zhiyong Che, Bo Liu, Yanshan Xiao, Hao Cai:
Twin support vector machines with privileged information. Inf. Sci. 573: 141-153 (2021)
[j30]
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Bo Liu, Xiaodong Chen, Yanshan Xiao, Weibin Li, Laiwang Liu, Changdong Liu:
An efficient dictionary-based multi-view learning method. Inf. Sci. 576: 157-172 (2021)
[j29]
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Xin Zheng, Shouzhi Liang, Bo Liu, Xiaoming Xiong, Xianghong Hu, Yuan Liu:
Subgraph feature extraction based on multi-view dictionary learning for graph classification. Knowl. Based Syst. 214: 106716 (2021)
[j28]
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Bo Liu, Haoxin Xie, Yanshan Xiao:
Multi-task analysis discriminative dictionary learning for one-class learning. Knowl. Based Syst. 227: 107195 (2021)
2020
[j27]
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Luyue Lin, Bo Liu, Yanshan Xiao:
COB method with online learning for object tracking. Neurocomputing 393: 142-155 (2020)
[j26]
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Yanshan Xiao, Xiaozhou Yang, Bo Liu:
A new self-paced method for multiple instance boosting learning. Inf. Sci. 515: 80-90 (2020)
[j25]
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Hao Cai, Bo Liu, Yanshan Xiao, Luyue Lin:
Semi-Supervised Multi-view clustering based on orthonormality-constrained nonnegative matrix factorization. Inf. Sci. 536: 171-184 (2020)
[j24]
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Yanshan Xiao, HuaiPei Wang, Bo Liu:
A new transfer learning-based method for label proportions problem. Inf. Sci. 541: 391-408 (2020)
[j23]
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Yanshan Xiao, Zheng Chang, Bo Liu:
An efficient active learning method for multi-task learning. Knowl. Based Syst. 190: 105137 (2020)
[j22]
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Xin Zheng, Luyue Lin, Bo Liu, Yanshan Xiao, Xiaoming Xiong:
A multi-task transfer learning method with dictionary learning. Knowl. Based Syst. 191: 105233 (2020)
[j21]
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Yanshan Xiao, Zijian Yin, Bo Liu:
A similarity-based two-view multiple instance learning method for classification. Knowl. Based Syst. 201-202: 105661 (2020)
[j20]
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Luyue Lin, Bo Liu, Xin Zheng, Yanshan Xiao, Zhijing Liu, Hao Cai:
An efficient multi-label learning method with label projection. Knowl. Based Syst. 207: 106298 (2020)
2019
[j19]
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Hao Cai, Bo Liu, Yanshan Xiao, Luyue Lin:
Semi-supervised multi-view clustering based on constrained nonnegative matrix factorization. Knowl. Based Syst. 182 (2019)
2018
[j18]
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Zhifeng Hao, Yibang Ruan, Yanshan Xiao, Bo Liu:
A multi-task-based classification framework for multi-instance distance metric learning. Neurocomputing 275: 418-429 (2018)
[j17]
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Bo Liu, Yanshan Xiao, Zhifeng Hao:
A Selective Multiple Instance Transfer Learning Method for Text Categorization Problems. Knowl. Based Syst. 141: 178-187 (2018)
[j16]
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Yanshan Xiao, Bo Liu, Zhifeng Hao:
Multiple-Instance Ordinal Regression. IEEE Trans. Neural Networks Learn. Syst. 29(9): 4398-4413 (2018)
2017
[j15]
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Yanshan Xiao, Bo Liu, Jie Yin, Zhifeng Hao:
A multiple-instance stream learning framework for adaptive document categorization. Knowl. Based Syst. 120: 198-210 (2017)
[j14]
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Bo Liu, Yanshan Xiao, Longbing Cao:
SVM-based multi-state-mapping approach for multi-class classification. Knowl. Based Syst. 129: 79-96 (2017)
[j13]
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Yanshan Xiao, Bo Liu, Zhifeng Hao:
A Sphere-Description-Based Approach for Multiple-Instance Learning. IEEE Trans. Pattern Anal. Mach. Intell. 39(2): 242-257 (2017)
2016
[j12]
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Yanshan Xiao, Bo Liu, Zhifeng Hao:
A Maximum Margin Approach for Semisupervised Ordinal Regression Clustering. IEEE Trans. Neural Networks Learn. Syst. 27(5): 1003-1019 (2016)
2015
[j11]
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Yanshan Xiao, Bo Liu, Philip S. Yu, Zhifeng Hao:
A robust one-class transfer learning method with uncertain data. Knowl. Inf. Syst. 44(2): 407-438 (2015)
2014
[j10]
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Yanshan Xiao, Bo Liu, Zhifeng Hao, Longbing Cao:
A K-Farthest-Neighbor-based approach for support vector data description. Appl. Intell. 41(1): 196-211 (2014)
[j9]
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Bo Liu, Yanshan Xiao, Philip S. Yu, Zhifeng Hao, Longbing Cao:
An efficient orientation distance-based discriminative feature extraction method for multi-classification. Knowl. Inf. Syst. 39(2): 409-433 (2014)
[j8]
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Yanshan Xiao, Bo Liu, Zhifeng Hao, Longbing Cao:
A Similarity-Based Classification Framework for Multiple-Instance Learning. IEEE Trans. Cybern. 44(4): 500-515 (2014)
[j7]
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Bo Liu, Yanshan Xiao, Philip S. Yu, Longbing Cao, Yun Zhang, Zhifeng Hao:
Uncertain One-Class Learning and Concept Summarization Learning on Uncertain Data Streams. IEEE Trans. Knowl. Data Eng. 26(2): 468-484 (2014)
[j6]
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Bo Liu, Yanshan Xiao, Philip S. Yu, Zhifeng Hao, Longbing Cao:
An Efficient Approach for Outlier Detection with Imperfect Data Labels. IEEE Trans. Knowl. Data Eng. 26(7): 1602-1616 (2014)
2013
[j5]
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Bo Liu, Yanshan Xiao, Longbing Cao, Zhifeng Hao, Feiqi Deng:
SVDD-based outlier detection on uncertain data. Knowl. Inf. Syst. 34(3): 597-618 (2013)
2010
[j4]
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Yanshan Xiao, Bo Liu, Dan Luo, Longbing Cao, Feiqi Deng, Zhifeng Hao:
Multi-agent system for customer relationship management with SVMs tool. Int. J. Intell. Inf. Database Syst. 4(2): 121-136 (2010)
2008
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Yanshan Xiao, Bo Liu, Longbing Cao:
A Chinese question classification using one-vs-one method as a learning tool. Int. J. Intell. Inf. Database Syst. 2(4): 446-459 (2008)
[j2]
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Bo Liu, Zhifeng Hao, Eric C. C. Tsang:
Nesting One-Against-One Algorithm Based on SVMs for Pattern Classification. IEEE Trans. Neural Networks 19(12): 2044-2052 (2008)
2007
[j1]
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Bo Liu, Zhifeng Hao, Xiaowei Yang:
Nesting Algorithm for Multi-Classification Problems. Soft Comput. 11(4): 383-389 (2007)

Conference and Workshop Papers

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2022
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Jian Xu, Bo Liu, Yanshan Xiao:
A Separating Embedding Space Based Relation Network with RGB Modality Only for Cloth-Changing Person Re-Identification. CSAE 2022: 10:1-10:5
2021
[c24]
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Zhiyong Che, Bo Liu, Yanshan Xiao:
A Dictionary-Based Method for Classification with Universum Data. CSAE 2021: 40:1-40:6
2020
[c23]
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  - conf/icarcv/LinLLX20
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Luyue Lin, Dacai Liu, Bo Liu, Yanshan Xiao:
A Latent Variables Augmentation Method Based on Adversarial Training for Image Categorization with Insufficient Training Samples. ICARCV 2020: 969-975
2019
[c22]
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  - conf/csae/CaiLXLZC19
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Hao Cai, Bo Liu, Yanshan Xiao, Luyue Lin, Sujuan Zhou, Zhiyong Che:
Simultaneously Learning Adaptive Neighbors and Clustering Label via Semi-Supervised NMF. CSAE 2019: 15:1-15:6
2017
[c21]
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WuYang Ding, Bo Liu, Yanshan Xiao:
Real-Time Face Recognition Based on Sparse Illumination Learning. CSE/EUC (1) 2017: 272-277
[c20]
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Wei He, Bo Liu, Yanshan Xiao:
Multi-View Action Recognition Method Based on Regularized Extreme Learning Machine. CSE/EUC (1) 2017: 854-857
[c19]
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Luyue Lin, Bo Liu, Yanshan Xiao:
An object tracking method based on CNN and optical flow. ICNC-FSKD 2017: 24-31
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Zibin Li, Bo Liu, Yanshan Xiao:
Cluster and dynamic-TrAdaBoost-based transfer learning for text classification. ICNC-FSKD 2017: 2291-2295
[c17]
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Guanghui Lu, Bo Liu, Yanshan Xiao:
Cross-angle behavior recognition via supervised dictionary learning. ICNC-FSKD 2017: 2296-2300
2013
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Bo Liu, Philip S. Yu, Yanshan Xiao, Zhifeng Hao:
One-Class Transfer Learning with Uncertain Data. PAKDD (1) 2013: 471-483
[c15]
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Zhifeng Hao, Bo Liu, Yanshan Xiao, Philip S. Yu:
MODS: Multiple One-class Data Streams Learning from Homogeneous Data. SDM 2013: 722-730
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Longbing Cao, Zhifeng Hao, Bo Liu, Yanshan Xiao, Philip S. Yu:
Robust Textual Data Streams Mining Based on Continuous Transfer Learning. SDM 2013: 731-739
2011
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Yanshan Xiao, Bo Liu, Jie Yin, Longbing Cao, Chengqi Zhang, Zhifeng Hao:
Similarity-Based Approach for Positive and Unlabeled Learning. IJCAI 2011: 1577-1582
[c12]
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Bo Liu, Yanshan Xiao, Longbing Cao, Philip S. Yu:
One-Class-Based Uncertain Data Stream Learning. SDM 2011: 992-1003
2010
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Bo Liu, Yanshan Xiao, Longbing Cao, Philip S. Yu:
Orientation distance-based discriminative feature extraction for multi-class classification. CIKM 2010: 909-918
[c10]
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Yanshan Xiao, Bo Liu, Longbing Cao:
K-farthest-neighbors-based concept boundary determination for support vector data description. CIKM 2010: 1701-1704
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Bo Liu, Jie Yin, Yanshan Xiao, Longbing Cao, Philip S. Yu:
Exploiting Local Data Uncertainty to Boost Global Outlier Detection. ICDM 2010: 304-313
[c8]
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Yanshan Xiao, Bo Liu, Longbing Cao, Jie Yin, Xindong Wu:
SMILE: A Similarity-Based Approach for Multiple Instance Learning. ICDM 2010: 589-598
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Bo Liu, Yanshan Xiao, Longbing Cao, Philip S. Yu:
Vote-Based LELC for Positive and Unlabeled Textual Data Streams. ICDM Workshops 2010: 951-958
2009
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Yanshan Xiao, Bo Liu, Longbing Cao, Xindong Wu, Chengqi Zhang, Zhifeng Hao, Fengzhao Yang, Jie Cao:
Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data. ICDM Workshops 2009: 82-87
2008
[c5]
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Yanshan Xiao, Feiqi Deng, Bo Liu, Shouqiang Liu, Dan Luo, Guohua Liang:
A Learning Process Using SVMs for Multi-agents Decision Classification. Web Intelligence/IAT Workshops 2008: 583-586
[c4]
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Bo Liu, Longbing Cao, Philip S. Yu, Chengqi Zhang:
Multi-Space-Mapped SVMs for Multi-class Classification. ICDM 2008: 911-916
[c3]
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Yanshan Xiao, Bo Liu, Dan Luo, Longbing Cao:
Multi-agent System for Custom Relationship Management with SVMs Tool. KES-AMSTA 2008: 333-340
2006
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Bo Liu, Xiaowei Yang, Zhifeng Hao:
Binary Tree Support Vector Machine Based on Kernel Fisher Discriminant for Multi-classification. ISNN (1) 2006: 997-1003
2005
[c1]
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Zhifeng Hao, Bo Liu, Xiaowei Yang, Yanchun Liang, Feng Zhao:
Twi-Map Support Vector Machine for Multi-classification Problems. ISNN (1) 2005: 869-874

Editorship

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2013
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Jiuyong Li, Longbing Cao, Can Wang, Kay Chen Tan, Bo Liu, Jian Pei, Vincent S. Tseng:
Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD, Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers. Lecture Notes in Computer Science 7867, Springer 2013, ISBN 978-3-642-40318-7 [contents]

Informal and Other Publications

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2025
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Yanshan Xiao, Kaihong Wu, Bo Liu:
Multi-View Semi-Supervised Label Distribution Learning with Local Structure Complementarity. CoRR abs/2510.13917 (2025)
2019
[i1]
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Yanshan Xiao, HuaiPei Wang, Bo Liu:
Transfer Learning-Based Label Proportions Method with Data of Uncertainty. CoRR abs/1908.06603 (2019)

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