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2020 – today
- 2021
[j39]Huiying Zhang, Yu Zhang, Xin Geng:
Practical age estimation using deep label distribution learning. Frontiers Comput. Sci. 15(3): 153318 (2021)- [j38]Jiaqi Lv, Tianran Wu, Cheng-Lun Peng, Yun-Peng Liu, Ning Xu
, Xin Geng:
Compact learning for multi-label classification. Pattern Recognit. 113: 107833 (2021) - [j37]Ning Xu, Yun-Peng Liu, Xin Geng:
Label Enhancement for Label Distribution Learning. IEEE Trans. Knowl. Data Eng. 33(4): 1632-1643 (2021) - [j36]Haitao Zhang, Xin Geng, Huadong Ma:
Learning-Driven Interference-Aware Workload Parallelization for Streaming Applications in Heterogeneous Cluster. IEEE Trans. Parallel Distributed Syst. 32(1): 1-15 (2021) - 2020
- [j35]Xin Geng, Haitao Zhang, Zhengyang Zhao, Huadong Ma:
Interference-aware parallelization for deep learning workload in GPU cluster. Clust. Comput. 23(4): 2689-2702 (2020) - [j34]Junjie Wu, Su Chen, Xin Geng:
The effect of entrepreneurial social capital on dynamic capability: the moderating role of the entrepreneurial spirit. Int. J. Wirel. Mob. Comput. 19(4): 367-375 (2020) - [j33]Yu Zhang, Siya Mi, Jianxin Wu, Xin Geng:
Simultaneous 3D hand detection and pose estimation using single depth images. Pattern Recognit. Lett. 140: 43-48 (2020) - [c63]Ning Xu, Yun-Peng Liu, Xin Geng:
Partial Multi-Label Learning with Label Distribution. AAAI 2020: 6510-6517 - [c62]Shikai Chen, Jianfeng Wang, Yuedong Chen, Zhongchao Shi, Xin Geng, Yong Rui:
Label Distribution Learning on Auxiliary Label Space Graphs for Facial Expression Recognition. CVPR 2020: 13981-13990 - [c61]Jiaqi Lv, Miao Xu, Lei Feng, Gang Niu, Xin Geng, Masashi Sugiyama:
Progressive Identification of True Labels for Partial-Label Learning. ICML 2020: 6500-6510 - [c60]Ning Xu, Jun Shu, Yun-Peng Liu, Xin Geng:
Variational Label Enhancement. ICML 2020: 10597-10606 - [c59]Yun-Peng Liu, Ning Xu, Yu Zhang, Xin Geng:
Label Distribution for Learning with Noisy Labels. IJCAI 2020: 2568-2574 - [c58]Yongbiao Gao, Yu Zhang, Xin Geng:
Label Enhancement for Label Distribution Learning via Prior Knowledge. IJCAI 2020: 3223-3229 - [c57]Lei Feng, Jiaqi Lv, Bo Han, Miao Xu, Gang Niu, Xin Geng, Bo An, Masashi Sugiyama:
Provably Consistent Partial-Label Learning. NeurIPS 2020 - [i9]Jiaqi Lv, Miao Xu, Lei Feng, Gang Niu, Xin Geng, Masashi Sugiyama:
Progressive Identification of True Labels for Partial-Label Learning. CoRR abs/2002.08053 (2020) - [i8]Bin-Bin Gao, Xinxin Liu, Hong-Yu Zhou, Jianxin Wu, Xin Geng:
Learning Expectation of Label Distribution for Facial Age and Attractiveness Estimation. CoRR abs/2007.01771 (2020) - [i7]Lei Feng, Jiaqi Lv, Bo Han, Miao Xu, Gang Niu, Xin Geng, Bo An, Masashi Sugiyama:
Provably Consistent Partial-Label Learning. CoRR abs/2007.08929 (2020) - [i6]Jiaqi Lv, Tianran Wu, Cheng-Lun Peng, Yun-Peng Liu, Ning Xu, Xin Geng:
Compact Learning for Multi-Label Classification. CoRR abs/2009.08607 (2020)
2010 – 2019
- 2019
- [j32]Dan Zhang, Yinghong Wen, Jinbao Zhang, Jianjun Xiao, Dong Liu, Xin Geng:
Coupling Analysis for Shielded Cables in the Train Using Hybrid Method. IEEE Access 7: 76022-76029 (2019) - [j31]Miaogen Ling, Xin Geng:
Soft video parsing by label distribution learning. Frontiers Comput. Sci. 13(2): 302-317 (2019) - [j30]Huiqi Guan, Haresh Gurnani, Xin Geng, Yadong Luo:
Strategic Inventory and Supplier Encroachment. Manuf. Serv. Oper. Manag. 21(3): 536-555 (2019) - [j29]Huiying Zhang, Xin Geng, Yu Zhang, Fanyong Cheng:
Recurrent age estimation. Pattern Recognit. Lett. 125: 271-277 (2019) - [j28]Miaogen Ling, Xin Geng:
Indoor Crowd Counting by Mixture of Gaussians Label Distribution Learning. IEEE Trans. Image Process. 28(11): 5691-5701 (2019) - [c56]Kai Su, Xin Geng:
Soft Facial Landmark Detection by Label Distribution Learning. AAAI 2019: 5008-5015 - [c55]Jing Wang, Xin Geng:
Theoretical Analysis of Label Distribution Learning. AAAI 2019: 5256-5263 - [c54]Changdong Xu, Xin Geng:
Hierarchical Classification Based on Label Distribution Learning. AAAI 2019: 5533-5540 - [c53]Ning Xu, Jiaqi Lv, Xin Geng:
Partial Label Learning via Label Enhancement. AAAI 2019: 5557-5564 - [c52]Kai Su, Dongdong Yu, Zhenqi Xu, Xin Geng, Changhu Wang:
Multi-Person Pose Estimation With Enhanced Channel-Wise and Spatial Information. CVPR 2019: 5674-5682 - [c51]Zhengjun Xu, Haitao Zhang, Xin Geng, Qiong Wu, Huadong Ma:
Adaptive Function Launching Acceleration in Serverless Computing Platforms. ICPADS 2019: 9-16 - [c50]Jiaqi Lv, Ning Xu, RenYi Zheng, Xin Geng:
Weakly Supervised Multi-Label Learning via Label Enhancement. IJCAI 2019: 3101-3107 - [c49]Jing Wang, Xin Geng:
Classification with Label Distribution Learning. IJCAI 2019: 3712-3718 - [c48]Ke Wang, Xin Geng:
Discrete Binary Coding based Label Distribution Learning. IJCAI 2019: 3733-3739 - [c47]Zhengyang Zhao, Haitao Zhang, Xin Geng, Huadong Ma:
Resource-Aware Cache Management for In-Memory Data Analytics Frameworks. ISPA/BDCloud/SocialCom/SustainCom 2019: 364-371 - [i5]Kai Su, Dongdong Yu, Zhenqi Xu, Xin Geng, Changhu Wang:
Multi-Person Pose Estimation with Enhanced Channel-wise and Spatial Information. CoRR abs/1905.03466 (2019) - [i4]Dongdong Yu, Kai Su, Xin Geng, Changhu Wang:
A Context-and-Spatial Aware Network for Multi-Person Pose Estimation. CoRR abs/1905.05355 (2019) - 2018
- [j27]Min-Ling Zhang, Yu-Kun Li, Xu-Ying Liu, Xin Geng:
Binary relevance for multi-label learning: an overview. Frontiers Comput. Sci. 12(2): 191-202 (2018) - [j26]Laila Rasmy, Yonghui Wu, Ningtao Wang, Xin Geng, W. Jim Zheng, Fei Wang, Hulin Wu, Hua Xu, Degui Zhi:
A study of generalizability of recurrent neural network-based predictive models for heart failure onset risk using a large and heterogeneous EHR data set. J. Biomed. Informatics 84: 11-16 (2018) - [c46]Ruifeng Shao, Ning Xu, Xin Geng:
Multi-label Learning with Label Enhancement. ICDM 2018: 437-446 - [c45]Haitao Zhang, Bingchang Tang, Xin Geng, Huadong Ma:
Learning Driven Parallelization for Large-Scale Video Workload in Hybrid CPU-GPU Cluster. ICPP 2018: 32:1-32:10 - [c44]Bin-Bin Gao, Hong-Yu Zhou, Jianxin Wu, Xin Geng:
Age Estimation Using Expectation of Label Distribution Learning. IJCAI 2018: 712-718 - [c43]Cheng-Lun Peng, An Tao, Xin Geng:
Label Embedding Based on Multi-Scale Locality Preservation. IJCAI 2018: 2623-2629 - [c42]Ke Wang, Xin Geng:
Binary Coding based Label Distribution Learning. IJCAI 2018: 2783-2789 - [c41]Ning Xu, An Tao, Xin Geng:
Label Enhancement for Label Distribution Learning. IJCAI 2018: 2926-2932 - [c40]An Tao, Ning Xu, Xin Geng:
Labeling Information Enhancement for Multi-label Learning with Low-Rank Subspace. PRICAI (1) 2018: 671-683 - [e2]Xin Geng, Byeong-Ho Kang:
PRICAI 2018: Trends in Artificial Intelligence - 15th Pacific Rim International Conference on Artificial Intelligence, Nanjing, China, August 28-31, 2018, Proceedings, Part I. Lecture Notes in Computer Science 11012, Springer 2018, ISBN 978-3-319-97303-6 [contents] - [e1]Xin Geng, Byeong-Ho Kang:
PRICAI 2018: Trends in Artificial Intelligence - 15th Pacific Rim International Conference on Artificial Intelligence, Nanjing, China, August 28-31, 2018, Proceedings, Part II. Lecture Notes in Computer Science 11013, Springer 2018, ISBN 978-3-319-97309-8 [contents] - 2017
- [j25]Hao Zheng, Xin Geng:
Facial expression recognition via weighted group sparsity. Frontiers Comput. Sci. 11(2): 266-275 (2017) - [j24]Bin-Bin Gao, Chao Xing, Chen-Wei Xie, Jianxin Wu, Xin Geng:
Deep Label Distribution Learning With Label Ambiguity. IEEE Trans. Image Process. 26(6): 2825-2838 (2017) - [j23]Zhouzhou He, Xi Li, Zhongfei Zhang, Fei Wu, Xin Geng, Yaqing Zhang, Ming-Hsuan Yang, Yueting Zhuang:
Data-Dependent Label Distribution Learning for Age Estimation. IEEE Trans. Image Process. 26(8): 3846-3858 (2017) - [c39]Xin Geng, Miaogen Ling:
Soft Video Parsing by Label Distribution Learning. AAAI 2017: 1331-1337 - [c38]Peng Hou, Xin Geng, Zeng-Wei Huo, Jiaqi Lv:
Semi-Supervised Adaptive Label Distribution Learning for Facial Age Estimation. AAAI 2017: 2015-2021 - [c37]Zeng-Wei Huo, Xin Geng:
Ordinal Zero-Shot Learning. IJCAI 2017: 1916-1922 - [c36]Yi Ren, Xin Geng:
Sense Beauty by Label Distribution Learning. IJCAI 2017: 2648-2654 - [c35]Xin Geng, Yinghong Wen, Jinbao Zhang:
An approach to evaluating digital transmission under electromagnetic disturbance using joint statistical parameters. ITST 2017: 1-5 - [i3]Ruifeng Shao, Xin Geng, Ning Xu:
Multi-Label Learning with Label Enhancement. CoRR abs/1706.08323 (2017) - 2016
- [j22]Xin Geng, Jiaogen Zhou, Jihong Guan:
Side-chain dynamics analysis of KE07 series. Comput. Biol. Chem. 65: 148-153 (2016) - [j21]Hao Zheng, Xin Geng, Dacheng Tao, Zhong Jin:
A multi-task model for simultaneous face identification and facial expression recognition. Neurocomputing 171: 515-523 (2016) - [j20]Xin Geng:
Opaque selling in congested systems. Oper. Res. Lett. 44(6): 737-741 (2016) - [j19]Xin Geng:
Label Distribution Learning. IEEE Trans. Knowl. Data Eng. 28(7): 1734-1748 (2016) - [c34]Peng Hou, Xin Geng, Min-Ling Zhang:
Multi-Label Manifold Learning. AAAI 2016: 1680-1686 - [c33]Xingjian Yan, Jianing Pang, Hang Qi, Yixin Zhu, Chunxue Bai, Xin Geng, Mina Liu, Demetri Terzopoulos, Xiaowei Ding:
Classification of Lung Nodule Malignancy Risk on Computed Tomography Images Using Convolutional Neural Network: A Comparison Between 2D and 3D Strategies. ACCV Workshops (3) 2016: 91-101 - [c32]Zeng-Wei Huo, Xu Yang, Chao Xing, Ying Zhou, Peng Hou, Jiaqi Lv, Xin Geng:
Deep Age Distribution Learning for Apparent Age Estimation. CVPR Workshops 2016: 722-729 - [c31]Chao Xing, Xin Geng, Hui Xue:
Logistic Boosting Regression for Label Distribution Learning. CVPR 2016: 4489-4497 - [c30]Deyu Zhou, Xuan Zhang, Yin Zhou, Quan Zhao, Xin Geng:
Emotion Distribution Learning from Texts. EMNLP 2016: 638-647 - [c29]Xu Yang, Xin Geng, Deyu Zhou:
Sparsity Conditional Energy Label Distribution Learning for Age Estimation. IJCAI 2016: 2259-2265 - [c28]Xiaowei Ding, Xin Geng, Chenfanfu Jiang, Feng Tian, Xingjian Yan, Hang Qi, Lei Zhang, Yongchang Zheng:
Fast Automated Liver Delineation from Computational Tomography Angiography. MIUA 2016: 87-92 - [c27]Hao Zheng, Xin Geng, Zhongxue Yang:
A Relaxed K-SVD Algorithm for Spontaneous Micro-Expression Recognition. PRICAI 2016: 692-699 - [i2]Bin-Bin Gao, Chao Xing, Chen-Wei Xie, Jianxin Wu, Xin Geng:
Deep Label Distribution Learning with Label Ambiguity. CoRR abs/1611.01731 (2016) - 2015
- [j18]Zhaoxiang Zhang, Mo Wang, Xin Geng:
Crowd counting in public video surveillance by label distribution learning. Neurocomputing 166: 151-163 (2015) - [c26]Xu Yang, Bin-Bin Gao, Chao Xing, Zeng-Wei Huo, Xiu-Shen Wei, Ying Zhou, Jianxin Wu, Xin Geng:
Deep Label Distribution Learning for Apparent Age Estimation. ICCV Workshops 2015: 344-350 - [c25]Yu-Kun Li, Min-Ling Zhang, Xin Geng:
Leveraging Implicit Relative Labeling-Importance Information for Effective Multi-label Learning. ICDM 2015: 251-260 - [c24]Xin Geng, Peng Hou:
Pre-release Prediction of Crowd Opinion on Movies by Label Distribution Learning. IJCAI 2015: 3511-3517 - [c23]Ying Zhou, Hui Xue, Xin Geng:
Emotion Distribution Recognition from Facial Expressions. ACM Multimedia 2015: 1247-1250 - [r2]Xin Geng, Kate Smith-Miles:
Incremental Learning. Encyclopedia of Biometrics 2015: 912-917 - 2014
- [j17]Xin Geng, Woonghee Tim Huh, Mahesh Nagarajan:
Sequential resource allocation with constraints: Two-customer case. Oper. Res. Lett. 42(1): 70-75 (2014) - [c22]Xin Geng, Yu Xia:
Head Pose Estimation Based on Multivariate Label Distribution. CVPR 2014: 1837-1842 - [c21]Xin Geng, Longrun Luo:
Multilabel Ranking with Inconsistent Rankers. CVPR 2014: 3742-3747 - [c20]Xin Geng, Qin Wang, Yu Xia:
Facial Age Estimation by Adaptive Label Distribution Learning. ICPR 2014: 4465-4470 - [p1]Xin Geng:
Facial Age Estimation: A Data Representation Perspective. Human-Centered Social Media Analytics 2014: 149-174 - [i1]Xin Geng, Quan Zhao:
Label Distribution Learning. CoRR abs/1408.6027 (2014) - 2013
- [j16]Jianyu Lan, Houjun Tang, Xin Geng:
Finite Element Analysis of a Contactless Transformer. J. Networks 8(10): 2302-2309 (2013) - [j15]Xin Geng, Chao Yin, Zhi-Hua Zhou:
Facial Age Estimation by Learning from Label Distributions. IEEE Trans. Pattern Anal. Mach. Intell. 35(10): 2401-2412 (2013) - [c19]Xin Geng, Rongzi Ji:
Label Distribution Learning. ICDM Workshops 2013: 377-383 - [c18]Yu Xia, Yongzhen Huang, Liang Wang, Xin Geng:
Pedestrian Detection Based on Incremental Learning. IScIDE 2013: 603-610 - 2012
- [j14]Xin Geng, Jihong Guan, Qiwen Dong, Shuigeng Zhou:
An improved genetic algorithm for statistical potential function design and protein structure prediction. Int. J. Data Min. Bioinform. 6(2): 162-177 (2012) - [j13]Xin Geng, Houjun Tang, Liangyu Bai, Nan Jin:
Research on Variable Structure Control Strategy Based on Direct BUCK AC-AC Converter. J. Comput. 7(11): 28052812 (2012) - [j12]Xin Geng, Xiaoguang Hu, Jin Xiao:
Quaternion switching filter for impulse noise reduction in color image. Signal Process. 92(1): 150-162 (2012) - [c17]Chao Yin, Xin Geng:
Facial Age Estimation by Conditional Probability Neural Network. CCPR 2012: 243-250 - [c16]Xin Geng, Ke Chen, Xiaoguang Hu:
An improved Canny edge detection algorithm for color image. INDIN 2012: 113-117 - [c15]Ke Chen, Xin Geng, Xiaoguang Hu:
Routing algorithm of power line carrier meter reading based on ant colony genetic algorithm. INDIN 2012: 196-201 - 2011
- [j11]Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou, Liang Wang:
Face Image Modeling by Multilinear Subspace Analysis With Missing Values. IEEE Trans. Syst. Man Cybern. Part B 41(3): 881-892 (2011) - 2010
- [j10]Xin Geng, Kate Smith-Miles, Liang Wang, Ming Li, Qiang Wu:
Context-aware fusion: A case study on fusion of gait and face for human identification in video. Pattern Recognit. 43(10): 3660-3673 (2010) - [j9]Liang Wang, Xin Geng, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao:
Enhanced Visual Analysis for Cluster Tendency Assessment and Data Partitioning. IEEE Trans. Knowl. Data Eng. 22(10): 1401-1414 (2010) - [c14]Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou:
Facial Age Estimation by Learning from Label Distributions. AAAI 2010 - [c13]Jianyu Zhao, Diankui Tang, Xin Geng, Lei Jia:
Urban Arterial Traffic Coordination Control System. AICI (2) 2010: 275-283
2000 – 2009
- 2009
- [j8]Liang Wang, Qiang Wu, Ming Li, Jordi Gonzàlez, Xin Geng:
Editorial. Int. J. Pattern Recognit. Artif. Intell. 23(7): 1221-1222 (2009) - [j7]Liang Wang, Qiang Wu, Hanzi Wang, Xin Geng, Ming Li:
Image/video-based pattern analysis and HCI applications. Pattern Recognit. Lett. 30(12): 1047 (2009) - [c12]Xiaorong Cheng, Yan Wei, Xin Geng:
A Support Vector Machines Security Assessment Method Based on Group Decision-Marking for Electric Power Information System. IAS 2009: 536-539 - [c11]Qiwen Dong, Xin Geng, Shuigeng Zhou, Jihong Guan:
Empirical Probability Functions Derived from Dihedral Angles for Protein Structure Prediction. BIBE 2009: 146-152 - [c10]Xin Geng, Kate Smith-Miles:
Facial age estimation by multilinear subspace analysis. ICASSP 2009: 865-868 - [c9]Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou, Liang Wang:
Face image modeling by multilinear subspace analysis with missing values. ACM Multimedia 2009: 629-632 - [r1]Xin Geng, Kate Smith-Miles:
Incremental Learning. Encyclopedia of Biometrics 2009: 731-735 - 2008
- [j6]Xin Geng, Zhi-Hua Zhou, Kate Smith-Miles:
Correction to "Automatic Age Estimation Based on Facial Aging Patterns". IEEE Trans. Pattern Anal. Mach. Intell. 30(2): 368 (2008) - [j5]Xin Geng, Zhi-Hua Zhou, Kate Smith-Miles:
Individual Stable Space: An Approach to Face Recognition Under Uncontrolled Conditions. IEEE Trans. Neural Networks 19(8): 1354-1368 (2008) - [c8]Liang Wang, Xin Geng, Christopher Leckie, Kotagiri Ramamohanarao:
Moving shape dynamics: A signal processing perspective. CVPR 2008 - [c7]Liang Wang, Xin Geng, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao:
SpecVAT: Enhanced Visual Cluster Analysis. ICDM 2008: 638-647 - [c6]Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou:
Facial age estimation by nonlinear aging pattern subspace. ACM Multimedia 2008: 721-724 - [c5]Xin Geng, Liang Wang, Ming Li, Qiang Wu, Kate Smith-Miles:
Adaptive Fusion of Gait and Face for Human Identification in Video. WACV 2008: 1-6 - 2007
- [j4]Xin Geng, Zhi-Hua Zhou, Kate Smith-Miles:
Automatic Age Estimation Based on Facial Aging Patterns. IEEE Trans. Pattern Anal. Mach. Intell. 29(12): 2234-2240 (2007) - 2006
- [j3]Xin Geng, Zhi-Hua Zhou:
Image Region Selection and Ensemble for Face Recognition. J. Comput. Sci. Technol. 21(1): 116-125 (2006) - [c4]Xin Geng, Gang Li, Yangdong Ye, Yiqing Tu, Honghua Dai:
Abnormal Behavior Detection for Early Warning of Terrorist Attack. Australian Conference on Artificial Intelligence 2006: 1002-1009 - [c3]Xin Geng, Zhi-Hua Zhou, Yu Zhang, Gang Li, Honghua Dai:
Learning from facial aging patterns for automatic age estimation. ACM Multimedia 2006: 307-316 - [c2]Xin Geng, Zhi-Hua Zhou, Honghua Dai:
Uncontrolled Face Recognition by Individual Stable Neural Network. PRICAI 2006: 553-562 - 2005
- [j2]Xin Geng, De-Chuan Zhan, Zhi-Hua Zhou:
Supervised nonlinear dimensionality reduction for visualization and classification. IEEE Trans. Syst. Man Cybern. Part B 35(6): 1098-1107 (2005) - [c1]Xin Geng, Hanying Hu, Zhengjun Liu:
An Improved Parallel Interference Cancellation Algorithm in DS/CDMA Communication System. CIT 2005: 464-468 - 2004
- [j1]Zhi-Hua Zhou, Xin Geng:
Projection functions for eye detection. Pattern Recognit. 37(5): 1049-1056 (2004)