Lijun Zhang
Lijun Zhang
Verified email at nju.edu.cn - Homepage
TitleCited byYear
Graph regularized sparse coding for image representation
M Zheng, J Bu, C Chen, C Wang, L Zhang, G Qiu, D Cai
IEEE Transactions on Image Processing 20 (5), 1327-1336, 2010
4982010
Music recommendation by unified hypergraph: combining social media information and music content
J Bu, S Tan, C Chen, C Wang, H Wu, L Zhang, X He
Proceedings of the 18th ACM international conference on Multimedia, 391-400, 2010
2472010
Expert finding for question answering via graph regularized matrix completion
Z Zhao, L Zhang, X He, W Ng
IEEE Transactions on Knowledge and Data Engineering 27 (4), 993-1004, 2014
1062014
Linear convergence with condition number independent access of full gradients
L Zhang, M Mahdavi, R Jin
Advances in Neural Information Processing Systems, 980-988, 2013
1002013
Active learning based on locally linear reconstruction
L Zhang, C Chen, J Bu, D Cai, X He, TS Huang
IEEE Transactions on Pattern Analysis and Machine Intelligence 33 (10), 2026 …, 2011
1002011
Document summarization based on data reconstruction
Z He, C Chen, J Bu, C Wang, L Zhang, D Cai, X He
Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
972012
Robust non-negative matrix factorization
L Zhang, Z Chen, M Zheng, X He
Frontiers of Electrical and Electronic Engineering in China 6 (2), 192-200, 2011
782011
Recovering the optimal solution by dual random projection
L Zhang, M Mahdavi, R Jin, T Yang, S Zhu
Conference on Learning Theory, 135-157, 2013
582013
Efficient algorithms for robust one-bit compressive sensing
L Zhang, J Yi, R Jin
International Conference on Machine Learning, 820-828, 2014
502014
Graph regularized feature selection with data reconstruction
Z Zhao, X He, D Cai, L Zhang, W Ng, Y Zhuang
IEEE Transactions on Knowledge and Data Engineering 28 (3), 689-700, 2015
442015
Efficient distance metric learning by adaptive sampling and mini-batch stochastic gradient descent (SGD)
Q Qian, R Jin, J Yi, L Zhang, S Zhu
Machine Learning 99 (3), 353-372, 2015
412015
Mixed optimization for smooth functions
M Mahdavi, L Zhang, R Jin
Advances in neural information processing systems, 674-682, 2013
382013
Constrained Laplacian Eigenmap for dimensionality reduction
C Chen, L Zhang, J Bu, C Wang, W Chen
Neurocomputing 73 (4-6), 951-958, 2010
382010
Multi-view concept learning for data representation
Z Guan, L Zhang, J Peng, J Fan
IEEE Transactions on Knowledge and Data Engineering 27 (11), 3016-3028, 2015
362015
Tracking slowly moving clairvoyant: Optimal dynamic regret of online learning with true and noisy gradient
J Yi
342016
Semi-supervised clustering by input pattern assisted pairwise similarity matrix completion
J Yi, L Zhang, R Jin, Q Qian, A Jain
International conference on machine learning, 1400-1408, 2013
342013
Multiple kernel learning from noisy labels by stochastic programming
T Yang, M Mahdavi, R Jin, L Zhang, Y Zhou
arXiv preprint arXiv:1206.4629, 2012
302012
Locally discriminative coclustering
L Zhang, C Chen, J Bu, Z Chen, D Cai, J Han
IEEE Transactions on Knowledge and Data Engineering 24 (6), 1025-1035, 2011
282011
Improved dynamic regret for non-degenerate functions
L Zhang, T Yang, J Yi, J Rong, ZH Zhou
Advances in Neural Information Processing Systems, 732-741, 2017
252017
Online kernel learning with a near optimal sparsity bound
L Zhang, J Yi, R Jin, M Lin, X He
International Conference on Machine Learning, 621-629, 2013
252013
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