个人简历

工作经历
2016.10-今 南京理工大学 教授、博导
教育经历
2007.09-2010.06 华东理工大学 学士
2010.09-2016.06 上海交通大学&悉尼科技大学 双博士

研究领域

机器学习、模式识别、数据挖掘、计算机视觉

近期论文

Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification Sheng Wan, Chen Gong, Ping Zhong, Bo Du, Lefei Zhang, Jian Yang. IEEE Transactions on Geoscience and Remote Sensing (TGRS): 2019 下载全文
A Survey on Multi-output Learning Donna Xu, Yaxin Shi, Ivor Tsang, Yew-Soon Ong, Chen Gong, Xiaobo Shen. IEEE Transactions on Neural Networks and Learning Systems (TNNLS): 2019
Loss Decomposition and Centroid Estimation for Positive and Unlabeled Learning Chen Gong, Hong Shi, Tongliang Liu, Chuang Zhang, Jian Yang, Dacheng Tao. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI): 2019
Are Anchor Points Really Indispensable in Label-Noise Learning? Xiaobo Xia, Tongliang Liu, Nannan Wang, Bo Han, Chen Gong, Gang Niu, Masashi Sugiyama. Annual Conference on Neural Information Processing Systems (NIPS): 2019
Curvilinear Distance Metric Learning Shuo Chen, Lei Luo, Jian Yang, Chen Gong, Jun Li, Heng Huang. Annual Conference on Neural Information Processing Systems (NIPS): 2019
Harnessing Side Information for Classification under Label Noise Yang Wei, Chen Gong, Shuo Chen, Tongliang Liu, Jian Yang, Dacheng Tao. IEEE Transactions on Neural Networks and Learning Systems (TNNLS): 2019 下载全文
Towards Making Unsupervised Graph Hashing Discriminative Chao Ma, Chen Gong, Xiang Li, Xiaolin Huang, Jie Yang. IEEE Transactions on Multimedia (TMM): 2019
Positive and Unlabeled Learning with Label Disambiguation Chuang Zhang, Dexin Ren, Tongliang Liu, Jian Yang, Chen Gong. International Joint Conference on Artificial Intelligence (IJCAI): 2019
Multi-modal Curriculum Learning over Graphs Chen Gong, Jian Yang, Dacheng Tao. ACM Transactions on Intelligent Systems and Technology (TIST): 2019
Multi-Manifold Positive and Unlabeled Learning for Visual Analysis Chen Gong, Hong Shi, Jie Yang, Jian Yang. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT): 2019
Efficient Recovery of Low Rank Matrix via Double Nonconvex Nonsmooth Rank Minimization Hengmin Zhang, Chen Gong, Jianjun Qian, Bob Zhang, Chunyan Xu, Jian Yang. IEEE Transactions on Neural Networks and Learning Systems (TNNLS): 2019
Multi-view Latent Space Learning with Feature Redundancy Minimization Tao Zhou, Changqing Zhang, Chen Gong, Harish Bhaskar, Jie Yang. IEEE Transactions on Cybernetics (TCYB):
Delta-norm based Robust Regression with Applications to Image Analysis Shuo Chen, Jian Yang, Yang Wei, Lei Luo, Gui-fu Lu, Chen Gong. IEEE Transactions on Cybernetics (TCYB): 2019
Coupled Bilinear Discriminant Projection for Cross-view Gait Recognition Xianye Ben, Chen Gong, Peng Zhang, Rui Yan, Qiang Wu, Weixiao Meng. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT): 2019
Coupled Patch Alignment for Matching Cross-view Gaits Xianye Ben, Chen Gong, Peng Zhang, Xitong Jia, Qiang Wu, Weixiao Meng. IEEE Transactions on Image Processing (TIP): 2019
Large-Margin Label-Calibrated Support Vector Machines for Positive and Unlabeled Learning Chen Gong, Tongliang Liu, Jian Yang, Dacheng Tao. IEEE Transactions on Neural Networks and Learning Systems (TNNLS): 2019
Inter-Class Angular Loss for Convolutional Neural Networks Le Hui, Xiang Li, Chen Gong, Meng Fang, Joey Tianyi Zhou, Jian Yang. AAAI: 2019
Data-Adaptive Metric Learning with Scale Alignment Shuo Chen, Chen Gong, Jian Yang, Ying Tai, Lei Hui, Jun Li. AAAI: 2019 下载全文
Learning with Annotation of Various Degrees Joey Tianyi Zhou, Meng Fang, Hao Zhang, Chen Gong, Xi Peng, Zhiguo Cao, Rick Siow Mong Goh. IEEE Transactions on Neural Networks and Learning Systems (TNNLS): 2018
Multi-view Latent Space Learning with Feature Redundancy Minimization Tao Zhou, Changqing Zhang, Chen Gong, Harish Bhaskar, Jie Yang. IEEE Transactions on Cybernetics (TCYB): 2018
Indefinite Kernel Logistic Regression with Concave-inexact-convex Procedure Fanghui Liu, Xiaolin Huang, Chen Gong, Jie Yang, Johan A.K. Suykens. IEEE Transactions on Neural Networks and Learning Systems (TNNLS): 2018 下载全文
Teaching Semi-Supervised Classifier via Generalized Distillation Chen Gong, Xiaojun Chang, Meng Fang, Jian Yang. International Joint Conference on Artificial Intelligence (IJCAI): 2018 下载全文