Liu Jing

Professor in National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences.


Telephone: 86-10-82544507

Address: No.95 Zhongguancun East Road, Haidian Dist., Beijing, China. 

Postcode: 100190

Research Areas

Video&Image Analysis and Understanding
Vision and Language
Multimedia Analysis and Retrieval


Ph.D,  Jan, 2008
   Pattern Recognition and Intelligence System 
   Institute of Automation, Chinese Academy of Sciences, P.R. China 
Master, July, 2004
   Pattern Recognition and Intelligence System, July, 2004.
   Shandong University, P.R. China 
Bachelor, July, 2001
   Control Theory and Control Engineering   
   Shandong University, P.R. China

Professional Experience

Professor, Nov. 2015- Present
National Laboratory of Pattern Recognition, Institute of Automation, Chinese  Academy of Sciences, P.R. China.

Associate Professor, Nov. 2010- Oct.2015
  National Laboratory of Pattern Recognition, Institute of Automation, Chinese  Academy of Sciences, P.R. China.
Assistant Professor, Jan, 2008- Oct. 2010
  National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, P.R. China.


1) Contextual deconvolution network for semantic segmentation, Pattern Recognition, 2020
2) Normalized and Geometry-Aware Self-Attention Network for Image Captioning, CVPR, 2020
3) Show, Tell, and Polish: Ruminant Decoding for Image Captioning, IEEE Transactions on Multimedia, 2020
4) Rankvqa: Answer Re-Ranking For Visual Question Answering, ICME, 2020
5) Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning, IJCAI, 2020
6) Improving visual question answering using dropout and enhanced question encoder, Pattern Recognition, 2019
7) BTDP: Toward Sparse Fusion with Block Term Decomposition Pooling for Visual Question Answering, ACM Transactions on Multimedia Computing, Communications and Applications, 2019
8) Show, Tell and Polish: Ruminant Decoding for Image Captioning., IEEE Transactions on Multimedia, 2019
9) Dual Attention Network for Scene Segmentation, CVPR, 2019
10) Multi-StyleGAN: Multi-Style Image Captioning from Non-Parallel Data using GANs and Back-Translation, CVPR, 2019
11) Densely Connected Attention Flow for Visual Question Answering, IJCAI, 2019
12) Enhancing Visual Question Answering Using Dropout, ACM Multimedia, 2018
13) Answer Distillation for Visual Question Answering, Asian Conference on Computer Vision, 2018
14) Collaborative Deconvolutional Neural Networks for Joint Depth Estimation and Semantic Segmentation, IEEE transactions on neural networks and learning systems, 2018
15) Hierarchically Supervised Deconvolutional Network for Semantic Video Segmentation, Pattern Recognition, 2017
16) Sketch-based Image Retrieval using Generative Adversarial Networks, ACM Multimedia, 2017
17) Densely connected deconvolutional network for semantic segmentation, ICIP, 2017
18) Objectness-aware Semantic Segmentation, ACM Multimedia, 2016
19) Object-aware Deep Network for Commodity Image Retrieval, International Conference on Multimedia Retrieval, 2016
20) Multimedia News Summarization in Search, ACM TIST, 2016
21) Chat with illustration, Multimedia System, 2016
22) Fine-grained image classification via low-rank sparse coding with general and class-specific codebooks, IEEE transactions on neural networks and learning systems, 2016
23) Domain-Sensitive Recommendation with User-Item Subgroup Analysis, IEEE Transactions on Knowledge Data Engineering, 2016
24) Object co-segmentation via salient and common regions discovery, Neurocomputing, 2016
25) Partially Shared Latent Factor Learning with Multi-View Data, IEEE Transactions on Neural Networks and Learning Systems, 2015
26) Detection guided deconvolutional network for hierarchical feature learning, Pattern Recognition, 2015
27) Weakly Supervised RBM for Semantic Segmentation, International Joint Conference on Artificial Intelligence, 2015
28) Color Names Learning Using Convolutional Neural Networks, International Conference on Image Processing, 2015
29) Weakly-Supervised Image Semantic Segmentation via Joint Dual Clustering and Dictionary Learning, International Conference on Image Processing, 2015
30) Exclusive Constrained Discriminative Learning for Weakly-Supervised Semantic Segmentation, ACM Multimedia, 2015
31) Semi- and Weakly- Supervised Semantic Segmentation with Deep Convolutional Neural Networks, ACM Multimedia, 2015
32) Robust Structured Subspace Learning for Data Representation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015
33) Learning Representative and Discriminative Image Representation by Deep Appearance and Spatial Coding, Computer Vision and Image Understanding, 2015
34) Object Co-segmentation via Salient and Common Regions Discovery, Neurocomputing, 2015
35) Boosted MIML method for weakly-supervised image semantic segmentation, Multimedia Tools Application, 2015
36) Personalized Geo-Specific Tag Recommendation for Photos on Social Websites, IEEE Transactions on Multimedia, 2014
37) Learning a Representative and Discriminative Part Model with Deep Convolutional Features for Scene Recognition, ACCV, 2014
38) Image Representation Learning by Deep Appearance and Spatial Coding, ACCV, 2014
39) Learning Low-Rank Representations with Classwise Block-Diagonal Structure for Robust Face Recognition, AAAI, 2014
40) Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning, AAAI, 2014
41) Sparse semantic metric learning for image retrieval, Multimedia System, 2014
42) Semi-supervised Unified Latent Factor learning with multi-view data, Machine Vision Application, 2014
43) Learning Robust Face Representation With Classwise Block-Diagonal Structure, IEEE Transactions on Information Forensics and Security, 2014
44) Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection, IEEE Transactions on Knowledge Data Engineering, 2014
45) Adaptive spatial partition learning for image classification, Neurocomputing, 2014
46) Projective Matrix Factorization with unified embedding for social image tagging, Computer Vision and Image Understanding, 2014
47) Image classification by non-negative sparse coding, correlation constrained low-rank and sparse decomposition, Computer Vision and Image Understanding, 2014
48) Key observation selection-based effective video synopsis for camera network, Machine Vision Application, 2014
49) Sparse representation for robust abnormality detection in crowded scenes, Pattern Recognition, 2014
50) Object Co-segmentation via Discriminative Low rank Matrix Recovery, ACM Multimedia, 2013
51) Weakly-Supervised Dual Clustering for Image Semantic Segmentation, IEEE Computer Vision and Pattern Recognition, 2013
52) Correlation Consistency Constrained Probabilistic Matrix Factorization for Social Tag Refinement, Neurocomputing, 2012
53) User-aware Image Tag Refinement via Ternary Semantic Analysis, IEEE Transactions on Multimedia, 2012
54) Boosting Sparsity Constrained Bi-Linear Model for Object Recognition, IEEE Multimedia, 2012
55) Noisy Tag Alignment with Image Regions , IEEE International Conference on Multimedia and Expo., 2012
56) Unsupervised Feature Selection Using Nonnegative Spectral Analysis , Association for the Advancement of Artificial Intelligence, 2012
57) Correlation Mining for News Retrieval, Chapter 33 for the book titled as Social Networks: Computational Aspects and Mining, 2012
58) Nonlinear Matrix Factorization with Unified Embedding for Social Tag Relevance Learning , Neurocomputing , 2012
59) One Step Beyond Bags of Features: Visual Categorization Using Components, IEEE International Conference on Image Processing , 2011
60) Boosted Exemplar Learning for Action Recognition and Annotation, IEEE Transactions on Circuits and Systems for Video Technology, 2011
61) Image Classification by Non-Negative Sparse Coding, Low-Rank and Sparse Decomposition, IEEE Computer Vision and Pattern Recognition, 2011
62) User-aware Image Tag Refinement via Ternary Analysis, ACM Multimedia Conference, 2011
63) Descriptive Local Feature Groups for Image Classification, IEEE International Conference on Image Processing, 2011
64) Cross-media retrieval: state-of-the-art and open issues, International Journal of Multimedia Intelligence and Security, 2010
65) Image Annotation Using Multi-Correlation Probabilistic Matrix Factorization, ACM Multimedia Conference, 2010
66) Multi-Modal Multi-Correlation Person-Centric News Retrieval, ACM Conference on Information and Knowledge Management, 2010
67) Image Classification Using Spatial Pyramid Coding and Visual Word Reweighting, Asian Conference on Computer Vision, 2010
68) A Graph-Based Image Annotation Framework, Pattern Recognition Letters, 2009
69) Image Annotation via Multi-Graph Learning, Pattern Recognition, 2009
70) Web Image Retrieval via Learning Semantics of Query Image, IEEE International Conference on Multimedia and Expo., 2009
71) Category sensitive codebook construction for object category recognition, IEEE International Conference on Image Processing , 2009



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