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1. L. Niu, J. Cai, A.
Veeraraghavan and L. Zhang, "Zero-Shot Learning via Category-Specific Visual-Semantic
Mapping and Label Refinement," in IEEE Transactions on Image Processing,
vol. 28, no. 2, pp. 965-979, Feb. 2019.
2. Jianfu Zhang, Yuanyuan
Huang, Yaoyi Li, Weijie Zhao and Liqing Zhang, Multi-Attribute Transfer via
Disentangled Representation, AAAI2019, January 27 – February 1, 2019, Honolulu, USA.
3. Zhang J, Wang N, Zhang L.
Multi-shot Pedestrian Re-identification via Sequential Decision Making，CVPR 2018, Salk Lake City, June 18-22.
4. Z. Zhou, Xiu Di, Wei Zhou
and Liqing Zhang. Fashion Sensitive Clothing Recommendation Using
Hierarchical Collocation Model. ACMMM2018, PP 1119-1127, Seoul,
Republic of Korea — October 22 - 26,
2018
5. Zhang K, Zhang L.
Extracting hierarchical spatial and temporal features for human action
recognition[J]. Multimedia Tools & Applications, July 2018, Vol.77(13),
pp 16053–16068
6. D. Cheng, Y. Liu, Z. Niu
and L. Zhang, "Modeling Similarities Among Multi-Dimensional Financial
Time Series," in IEEE Access, vol. 6, pp.
43404-43413, 2018. doi: 10.1109/ACCESS.2018.2862908
7. D. Cheng, Y. Tu, Z. Niu
and L. Zhang, "Learning Temporal Relationships Between Financial
Signals," ICASSP2018, Calgary, AB, 2018, pp. 2641-2645. doi:
10.1109/ICASSP.2018.8462330
8. Zhang, Keting, Xue,
Weichen & Zhang, Liqing. (2017). Non-blind image deconvolution using deep
dual-pathway rectifier neural network. 2602-2606. 10.1109/ICASSP.2017.7952627.
9. Zhang, Keting, Xue,
Weichen & Zhang, Liqing. (2017). Supervised Dictionary Learning with
Smooth Shrinkage for Image Denoising，《Neural
Processing Letters》，2017 (11) :1-14
10. Zhang, Keting; Zhang, Liqing, Extracting
hierarchical spatial and temporal features for human action recognition, Multimedia
Tools and Applications, 2017.09, Vol.
11. Y. Liu, Zhang, H.; Chen, M.; Zhang, L., A
Boosting-Based Spatial-Spectral Model for Stroke Patients’ EEG Analysis in
Rehabilitation Training, IEEE Trans Neural Systems and
Rehabilitation Engineering, 24 (1), pp169-179, 2016 (IF= 3.188)
12. Q. Zhao, G. Zhou, Liqing Zhang, A.
Cichocki, S. Amari, Bayesian
Robust Tensor Factorization for Incomplete Multiway Data, IEEE
Transactions on Neural Networks and Learning Systems, 2016, Accepted
(IF=4.291)
13. Keting Zhang, Weichen Xue, Liqing Zhang,
NON-BLIND IMAGE DECONVOLUTION USING DEEP DUAL-PATHWAY RECTIFIER NEURAL
NETWORK, ICASSP2017
14. Li; Y. Wang; L. Zhang; A. Cichocki; T. P.
Jung, "Decoding EEG in Cognitive Tasks with Time-frequency and
Connectivity Masks," in IEEE Transactions on Cognitive and
Developmental Systems, vol.PP, no.99, pp.1-1
15. Zhengzhong Zhou, Liqing Zhang,
Demand-adaptive Clothing Image Retrieval Using Hybrid Topic Model, ACM
MULTIMEDIA 2016, 15 - 19 October 2016, Amsterdam, Netherlands.
16. Ye Liu, Qibin Zhao and Liqing Zhang,
Higher-order Correlation Coefficient Analysis for EEG-based Brain-Computer
Interface, 22nd European Conference on AI (ECAI2016), Aug. 29 – Sep. 2, 2016, Hague, Netherlands.
17. Zhengzhong Zhou, Yifei Xu, Jingjin Zhou,
Liqing Zhang, Interactive Image Search for Clothing Recommendation, ACMMM
demo 2016, 15 - 19 October 2016, Amsterdam, Netherlands.
18. Q. Zhao, Liqing Zhang, and Andrzej
Cichocki, Bayesian
CP Factorization of Incomplete Tensors with Automatic Rank Determination, IEEE
PAMI, 2015, Vol.37, No.9: 1751 - 1763, 2015 (IF= 5.781)
19. Y. Liu, Q. Zhao, and Liqing Zhang, Uncorrelated
Multiway Discriminant Analysis for Motor Imagery EEG Classification, International
Journal of Neural Systems, Vol. 25, No. 4 (2015) 1550013 (14 pages)
(IF=6.507)
20. J. Li, Z. Struzik, Liqing Zhang, A.
Cichocki: Feature
learning from incomplete EEG with denoising autoencoder. Neurocomputing,
Volume 165, October 2015, pp23-31 (IF=2.083)
21. J. Wu , C.Wang, Liqing Zhang, Y. Rui, Offline Sketch
Parsing via Shapeness Estimation, IJCAI 2015, pp 1200-1207, Buenos
Aires, Argentina, July 25-31, 2015. (CCF A类)
22. C. Wang, L. Zhao, S. Liang, Liqing Zhang,
J. Jia, Yichen Wei, Object
Proposal by Multi-branch Hierarchical Segmentation, CVPR 2015, pp
3873-3881June 7-12, Boston, USA (CCF A类, Google他引=2
)
23. C. Xiao, Changhu Wang, Liqing Zhang, Lei
Zhang, IdeaPanel: A Large
Scale Interactive Sketch-based Image Search System", ICMR2015:
667-668, June 23-26 Shanghai, China
24. C. Xiao, Changhu Wang, Liqing Zhang, Lei
Zhang, Sketch-based Image
Retrieval via Shape Words, ICMR2015: 571-574, June 23-26
Shanghai, China
25. C. Xiao, Changhu Wang, Liqing Zhang: PPTLens: Create Digital
Objects with Sketch Images. ACM Multimedia, Demo, 2015:
745-746, Oct. 26 – 30, 2015, Brisbane,
Australia
26. H. Wang, Z. Zhou, C. Xiao and Liqing Zhang, Content
Based Image Search for Clothing Recommendations in E-Commerce,
page252-267, in Multimedia Data Mining and Analytics, Baughman, A., Gao, J.,
Pan, J.-Y., Petrushin, V.A. (Eds.), Springer 2015
27. Jie Wu, Changhu Wang, Liqing Zhang, Yong
Rui, Sketch
Recognition with Natural Correction and Editing, AAAI 2014, Jul 27-31,
2014, Québec, Canada
28. Ye Liu, Mingfen Li, Hao Zhang, Hang Wang, Junhua
Li, Jie Jia, Yi Wu, Liqing Zhang, A
tensor-based scheme for stroke patients’
motor imagery EEG analysis in BCI-FES rehabilitation training, Journal
of Neuroscience Methods, Volume 222, 30 January 2014, Pages 238-249
29. Qibin Zhao, Liqing Zhang and Andrzej
Cichocki, Multilinear
and nonlinear generalizations of partial least squares: an overview of recent
advances, WIREs Data Mining and Knowledge Discovery, 2014, 4:104–115
30. Qiang Wu, Liqing Zhang, Andrzej Cichocki, Multifactor
sparse feature extraction using Convolutive Nonnegative Tucker Decomposition, Neurocomputing 129 (2014)17–24
31. Q. Zhao, C. Caiafa, D. Mandic, Z. Chao, Y.
Nagasaka, N. Fujii, Liqing Zhang and A. Cichocki, Higher-Order
Partial Least Squares (HOPLS): A Generalized Multi-Linear Regression Method, IEEE
PAMI, 35(7): 1660-1673, July, 2013
32. Qibin Zhao, Guoxu Zhou, Tülay
Adali, Liqing Zhang, and Andrzej Cichocki, "Kernelization
of Tensor-Based Models for Multiway Data Analysis: Processing of
Multidimensional Structured Data," Signal Processing Magazine,
IEEE , vol.30, no.4, pp.137,148, July 2013
33. Junhua Li, Jianyi Liang, Qibin Zhao, Jie
Li, Kan Hong, Liqing Zhang and Andrzej Cichocki, Design
of Assistive Wheelchair System Directly Steered by Human Thoughts, International
Journal of Neural Systems, Vol. 23, No. 3 1350013 (12 pages), 2013
34. Q. Zhao, Liqing Zhang and A. Cichocki, A
Tensor-Variate Gaussian Process for Classification of Multidimensional
Structured Data, AAAI2013, July 14-18, 2013,
Bellevue, USA
35. Q. Zhao, G Zhou, T Adali, L Zhang, A
Cichocki Kernel-based
tensor Partial Least Squares for reconstruction of limb movements.
In: Machine Learning for Signal Processing, ICASSP2013, May 26-31,
Vancouver, Canada, 2013
36. Jie Wu and Liqing Zhang, GESTALT
SALIENCY: Salient Region Detection Based on GESTALT Priciples, ICIP 2013, Sept. 15-18, Melbourne, Australia
37. Zhenbang Sun, Changhu Wang, Liqing Zhang,
and Lei Zhang, Free
Hand-Drawn Sketch Segmentation, 12th European Conference on Computer Vision
(ECCV2012), Firenze, Italy, Oct.7-13, 2012
38. Zhenbang Sun, Changhu Wang, Liqing Zhang
and Lei Zhang, Query-Adaptive
Shape Topic Mining for Hand-Drawn Sketch Recognition, ACM Multimedia 2012,
Nara, Japan, Oct 29-Nov 2, 2012
39. Rong Zhou, Liuli Chen and Liqing Zhang, Sketch-based
Image Retrieval on a Large Scale Database, ACM Multimedia 2012,
Nara, Japan, Oct 29-Nov 2, 2012
40. Junhua Li and Liqing Zhang, Active training paradigm for
motor imagery BCI, Experimental Brain Research, 219(2): 245-254, Apr 5, 2012
41. Wenjun Zhu, Liqing Zhang, Qianwei Bian, A
hierarchical latent topic model based on sparse coding, Neurocomputing, 76(1): 28-35, January 2012
42. Yang Cao, Wang Changhu, Zhang Liqing, Lei
Zhang, Edgel Inverted Index for
Large-Scale Sketch-based Image Search, CVPR2011, Colorado
Springs, 2011
43. Qiang Wu, Liqing Zhang and Guangchuan Shi, Robust
Multifactor Speech Feature Extraction Based on Gabor Analysis, IEEE
Transactions on Audio, Speech, and Language Processing, Vol.19(4):
927-936, 2011
44. Q. Zhao, C. Caiafa, D. Mandic, L. Zhang, T.
Ball, A. Bonhage, A. Cichocki, A
Multilinear Subspace Regression Method Using Orthogonal Tensors
Decompositions, 25th Conference on Neural Information
Processing Systems (NIPS 2011), Granada, Spain, 2011
45. Yang Cao, Hai Wang, Changhu Wang, Zhiwei
Li, Liqing Zhang, Lei Zhang, *MindFinder: Interactive
Sketch-based Image Search on Millions of Images, ACM Multimedia 2010, pp1605-1608 (Best
Demo Award), October 25-29, Firenze, Italy
46. Yang Cao, Changhu Wang, Zhiwei Li, Liqing
Zhang, Lei Zhang, Spatial-Bag-of-Features, CVPR2010,
June 14-16, 2010, San Francisco, USA
47. Cheng Peng, Liqing Zhang, and Teresa
Head-Gordon, Instantaneous Normal Modes as an
Unforced Reaction Coordinate for Protein Conformational Transitions, Biophysical
Journal, 2010 May 19;98(10):2356-64
48. Jie Li, Liqing Zhang, Regularized tensor discriminant
analysis for single trial EEG classification in BCI, Pattern
Recognition Letters 31: 619–628, (2010)
49. Qibin Zhao, Liqing Zhang and Andrzej
Cichocki, EEG-based asynchronous BCI control of a car in 3D virtual reality
environments, Chinese Science Bulletin,
54(1):78-87, 2009
50. Jie Li, Liqing Zhang, Dacheng Tao, Han Sun
and Qibin Zhao, A Prior Neurophysiologic Knowledge
Free Tensor-based Scheme for Single Trial EEG Classification (Abstract), IEEE Transactions on Neural Systems and
Rehabilitation Engineering, 17(2):107-115,2009
51. Xiaodi Hou, Liqing Zhang, Dynamic Visual Attention: Searching
for coding length increments, Advances in neural information processing
systems (NIPS2008) , Vol 21, pp681-688,
Vancouver, 2008 [Algorithm, Data, Citations ]
52. Cichocki, Y. Washizawa, T. Rutkowski, H.
Bakardjian, A. Phan, S. Choi, H. Lee, Q. Zhao, L. Zhang, and Y. Li, Noninvasive Brain-Computer
Interface: Current Trends and Challenges in Signal Processing - Multiway
Array Decompositions, (ABSTRACT). IEEE Computer Invited
Paper, Vol. 41(10), pp.34-42, October, 2008
53. Zhaoshui He, Shengli Xie, Liqing Zhang, and
Andrzej Cichocki，A Note on Lewicki-Sejnowski Gradient
for Learning Overcomplete Representations, Neural Comp. 2008.
20:636-643.
54. Libo Ma, and Liqing Zhang, Overcomplete topographic independent
component analysis, Neurocomputing, Volume 71, Issues
10-12, Pages 2217-2223, June 2008
55. Yang Wenlu, Zhang
Liqing and Ma Libo, Computational
model for perception of objects and motions, Science in China, Series C: Life Science, Vol.51, No.6,
pp526-536, 2008
56. Xiaodi Hou, Liqing Zhang, Color Conceptualization, ACM
Multimedia (ACMMM2007), September 24 - 29, 2007, Augsburg, Germany.
57. Xiaodi Hou and Liqing Zhang, Saliency Detection: A Spectral Residual Approach, IEEE
Conf. on Computer Vision and Pattern Recognition (CVPR ’07), 17-22,
Minneapolis, MN, USA. 2007. [Algorithm,
Data, Citations]
58. L. Zhang, A. Cichocki and S. Amari, Multichannel Channel Blind
Deconvolution of Non-minimum Phase Systems Using Filter Decomposition, IEEE
Transactions on Signal Processing, Vol. 52, No5, pp1431-1442, 2004 [Algorithm, Citations ]
59. L. Zhang, A. Cichocki and S. Amari, Self-Adaptive Blind Source
Separation Based on Activation function Adaptation, IEEE Transactions on Neural Networks, Vol.15, No.2, pp233-244, 2004
[Algorithm, Citations]
60. L. Zhang S. Amari and A. Cichocki, Semi-parametric Model and
Superefficiency in Blind Deconvolution, Signal Processing, 81:2535-2553, 2001
61. L. Zhang and A. Cichocki, Blind
Deconvolution of Dynamical Systems: A State Space Approach, Invited
paper, Journal of Signal Processing,
Vol.4, No.2, pp.111-130, 2000.
62. L. Zhang, A. Cichocki and S. Amari, Semiparametric
Approach for Blind Deconvolution of Non-minimum Phase Systems, NIPS12, Editors: S.A. Solla, T.K. Leen and K.-R. Muller , MIT Press, pp363-369, 2000.
63. L. Zhang and A. Cichocki, Blind
Separation of Filtered Source Using State-Space Approach, NIPS11, Editors: M.S. Kearns, S.A. Solla and D.A. Cohn, MIT press, pp648-654,
1999
64. L.
Zhang, A. Cichocki and S. Amari, Natural Gradient Algorithm to Blind
Separation of Over-determined Mixture with Additive Noises, IEEE Signal Processing Letters,
Vol. 6, No. 11, pp293-295, 1999.
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