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Hongyuan Zha - Publications

Affiliations: 
Pennsylvania State University, State College, PA, United States 
Area:
Computer Science
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60 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Ren Z, Luo W, Yan J, Liao W, Yang X, Yuille A, Zha H, Zha H. STFlow: Self-Taught Optical Flow Estimation Using Pseudo Labels. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32956057 DOI: 10.1109/Tip.2020.3024015  0.646
2020 Wu W, Liu H, Zhang X, Liu Y, Zha H. Modeling Event Propagation via Graph Biased Temporal Point Process. Ieee Transactions On Neural Networks and Learning Systems. PMID 32649280 DOI: 10.1109/Tnnls.2020.3004626  0.373
2020 Du X, Yan J, Zhang R, Zha H. Cross-network Skip-gram Embedding for Joint Network Alignment and Link Prediction Ieee Transactions On Knowledge and Data Engineering. 1-1. DOI: 10.1109/Tkde.2020.2997861  0.606
2020 Wu W, Yan J, Yang X, Zha H. Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model Ieee Transactions On Knowledge and Data Engineering. 1-1. DOI: 10.1109/Tkde.2020.2986206  0.609
2020 Hosseini SA, Khodadadi A, Alizadeh K, Arabzadeh A, Farajtabar M, Zha H, Rabiee HR. Recurrent Poisson Factorization for Temporal Recommendation Ieee Transactions On Knowledge and Data Engineering. 32: 121-134. DOI: 10.1109/Tkde.2018.2879796  0.322
2020 Ren Z, Yan J, Yang X, Yuille A, Zha H. Unsupervised learning of optical flow with patch consistency and occlusion estimation Pattern Recognition. 103: 107191. DOI: 10.1016/J.Patcog.2019.107191  0.666
2019 Xiao S, Yan J, Farajtabar M, Song L, Yang X, Zha H. Learning Time Series Associated Event Sequences With Recurrent Point Process Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 30676979 DOI: 10.1109/Tnnls.2018.2889776  0.65
2019 Chen X, Zhang Y, Xu H, Qin Z, Zha H. Adversarial Distillation for Efficient Recommendation with External Knowledge Acm Transactions On Information Systems. 37: 12. DOI: 10.1145/3281659  0.355
2019 Wang C, Fan Y, He X, Zha H, Zhou A. Idiomaticity Prediction of Chinese Noun Compounds and Its Applications Ieee Access. 7: 142866-142878. DOI: 10.1109/Access.2019.2944572  0.366
2018 Guo S, Jin Z, Gotz D, Du F, Zha H, Cao N. Visual Progression Analysis of Event Sequence Data. Ieee Transactions On Visualization and Computer Graphics. PMID 30136953 DOI: 10.1109/Tvcg.2018.2864885  0.325
2018 Li C, Wang X, Dong W, Yan J, Liu Q, Zha H. Joint Active Learning with Feature Selection via CUR Matrix Decomposition. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29993711 DOI: 10.1109/Tpami.2018.2840980  0.671
2018 Chow S, Ye X, Zha H, Zhou H. Influence prediction for continuous-time information propagation on networks Networks and Heterogeneous Media. 13: 567-583. DOI: 10.3934/Nhm.2018026  0.331
2018 Xu H, Yu L, Davenport MA, Zha H. A Unified Framework for Manifold Landmarking Ieee Transactions On Signal Processing. 66: 5563-5576. DOI: 10.1109/Tsp.2018.2869116  0.399
2018 Xiao S, Yan J, Yang X, Zha H. Publication Popularity Modeling via Adversarial Learning of Profile-Specific Dynamic Process Ieee Access. 6: 19984-19992. DOI: 10.1109/Access.2018.2809687  0.656
2018 Wang X, Zhang W, Yan J, Yuan X, Zha H. On the flexibility of block coordinate descent for large-scale optimization Neurocomputing. 272: 471-480. DOI: 10.1016/J.Neucom.2017.07.024  0.666
2017 Li C, Wei F, Yan J, Zhang X, Liu Q, Zha H. A Self-Paced Regularization Framework for Multilabel Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 28534791 DOI: 10.1109/Tnnls.2017.2697767  0.653
2017 Zhu Y, Wang Z, Zha H, Gao D. Boundary-Eliminated Pseudoinverse Linear Discriminant for Imbalanced Problems. Ieee Transactions On Neural Networks and Learning Systems. PMID 28534789 DOI: 10.1109/Tnnls.2017.2676239  0.371
2017 Miao Z, Chen K, Fang Y, He J, Zhou Y, Zhang W, Zha H. Cost-Effective Online Trending Topic Detection and Popularity Prediction in Microblogging Acm Transactions On Information Systems. 35: 18. DOI: 10.1145/3001833  0.335
2017 Xu H, Wu W, Nemati S, Zha H. Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes Ieee Transactions On Knowledge and Data Engineering. 29: 157-171. DOI: 10.1109/Tkde.2016.2618925  0.386
2017 Fan Q, Wang Z, Zha H, Gao D. MREKLM: A fast multiple empirical kernel learning machine Pattern Recognition. 61: 197-209. DOI: 10.1016/J.Patcog.2016.07.027  0.378
2017 Lan L, Zhang K, Ge H, Cheng W, Liu J, Rauber A, Li X, Wang J, Zha H. Low-rank decomposition meets kernel learning: A generalized Nyström method Artificial Intelligence. 250: 1-15. DOI: 10.1016/J.Artint.2017.05.001  0.407
2016 Gomez-Rodriguez M, Song L, Du N, Zha H, Schölkopf B. Influence Estimation and Maximization in Continuous-Time Diffusion Networks Acm Transactions On Information Systems. 34. DOI: 10.1145/2824253  0.351
2016 Luo D, Xu H, Zhen Y, Dilkina B, Zha H, Yang X, Zhang W. Learning Mixtures of Markov Chains from Aggregate Data with Structural Constraints Ieee Transactions On Knowledge and Data Engineering. 28: 1518-1531. DOI: 10.1109/Tkde.2016.2522426  0.395
2016 Miao Z, Yan J, Chen K, Yang X, Zha H, Zhang W. Joint Prediction of Rating and Popularity for Cold-Start Item by Sentinel User Selection Ieee Access. 4: 8500-8513. DOI: 10.1109/Access.2016.2633282  0.646
2015 Yan J, Cho M, Zha H, Yang X, Chu S. Multi-Graph Matching via Affinity Optimization with Graduated Consistency Regularization. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26372208 DOI: 10.1109/Tpami.2015.2477832  0.654
2015 Zhen Y, Gao Y, Yeung DY, Zha H, Li X. Spectral Multimodal Hashing and Its Application to Multimedia Retrieval. Ieee Transactions On Cybernetics. PMID 26208374 DOI: 10.1109/Tcyb.2015.2392052  0.386
2015 Yan J, Wang J, Zha H, Yang X, Chu S. Consistency-driven alternating optimization for multigraph matching: a unified approach. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 24: 994-1009. PMID 25576568 DOI: 10.1109/Tip.2014.2387386  0.672
2015 Zhang Y, Chen W, Zha H, Gu X. A Time-Topic Coupled LDA Model for IPTV User Behaviors Ieee Transactions On Broadcasting. DOI: 10.1109/Tbc.2014.2378494  0.403
2014 Perry TE, Zha H, Zhou K, Frias P, Zeng D, Braunstein M. Supervised embedding of textual predictors with applications in clinical diagnostics for pediatric cardiology. Journal of the American Medical Informatics Association : Jamia. 21: e136-42. PMID 24076750 DOI: 10.1136/Amiajnl-2013-001792  0.352
2014 Zhou K, Zha H, Chang Y, Xue G. Learning the Gain Values and Discount Factors of Discounted Cumulative Gains Ieee Transactions On Knowledge and Data Engineering. 26: 391-404. DOI: 10.1109/Tkde.2012.252  0.393
2014 Luo D, Xu H, Zha H, Du J, Xie R, Yang X, Zhang W. You Are What You Watch and When You Watch: Inferring Household Structures From IPTV Viewing Data Ieee Transactions On Broadcasting. 60: 61-72. DOI: 10.1109/Tbc.2013.2295894  0.346
2013 Chang Y, Dong A, Kolari P, Zhang R, Inagaki Y, Diaz F, Zha H, Liu Y. Improving recency ranking using twitter data Acm Transactions On Intelligent Systems and Technology. 4. DOI: 10.1145/2414425.2414429  0.337
2013 Lu Z, Zha H, Yang X, Lin W, Zheng Z. A New Algorithm for Inferring User Search Goals with Feedback Sessions Ieee Transactions On Knowledge and Data Engineering. 25: 502-513. DOI: 10.1109/Tkde.2011.248  0.304
2012 Guo K, Yang X, Zha H, Lin W, Yu S. Multiscale semilocal interpolation with antialiasing. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 615-25. PMID 21859621 DOI: 10.1109/Tip.2011.2165290  0.334
2012 Zhang Z, Wang J, Zha H. Adaptive manifold learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 253-65. PMID 21670485 DOI: 10.1109/Tpami.2011.115  0.374
2012 Zhou K, Bai J, Zha H, Xue G. Leveraging Auxiliary Data for Learning to Rank Acm Transactions On Intelligent Systems and Technology. 3: 37. DOI: 10.1145/2089094.2089113  0.367
2012 Zhang W, Wang D, Xue G, Zha H. Advertising Keywords Recommendation for Short-Text Web Pages Using Wikipedia Acm Transactions On Intelligent Systems and Technology. 3: 36. DOI: 10.1145/2089094.2089112  0.324
2012 Chang Y, Bai J, Zhou K, Xue G, Zha H, Zheng Z. Multi-task learning to rank for web search Pattern Recognition Letters. 33: 173-181. DOI: 10.1016/J.Patrec.2011.09.020  0.372
2012 Zhang Z, Zhao K, Zha H. Inducible regularization for low-rank matrix factorizations for collaborative filtering Neurocomputing. 97: 52-62. DOI: 10.1016/J.Neucom.2012.05.010  0.368
2009 Zha H, Zhang Z. Spectral properties of the alignment matrices in manifold learning Siam Review. 51: 545-566. DOI: 10.1137/060676829  0.36
2007 Zha H, Zhang Z. Continuum Isomap for manifold learnings Computational Statistics and Data Analysis. 52: 184-200. DOI: 10.1016/J.Csda.2006.11.027  0.393
2007 Ye Q, Zha H, Li RC. Analysis of an alignment algorithm for nonlinear dimensionality reduction Bit Numerical Mathematics. 47: 873-885. DOI: 10.1007/S10543-007-0144-X  0.332
2006 Zhang Y, Zha H, Chu CH, Ji X. Towards inferring protein interactions: Challenges and solutions Eurasip Journal On Applied Signal Processing. 2006. DOI: 10.1155/Asp/2006/37349  0.39
2006 Zha H, Zhang Z, Ying W. A quadratically convergent QR-like method without shifts for the Hermitian eigenvalue problem Linear Algebra and Its Applications. 417: 478-495. DOI: 10.1016/J.Laa.2005.01.016  0.342
2006 ZHANG Y, CHU C, CHEN Y, ZHA H, JI X. Splice site prediction using support vector machines with a Bayes kernel Expert Systems With Applications. 30: 73-81. DOI: 10.1016/J.Eswa.2005.09.052  0.454
2006 Li J, Zha H. Two-way Poisson mixture models for simultaneous document classification and word clustering Computational Statistics and Data Analysis. 50: 163-180. DOI: 10.1016/J.Csda.2004.07.013  0.31
2005 Li B, Zha H, Chiaromonte F. Contour regression: A general approach to dimension reduction The Annals of Statistics. 33: 1580-1616. DOI: 10.1214/009053605000000192  0.326
2005 Zhang Z, Zha H. Principal manifolds and nonlinear dimensionality reduction via tangent space alignment Siam Journal On Scientific Computing. 26: 313-338. DOI: 10.1137/S1064827502419154  0.322
2004 Zhang Z, Zha H. Linear low-rank approximation and nonlinear dimensionality reduction Science in China, Series a: Mathematics. 47: 908-920. DOI: 10.1360/04Ys0016  0.317
2004 Zhang Y, Chu C, Ji X, Zha H. Correlating summarization of multi-source news with k-way graph bi-clustering Acm Sigkdd Explorations Newsletter. 6: 34-42. DOI: 10.1145/1046456.1046461  0.428
2004 Zhang Z, Zha H, Simon H. Low-Rank Approximations with Sparse Factors II: Penalized Methods with Discrete Newton-Like Iterations Siam Journal On Matrix Analysis and Applications. 25: 901-920. DOI: 10.1137/S0895479801394477  0.365
2002 Zhang Z, Zha H, Simon H. Low-rank approximations with sparse factors I: Basic algorithms and error analysis Siam Journal On Matrix Analysis and Applications. 23: 706-727. DOI: 10.1137/S0895479899359631  0.343
2000 Simon HD, Zha H. Low-rank matrix approximation using the Lanczos bidiagonalization process with applications Siam Journal On Scientific Computing. 21: 2257-2274. DOI: 10.1137/S1064827597327309  0.319
2000 Golub GH, Zhang Z, Zha H. Large sparse symmetric eigenvalue problems with homogeneous linear constraints: The Lanczos process with inner-outer iterations Linear Algebra and Its Applications. 309: 289-306. DOI: 10.1016/S0024-3795(99)00204-9  0.321
1999 Zha H, Simon HD. On updating problems in latent semantic indexing Siam Journal On Scientific Computing. 21: 782-791. DOI: 10.1137/S1064827597329266  0.336
1999 Zha H, Zhang Z. Matrices with low-rank-plus-shift structure: Partial SVD and latent semantic indexing Siam Journal On Matrix Analysis and Applications. 21: 522-536. DOI: 10.1137/S0895479898344443  0.328
1998 Zha H, Zhang Z. A cubically convergent parallelizable method for the Hermitian eigenvalue problem Siam Journal On Matrix Analysis and Applications. 19: 468-486. DOI: 10.1137/S0895479896302035  0.341
1998 Zha H, Zhang Z. A sorted partial Jacobi method and its convergence analysis Linear Algebra and Its Applications. 270: 79-108. DOI: 10.1016/S0024-3795(97)00227-9  0.317
1998 Zha H, Zhang Z. Modifying the generalized singular value decomposition with application with application in direction-of-arrival finding Bit Numerical Mathematics. 38: 200-216. DOI: 10.1007/Bf02510925  0.337
1997 Zha H, Zhang Z. Computing the optimal commuting matrix pairs Bit Numerical Mathematics. 37: 202-220. DOI: 10.1007/Bf02510181  0.31
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