基本信息

刘静  研究员  中科院自动化研究所 

国家优秀青年科学基金获得者


电子邮件: jliu@nlpr.ia.ac.cn
通信地址: 北京海淀中关村东路95号智能化大厦1302
邮政编码: 100190

研究领域

视频图像分析与理解;视觉与语言;多媒体分析与检索

招生信息

   
招生专业
081104-模式识别与智能系统
081203-计算机应用技术
招生方向

网络图像分析、理解与检索
基于深度学习的目标分类、检测与分割
图像文本描述与视觉问答

招生要求
专业背景不限,但需对科研怀有强烈的兴趣,具有良好的数学基础、编程能力以及自主学习能力。 
由于招生数量有限,希望提前与我联系。 
另招收少量实习生,要求计算机相关专业的在读本科或研究生,具有较强的编程能力,实习期半年以上者优先。

教育背景

2004-09--2008-01 中国科学院自动化研究所 博士
2001-09--2004-06 山东大学 硕士
1997-09--2001-06 山东大学 本科

工作经历

2015-11--至今        中国科学院自动化研究所 模式识别国家重点实验室 研究员

2010-11--2015-10 中国科学院自动化研究所 模式识别国家重点实验室 副研究员

2008-01--2010-10 中国科学院自动化研究所 模式识别国家重点实验室 助理研究员

论文发表

   
发表论文
[1] Sun, Mingzhen, Wang, Weining, Zhu, Xinxin, Liu, Jing. Reparameterizing and dynamically quantizing image features for image generation. PATTERN RECOGNITION[J]. 2024, 146: [2] Zikang Liu, Sihan Chen, Guo Longteng, Xingjian He, Jing Liu. Enhancing Vision-Language Pre-Training with Jointly Learned Questioner and Dense Captioner. ACM International Conference on Multimedianull. 2023, [3] Yanyuan Qiao, Zheng Yu, Jing Liu, Qi Wu. March in chat: Interactive prompting for remote embodied referring expression. ICCVnull. 2023, [4] Zhao, Zijia, Guo, Longteng, He, Xingjian, Shao, Shuai, Yuan, Zehuan, Liu, Jing. MAMO: Masked Multimodal Modeling for Fine-Grained Vision-Language Representation Learning. SIGIRnull. 2023, [5] Mingzhen Sun, Weining Wang, Zihan Qin, Jiahui Sun, Sihan Chen, Jing Liu. GLOBER: Coherent Non-autoregressive Video Generation via GLOBal Guided Video DecodER. NeurIPSnull. 2023, [6] Jiawei Liu, Weining Wang, Sihan Chen, Xinxin Zhu, Jing Liu. Sounding Video Generator: A Unified Framework for Text-guided Sounding Video Generation. IEEE Trans. on Multimedia[J]. 2023, [7] Mingzhen Sun, Weining Wang, Xinxin Zhu, Jing Liu. MOSO: Decomposing MOtion, Scene and Object for Video Prediction. CVPRnull. 2023, [8] Zhang, Kun, Wu, Le, Lv, Guangyi, Chen, Enhong, Ruan, Shulan, Liu, Jing, Zhang, Zhiqiang, Zhou, Jun, Wang, Meng. Description-Enhanced Label Embedding Contrastive Learning for Text Classification. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2023, [9] Sihan Chen, Handong Li, Qunbo Wang, Zijia Zhao, Mingzhen Sun, Jing Liu. VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset. NeurIPSnull. 2023, [10] Jiawei Liu, Hao Wang, Weining Wang, Jing Liu. WL-MSR: Watch and Listen for Multimodal Subtitle Recognition. ICASSPnull. 2023, [11] He, Xingjian, Liu, Jing, Wang, Weining, Lu, Hanqing. An Efficient Sampling-Based Attention Network for Semantic Segmentation. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2022, 31: 2850-2863, http://dx.doi.org/10.1109/TIP.2022.3162101.
[12] Jie Jiang, Jing Liu, Jun Fu, Xinxin Zhu, Zechao Li, Lu, Hanqing. Global-Guided Selective Context Network for Scene Parsing. IEEE Trans. Neural Networks Learn. Syst[J]. 2022, 33(4): 1752-1764, [13] Weining Wang, Tianwei Lin, Dongliang He, Fu Li, Shilei Wen, Liang Wang, Jing Liu. Semi-Supervised Temporal Action Proposal Generation via Exploiting 2-D Proposal Map.. IEEE transactions on Multimedia (TMM)[J]. 2022, 24: 3624-3635, [14] Xu, Bingxiang, Li, Xiaoli, Gao, Xiaomeng, Jia, Yan, Liu, Jing, Li, Feifei, Zhang, Zhihua. DeNOPA: decoding nucleosome positions sensitively with sparse ATAC-seq data. BRIEFINGS IN BIOINFORMATICS[J]. 2022, 23(1): [15] He Xingjian, Liu Jing, Fu Jun, Zhu Xinxin, Wang, Jinqiao, Lu Hanqing. Consistent-Separable Feature Representation for Semantic Segmentation. AAAInull. 2021, [16] Fu, Jun, Liu, Jing, Jiang, Jie, Li, Yong, Bao, Yongjun, Lu, Hanqing. Scene Segmentation With Dual Relation-Aware Attention Network. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2021, 32(6): 2547-2560, http://dx.doi.org/10.1109/TNNLS.2020.3006524.
[17] Wang, Hao, Wang, Weining, Liu, Jing. Temporal Memory Attention for Video Semantic Segmentation. ICIPnull. 2021, http://arxiv.org/abs/2102.08643.
[18] Sihan Chen, Liu Jing. MM21Pre-training for Video Understanding Challenge: Video Captioning with Pretraining Techniques. ACMMM[J]. 2021, [19] Fei Liu, Jing Liu, Weining Wang, Lu Hanqing. HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering. ICCVnull. 2021, [20] Liu, Fei, Liu, Jing, Fang, Zhiwei, Hong, Richang, Lu, Hanqing. Visual Question Answering With Dense Inter- and Intra-Modality Interactions. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2021, 23: 3518-3529, [21] Guo, Longteng, Liu, Jing, Zhu, Xinxin, He, Xingjian, Jiang, Jie, Lu, Hanqing. Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning. IJCAInull. 2020, http://arxiv.org/abs/2005.04690.
[22] Qiao, Yanyuan, Yu, Zheng, Liu, Jing, IEEE. RANKVQA: ANSWER RE-RANKING FOR VISUAL QUESTION ANSWERING. 2020 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME)[J]. 2020, [23] Jiang, Jie, Liu, Jing, Fu, Jun, Zhu, Xinxin, Lu, Hanqing. POINT SET ATTENTION NETWORK FOR SEMANTIC SEGMENTATION. 2020 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)null. 2020, 2186-2190, [24] Guo Longteng, Liu Jing, Zhu Xinxin, Yao Peng, Lu Shichen, Lu Hanqing. Normalized and Geometry-Aware Self-Attention Network for Image Captioning. 2020 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)null. 2020, http://arxiv.org/abs/2003.08897.
[25] Liu, Jing, Li, Linlin, Yang, Yang, Hong, Bei, Chen, Xi, Xie, Qiwei, Han, Hua. Automatic Reconstruction of Mitochondria and Endoplasmic Reticulum in Electron Microscopy Volumes by Deep Learning. FRONTIERS IN NEUROSCIENCE[J]. 2020, 14: https://doaj.org/article/15d204a109b54f9b9ae112dcf4e2ab6d.
[26] Yao, Peng, Li, Jiangyun, Guo, Longteng, Liu, Jing, IEEE. MODELING LOCAL AND GLOBAL CONTEXTS FOR IMAGE CAPTIONING. 2020 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME)null. 2020, [27] Fei Liu, Jing Liu, Xinxin Zhu, Richang Hong, Hanqing Lu. Dual Hierarchical Temporal Convolutional Network with QA-Aware Dynamic Normalization for Video Story Question Answering. ACM MMnull. 2020, [28] Fu, Jun, Liu, Jing, Li, Yong, Bao, Yongjun, Yan, Weipeng, Fang, Zhiwei, Lu, Hanqing. Contextual deconvolution network for semantic segmentation. PATTERN RECOGNITION[J]. 2020, 101: 107152-, http://dx.doi.org/10.1016/j.patcog.2019.107152.
[29] Guo, Longteng, Liu, Jing, Lu, Shichen, Lu, Hanqing. Show, Tell, and Polish: Ruminant Decoding for Image Captioning. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2020, 22(8): 2149-2162, http://dx.doi.org/10.1109/TMM.2019.2951226.
[30] Liu Jing. Visual Question Answering with Dense Inter-and Intra-modality Interactions. IEEE Transactions on Multimedia. 2020, [31] Qiao, Yanyuan, Yu, Zheng, Liu, Jing, IEEE. VC-VQA: VISUAL CALIBRATION MECHANISM FOR VISUAL QUESTION ANSWERING. 2020 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)null. 2020, 1481-1485, [32] Lu, Shichen, Hu, Ruimin, Liu, Jing, Guo, Longteng, Zheng, Fei. Structure Preserving Convolutional Attention for Image Captioning. APPLIED SCIENCES-BASEL[J]. 2019, 9(14): http://dx.doi.org/10.3390/app9142888.
[33] 曹峰梅, 田海杰, 付君, 刘静. 结合特征图切分的图像语义分割. 中国图象图形学报[J]. 2019, 464-473, http://lib.cqvip.com/Qikan/Article/Detail?id=90718466504849574851484951.
[34] Fang, Zhiwei, Liu, Jing, Li, Yong, Qiao, Yanyuan, Lu, Hanqing. Improving visual question answering using dropout and enhanced question encoder. PATTERN RECOGNITION[J]. 2019, 90(1): 404-414, http://ir.ia.ac.cn/handle/173211/23483.
[35] Fei Liu, Jing Liu, Zhiwei Fang, Richang Hong, Hanqing Lu. Densely Connected Attention Flow for Visual Question Answering. IJCAI[J]. 2019, [36] Liu Jing. Multi-StyleGAN: Multi-Style Image Captioning from Non-Parallel Data using GANs and Back-Translation. CVPR. 2019, [37] Fu, Jun, Liu, Jing, Tian, Haijie, Li, Yong, Bao, Yongjun, Fang, Zhiwei, Lu, Hanqing. Dual Attention Network for Scene Segmentation. 2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019)null. 2019, 3141-3149, [38] Fang Zhiwei, Liu Jing, Tang Qu, Li Yong, Lu Hanqing, Jawahar CV, Li H, Mori G, Schindler K. Answer Distillation for Visual Question Answering. COMPUTER VISION - ACCV 2018, PT Inull. 2019, 11361: 72-87, [39] Fu, Jun, Liu, Jing, Wang, Yuhang, Li, Yong, Bao, Yongjun, Tang, Jinhui, Lu, Hanqing. Adaptive Context Network for Scene Parsing. 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2019)null. 2019, 6747-6756, [40] Liu, Fei, Liu, Jing, Hong, Richang, Lu, Hanqing. Erasing-based Attention Learning for Visual Question Answering. PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19)null. 2019, 1175-1183, http://dx.doi.org/10.1145/3343031.3350993.
[41] Liu, Fei, Liu, Jing, Fang, Zhiwei, Lu, Hanqing. Language and Visual Relations Encoding for Visual Question Answering. 2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)null. 2019, 3307-3311, [42] Li, Jiangyun, Zhao, Yikai, Fu, Jun, Wu, Jiajia, Liu, Jing. Attention-Guided Network for Semantic Video Segmentation. IEEE ACCESS[J]. 2019, 7: 140680-140689, https://doaj.org/article/88a462afd2bd4bdaa45ce252748b6cc2.
[43] Fang, Zhiwei, Liu, Jing, Liu, Xueliang, Tang, Qu, Li, Yong, Lu, Hanqing. BTDP: Toward Sparse Fusion with Block Term Decomposition Pooling for Visual Question Answering. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2019, 15(2s): 50:1-50:21, http://dx.doi.org/10.1145/3282469.
[44] Guo, Longteng, Liu, Jing, Yao, Peng, Li, Jiangwei, Lu, Hanqing. MSCap: Multi-Style Image Captioning with Unpaired Stylized Text. 2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019)null. 2019, 4199-4208, [45] 刘静, Shen Zhenwei, Fang Zhiwei. Same-Style Products Mining for Clothes Retrieval. 2018, http://ir.ia.ac.cn/handle/173211/20768.
[46] Xiao Chi, Liu Jing, Chen Xi, Han Hua, Shu Chang, Xie Qiwei, IEEE. DEEP CONTEXTUAL RESIDUAL NETWORK FOR ELECTRON MICROSCOPY IMAGE SEGMENTATION IN CONNECTOMICS. 2018 IEEE 15TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2018)null. 2018, 378-381, [47] Liu, Fei, Liu, Jing, Fu, Jun, Lu, Hanqing. Improving Residual Block for Semantic Image Segmentation. 2018 IEEE FOURTH INTERNATIONAL CONFERENCE ON MULTIMEDIA BIG DATA (BIGMM)null. 2018, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000630423400071.
[48] Fang Zhiwei, Liu Jing, Qiao Yanyuan, Tang Qu, Li Yong, Lu Hanqing. Enhancing Visual Question Answering Using Dropout. PROCEEDINGS OF THE 2018 ACM MULTIMEDIA CONFERENCE (MM'18)null. 2018, 1002-1010, http://dx.doi.org/10.1145/3240508.3240662.
[49] Xiao Chi, Liu Jing, Chen Xi, Han Hua, Shu Chang, Xie Qiwei, IEEE. DEEP CONTEXTUAL RESIDUAL NETWORK FOR ELECTRON MICROSCOPY IMAGE SEGMENTATION IN CONNECTOMICS. 2018 IEEE 15TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2018)null. 2018, 378-381, [50] Zhu, Xinxin, Li, Lixiang, Liu, Jing, Li, Ziyi, Peng, Haipeng, Niu, Xinxin. Image captioning with triple-attention and stack parallel LSTM. NEUROCOMPUTING[J]. 2018, 319: 55-65, http://dx.doi.org/10.1016/j.neucom.2018.08.069.
[51] Zhu, Xinxin, Li, Lixiang, Liu, Jing, Guo, Longteng, Fang, Zhiwei, Peng, Haipeng, Niu, Xinxin. Image Captioning with Word Gate and Adaptive Self-Critical Learning. APPLIED SCIENCES-BASEL[J]. 2018, 8(6): https://doaj.org/article/a0aef56050d0464ca041692cb29ee181.
[52] Qu Tang, 刘静, Fang Zhiwei, 卢汉清, Li Yong, Qiao Yanyuan. Enhancing Visual Question Answering Using Dropout. 2018, http://ir.ia.ac.cn/handle/173211/23597.
[53] Fang Zhiwei, Liu Jing, Tang Qu, Li Yong, Lu Hanqing. Answer Distillation for Visual Question Answering. ACCVnull. 2018, http://ir.ia.ac.cn/handle/173211/23599.
[54] Zhu, Xinxin, Li, Lixiang, Liu, Jing, Peng, Haipeng, Niu, Xinxin. Captioning Transformer with Stacked Attention Modules. APPLIED SCIENCES-BASEL[J]. 2018, 8(5): https://doaj.org/article/69460682056f43cf9ab30d7867b0debd.
[55] Li, Weifu, Liu, Jing, Xiao, Chi, Deng, Hao, Xie, Qiwei, Han, Hua. A fast forward 3D connection algorithm for mitochondria and synapse segmentations from serial EM images. BIODATA MINING[J]. 2018, 11(1): http://ir.ia.ac.cn/handle/173211/22779.
[56] Liu, Jing, Wang, Yuhang, Li, Yong, Fu, Jun, Li, Jiangyun, Lu, Hanqing. Collaborative Deconvolutional Neural Networks for Joint Depth Estimation and Semantic Segmentation. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2018, 29(11): 5655-5666, http://dx.doi.org/10.1109/TNNLS.2017.2787781.
[57] Guo Longteng, Liu Jing, Wang Yuhang, Luo Zhonghua, Wei Wen, Lu Hanqing. Sketch-based Image Retrieval using Generative Adversarial Networks. ACM Multimedianull. 2017, http://ir.ia.ac.cn/handle/173211/20120.
[58] Liu, Nianfeng, Liu, Jing, Sun, Zhenan, Tan, Tieniu. A Code-Level Approach to Heterogeneous Iris Recognition. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[J]. 2017, 12(10): 2373-2386, [59] Fu, Jun, Liu, Jing, Wang, Yuhang, Lu, Hanqing. Densely connected deconvolutional network for semantic segmentation. 2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)null. 2017, 3085-3089, [60] Wang, Yuhang, Liu, Jing, Li, Yong, Fu, Jun, Xu, Min, Lu, Hanqing. Hierarchically Supervised Deconvolutional Network for Semantic Video Segmentation. PATTERN RECOGNITION[J]. 2017, 64: 437-445, http://dx.doi.org/10.1016/j.patcog.2016.09.046.
[61] Zhang, Chunjie, Liang, Chao, Li, Liang, Liu, Jing, Huang, Qingming, Tian, Qi. Fine-Grained Image Classification via Low-Rank Sparse Coding With General and Class-Specific Codebooks. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2017, 28(7): 1550-1559, https://www.webofscience.com/wos/woscc/full-record/WOS:000404048300006.
[62] Fu Jun, Liu Jing, Wang Yuhang, Lu Hanqing. Densely Connected Deconvolutional Network For Senantic Segmentation. ICIPnull. 2017, http://ir.ia.ac.cn/handle/173211/20117.
[63] Guo Longteng, Liu Jing, Wang Yuhang, Luo Zhonghua, Wen Wei, Lu Hanqing, ACM. Sketch-based Image Retrieval using Generative Adversarial Networks. PROCEEDINGS OF THE 2017 ACM MULTIMEDIA CONFERENCE (MM'17)null. 2017, 1267-1268, http://dx.doi.org/10.1145/3123266.3127939.
[64] Jiang, Yu, Liu, Jing, Lu, Hanqing. Chat with illustration. MULTIMEDIA SYSTEMS[J]. 2016, 22(1): 5-16, http://ir.ia.ac.cn/handle/173211/10667.
[65] Tongwei Ren, Jing Liu, Jia Bei, BingKun Bao. Depth-aware layered edge for object proposal. 2016, http://ir.ia.ac.cn/handle/173211/19850.
[66] Li, Zechao, Tang, Jinhui, Wang, Xueming, Liu, Jing, Lu, Hanqing. Multimedia News Summarization in Search. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY[J]. 2016, 7(3): 33:1-33:20, https://www.webofscience.com/wos/woscc/full-record/WOS:000373911200008.
[67] Hanqing Lu, Junjie Yan, Yong Li, Jing Liu, Yuhang Wang. Objectness-aware Semantic Segmentation. PROCEEDINGS OF THE 2016 ACM ON MULTIMEDIA CONFERENCEnull. 2016, http://ir.ia.ac.cn/handle/173211/13440.
[68] Fang Zhiwei, Liu Jing, Wang Yuhang, Li Yong, Song Hang, Tang Jinhui, Lui Hanqing, ACM. Object-aware Deep Network for Commodity Image Retrieval. ICMR'16: PROCEEDINGS OF THE 2016 ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVALnull. 2016, 405-408, http://dx.doi.org/10.1145/2911996.2912027.
[69] Liu, Jing, Jiang, Yu, Li, Zechao, Zhang, Xi, Lu, Hanqing. Domain-Sensitive Recommendation with User-Item Subgroup Analysis. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERINGnull. 2016, 28(4): 939-950, http://ir.ia.ac.cn/handle/173211/10725.
[70] Wang Yuhang, Liu Jing, Li Yong, Yan Junjie, Lu Hanqing. Objectness-aware Semantic Segmentation. MM'16: PROCEEDINGS OF THE 2016 ACM MULTIMEDIA CONFERENCEnull. 2016, 307-311, http://dx.doi.org/10.1145/2964284.2967232.
[71] Li, Yong, Liu, Jing, Li, Zechao, Lu, Hanqing, Ma, Songde. Object co-segmentation via salient and common regions discovery. NEUROCOMPUTING[J]. 2016, 172: 225-234, http://dx.doi.org/10.1016/j.neucom.2014.12.110.
[72] Zechao Li, Jinhui Tang, Xueming Wang, Jing Liu, Hanqing Lu. Multimedia News Summarization in Search. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY (TIST). 2016, 7(3): http://kns.cnki.net/KCMS/detail/detail.aspx?QueryID=0&CurRec=1&recid=&FileName=SJCMA9E0EF53F1573B36E5140205DF534B28&DbName=WWMERGEJ01&DbCode=WWME&yx=&pr=&URLID=&bsm=.
[73] 卢汉清, 刘静, 黄萱菁. 跨媒体分析的理论和方法. 科技创新导报[J]. 2016, 13(1): 173-174, http://lib.cqvip.com/Qikan/Article/Detail?id=669338460.
[74] Zhiwei Fang, Jing Liu, Yuhang Wang, Yong Li, Hang Song, Jinhui Tang, Hanqing Lu. Object-aware Deep Network for Commodity Image Retrieval. PROCEEDINGS OF THE 2016 ACM ON INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVALnull. 2016, http://ir.ia.ac.cn/handle/173211/13439.
[75] Liu, Yang, Li, Zechao, Liu, Jing, Lu, Hanqing. Boosted MIML method for weakly-supervised image semantic segmentation. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2015, 74(2): 543-559, https://www.webofscience.com/wos/woscc/full-record/WOS:000348445300013.
[76] Zhang, Chunjie, Zhu, Xiaobin, Li, Liang, Zhang, Yifan, Liu, Jing, Huang, Qingming, Tian, Qi. Joint image representation and classification in random semantic spaces. NEUROCOMPUTING[J]. 2015, 156: 79-85, http://dx.doi.org/10.1016/j.neucom.2014.12.083.
[77] Liu, Jing, Jiang, Yu, Li, Zechao, Zhou, ZhiHua, Lu, Hanqing. Partially Shared Latent Factor Learning With Multiview Data. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2015, 26(6): 1233-1246, [78] Hanqing Lu, Yong Li, Jing Liu, Yuhang Wang. Semi- and Weakly- Supervised Semantic Segmentation with Deep Convolutional Neural Networks. PROCEEDINGS OF THE 23RD ANNUAL ACM CONFERENCE ON MULTIMEDIA CONFERENCEnull. 2015, http://ir.ia.ac.cn/handle/173211/13444.
[79] Li, Zechao, Liu, Jing, Tang, Jinhui, Lu, Hanqing. Robust Structured Subspace Learning for Data Representation. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE[J]. 2015, 37(10): 2085-2098, http://dx.doi.org/10.1109/TPAMI.2015.2400461.
[80] Zhang, Yifan, Tang, Zhiqang, Zhang, Chunjie, Liu, Jing, Lu, Hanqing. Automatic face annotation in TV series by video/script alignment. NEUROCOMPUTING[J]. 2015, 152: 316-321, http://dx.doi.org/10.1016/j.neucom.2014.10.062.
[81] Li, Changsheng, Liu, Qingshan, Dong, Weishan, Zhu, Xiaobin, Liu, Jing, Lu, Hanqing. Human Age Estimation Based on Locality and Ordinal Information. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2015, 45(11): 2522-2534, http://ir.ia.ac.cn/handle/173211/10494.
[82] Yingying Chen, Jinqiao Wang, Jing Liu, Hanqing Lu. Mobile Media Thumbnailing. PROCEEDINGS OF THE 5TH ACM ON INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVALnull. 2015, http://ir.ia.ac.cn/handle/173211/13443.
[83] Wei Fu, Chaoyang Zhao, Jinqiao Wang, Jing Liu, Jian Cheng, Hanqing Lu. Concurrent group activity classification with context modeling. PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICEnull. 2015, http://ir.ia.ac.cn/handle/173211/13441.
[84] Ying, Peng, Liu, Jing, Lu, Hanqing. Dictionary learning based superpixels clustering for weakly-supervised semantic segmentation. 2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)null. 2015, 4258-4262, [85] Ying Peng, Liu Jing, Lu Hanqing, Ma Songde, ACM. Exclusive Constrained Discriminative Learning for Weakly-Supervised Semantic Segmentation. MM'15: PROCEEDINGS OF THE 2015 ACM MULTIMEDIA CONFERENCEnull. 2015, 1251-1254, http://dx.doi.org/10.1145/2733373.2806329.
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