Hongyuan Zha

发表

Mixture of Mutually Exciting Processes for Viral Diffusion

Shuang-Hong Yang, Hongyuan Zha, H. Zha, 2013, ICML.

Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learning pdf

Hongyuan Zha, Junjie Wang, Xiangfeng Wang, 2019, ArXiv.

Cost-effective node monitoring for online hot eventdetection in sina weibo microblogging

Kai Chen, Yi Zhou, Hongyuan Zha, 2013, WWW '13 Companion.

Linking Micro Event History to Macro Prediction in Point Process Models

Le Song, Yichen Wang, Hongyuan Zha, 2017, AISTATS.

Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks pdf

Le Song, Hongyuan Zha, Junchi Yan, 2017, ArXiv.

Understanding and promoting micro-finance activities in Kiva.org

Hongyuan Zha, Jaegul Choo, Changhyun Lee, 2014, WSDM.

Local smoothing for manifold learning

Jin Hyeong Park, Hongyuan Zha, Zhenyue Zhang, 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

Dictionary Learning with Mutually Reinforcing Group-Graph Structures

Licheng Yu, Hongyuan Zha, Yi Xu, 2015, AAAI.

Smoothing DCG for learning to rank: a novel approach using smoothed hinge functions

Hongyuan Zha, Zhaohui Zheng, Yi Chang, 2009, CIKM.

Simultaneous classification and feature clustering using discriminant vector quantization with applications to microarray data analysis

Hongyuan Zha, Jia Li, H. Zha, 2002, Proceedings. IEEE Computer Society Bioinformatics Conference.

Like like alike: joint friendship and interest propagation in social networks

Alexander J. Smola, Shuang-Hong Yang, Hongyuan Zha, 2011, WWW.

Topic evolution and social interactions: how authors effect research

Xiang Ji, Hongyuan Zha, C. Lee Giles, 2006, CIKM '06.

Multi-Graph Matching via Affinity Optimization with Graduated Consistency Regularization

Hongyuan Zha, Junchi Yan, Xiaokang Yang, 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Machine Learning and Robust Data Mining

Stefan Van Aelst, Hongyuan Zha, Efstratios Gallopoulos, 2007, Comput. Stat. Data Anal..

Visual Progression Analysis of Event Sequence Data

Hongyuan Zha, Nan Cao, David Gotz, 2019, IEEE Transactions on Visualization and Computer Graphics.

Inferring User Image-Search Goals Under the Implicit Guidance of Users

Hongyuan Zha, Weiyao Lin, Xiaokang Yang, 2014, IEEE Transactions on Circuits and Systems for Video Technology.

Back to the Past: Source Identification in Diffusion Networks from Partially Observed Cascades pdf

Hongyuan Zha, Mehrdad Farajtabar, Nan Du, 2015, AISTATS.

Principal manifolds and nonlinear dimensionality reduction via tangent space alignment

Hongyuan Zha, Zhenyue Zhang, Zhenyue Zhang, 2004, SIAM J. Sci. Comput..

Computational Statistics Data Analysis

Hongyuan Zha, Jia Li, 2021 .

Bipartite graph partitioning and data clustering

Chris H. Q. Ding, Hongyuan Zha, Xiaofeng He, 2001, CIKM '01.

Joint Active Learning with Feature Selection via CUR Matrix Decomposition

Qingshan Liu, Changsheng Li, Hongyuan Zha, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Towards Inferring Protein Interactions: Challenges and Solutions

Xiang Ji, Hongyuan Zha, Chao-Hsien Chu, 2006, EURASIP J. Adv. Signal Process..

Influence Estimation and Maximization in Continuous-Time Diffusion Networks

Le Song, Bernhard Schölkopf, Hongyuan Zha, 2016, ACM Trans. Inf. Syst..

Dimensionality Reduction and Topic Modeling: From Latent Semantic Indexing to Latent Dirichlet Allocation and Beyond

Shuang-Hong Yang, Hongyuan Zha, Steven P. Crain, 2012, Mining Text Data.

A Fast Proximal Point Method for Computing Wasserstein Distance

Hongyuan Zha, Xiangfeng Wang, Ruijia Wang, 2018 .

Parametric Fokker-Planck Equation

Hongyuan Zha, Wuchen Li, Haomin Zhou, 2019, GSI.

Exploring social annotations for information retrieval

Hongyuan Zha, Jiang Bian, C. Lee Giles, 2008, WWW.

Robust sensor localization algorithm in wireless ad-hoc sensor networks

Xiang Ji, Hongyuan Zha, 2003, Proceedings. 12th International Conference on Computer Communications and Networks (IEEE Cat. No.03EX712).

Spectral Properties of the Alignment Matrices in Manifold Learning

Hongyuan Zha, Zhenyue Zhang, H. Zha, 2009, SIAM Rev..

Shaping Social Activity by Incentivizing Users

Le Song, Hongyuan Zha, Mehrdad Farajtabar, 2014, NIPS.

Spectral min-max cut for graph partitioning and data clustering

Ming Gu, Hongyuan Zha, Xiaofeng He, 2001 .

A few bad votes too many?: towards robust ranking in social media

Eugene Agichtein, Hongyuan Zha, Jiang Bian, 2008, AIRWeb '08.

Exploring Support Vector Machines and Random Forests for Spam Detection

Hongyuan Zha, Gordon Rios, H. Zha, 2004, CEAS.

Web document clustering using hyperlink structures

Hongyuan Zha, Xiaofeng He, Chris Ding, 2001 .

On Machine Learning towards Predictive Sales Pipeline Analytics

Hongyuan Zha, Junchi Yan, Xiaokang Yang, 2015, AAAI.

Modeling the Intensity Function of Point Process Via Recurrent Neural Networks pdf

Hongyuan Zha, Junchi Yan, Xiaokang Yang, 2017, AAAI.

Parallel Randomized Block Coordinate Descent for Neural Probabilistic Language Model with High-Dimensional Output Targets

Xin Liu, Hongyuan Zha, Xiangfeng Wang, 2016, CCPR.

Differentiable Top-k Operator with Optimal Transport pdf

Wei Wei, Hongyuan Zha, Bo Dai, 2020, ArXiv.

Distance Preserving Dimension Reduction for Manifold Learning

Hyunsoo Kim, Hongyuan Zha, Haesun Park, 2007, SDM.

Cost-Effective Online Trending Topic Detection and Popularity Prediction in Microblogging

Kai Chen, Yi Zhou, Wenjun Zhang, 2016, ACM Trans. Inf. Syst..

Iterative Learning with Open-set Noisy Labels

Le Song, James Bailey, Shu-Tao Xia, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Neural Parametric Fokker-Planck Equations pdf

Hongyuan Zha, Wuchen Li, Haomin Zhou, 2020, ArXiv.

Inferring users' image-search goals with pseudo-images

Hongyuan Zha, Weiyao Lin, Xiaokang Yang, 2011, 2011 Visual Communications and Image Processing (VCIP).

Scalable search structures: parallel execution and resiliency

Hongyuan Zha, Shang-Sheng Tung, 1996 .

PageRank, HITS and a unified framework for link analysis

Chris H. Q. Ding, Hongyuan Zha, Xiaofeng He, 2002, SIGIR '02.

Matrix algorithms for data clustering and nonlinear dimension reduction

Hongyuan Zha, Ming Zhang, 2008 .

Unsupervised learning of optical flow with patch consistency and occlusion estimation

Hongyuan Zha, Zhe Ren, Junchi Yan, 2020, Pattern Recognit..

Fast algorithms for direction-of-arrival finding using large ESPRIT arrays

Hongyuan Zha, 1996, Signal Process..

Dynamic cluster structure for object detection and tracking in wireless ad-hoc sensor networks

George Kesidis, Xiang Ji, Hongyuan Zha, 2004, 2004 IEEE International Conference on Communications (IEEE Cat. No.04CH37577).

Co-ranking Authors and Documents in a Heterogeneous Network

Hongyuan Zha, C. Lee Giles, Ding Zhou, 2007, Seventh IEEE International Conference on Data Mining (ICDM 2007).

Learning Robust Representations with Graph Denoising Policy Network

Hongyuan Zha, Wei Zhang, Haifeng Chen, 2019, 2019 IEEE International Conference on Data Mining (ICDM).

Ranking specialization for web search: a divide-and-conquer approach by using topical RankSVM

Fan Li, Xin Li, Hongyuan Zha, 2010, WWW '10.

Session details: DAEN 2015

Le Song, Hongyuan Zha, Manuel Gomez-Rodriguez, 2015, WWW 2015.

Functional matrix factorizations for cold-start recommendation

Shuang-Hong Yang, Hongyuan Zha, Ke Zhou, 2011, SIGIR.

Preface

Hongyuan Zha, Jesse L. Barlow, Michael W. Berry, 2002, Comput. Stat. Data Anal..

A new Mallows distance based metric for comparing clusterings

Hongyuan Zha, Jia Li, Ding Zhou, 2005, ICML '05.

Fake News Mitigation via Point Process Based Intervention pdf

Le Song, Shuang Li, Hongyuan Zha, 2017, ICML.

NetCodec: Community Detection from Individual Activities

Le Song, Hongyuan Zha, Mehrdad Farajtabar, 2015, SDM.

COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution

Shuang Li, Hongyuan Zha, Mehrdad Farajtabar, 2015, NIPS.

Analysis of hubs and authorities on the web

Hongyuan Zha, Xiaofeng He, Chris Ding, 2001 .

A New Algorithm for Inferring User Search Goals with Feedback Sessions

Hongyuan Zha, Weiyao Lin, Xiaokang Yang, 2013, IEEE Transactions on Knowledge and Data Engineering.

Boosting Alzheimer diagnosis accuracy with the help of incomplete privileged information

Jun Wang, Hao Ye, Hongyuan Zha, 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Deep Mean Field Games for Learning Optimal Behavior Policy of Large Populations pdf

Hongyuan Zha, Xiaojing Ye, Jiachen Yang, 2017, ICLR 2018.

Distance Preserving Dimension Reduction Using the QR Factorization or the Cholesky Factorization

Hyunsoo Kim, Hongyuan Zha, Haesun Park, 2007, 2007 IEEE 7th International Symposium on BioInformatics and BioEngineering.

Supervised Laplacian Eigenmaps with Applications in Clinical Diagnostics for Pediatric Cardiology pdf

Hongyuan Zha, Mark L. Braunstein, Dadan Zeng, 2012, ArXiv.

Learning Graphons via Structured Gromov-Wasserstein Barycenters pdf

Hongyuan Zha, Lawrence Carin, Hongteng Xu, 2020, AAAI.

Clustering of Time-Course Gene Expression Data

Ya Zhang, Hongyuan Zha, Chao-Hsien Chu, 2004 .

On Scalable and Efficient Computation of Large Scale Optimal Transport

Hongyuan Zha, Tuo Zhao, Minshuo Chen, 2019, ICML.

Name disambiguation in author citations using a K-way spectral clustering method

Hui Han, Hongyuan Zha, C. Lee Giles, 2005, Proceedings of the 5th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL '05).

Incorporating query difference for learning retrieval functions in world wide web search

Hongyuan Zha, Zhaohui Zheng, Gordon Sun, 2006, CIKM '06.

Infinite-horizon Off-Policy Policy Evaluation with Multiple Behavior Policies pdf

Hongyuan Zha, Xinyun Chen, Lu Wang, 2020, ICLR.

Language pyramid and multi-scale text analysis

Shuang-Hong Yang, Hongyuan Zha, H. Zha, 2010, CIKM.

Leveraging Auxiliary Data for Learning to Rank

Hongyuan Zha, Jing Bai, Gui-Rong Xue, 2012, TIST.

Predicting User Activity Level In Point Processes With Mass Transport Equation

Le Song, Yichen Wang, Hongyuan Zha, 2017, NIPS.

A hybrid approach for risk assessment of loan guarantee network pdf

Liqing Zhang, Hongyuan Zha, Junchi Yan, 2017, ArXiv.

Hongyuan Zha, Junchi Yan, Xiaokang Yang, 2018, IEEE Access.

AutoMix: Mixup Networks for Sample Interpolation via Cooperative Barycenter Learning

Hongyuan Zha, Junchi Yan, Jianchao Zhu, 2020, ECCV.

An efficient Total Least Squares algorithm based on a rank-revealing two-sided orthogonal decomposition

Sabine Van Huffel, Hongyuan Zha, 2005, Numerical Algorithms.

Supervised Reinforcement Learning with Recurrent Neural Network for Dynamic Treatment Recommendation

Lu Wang, Wei Zhang, Hongyuan Zha, 2018, KDD.

Supervised embedding of textual predictors with applications in clinical diagnostics for pediatric cardiology.

Ke Zhou, Hongyuan Zha, Dadan Zeng, 2014, Journal of the American Medical Informatics Association : JAMIA.

Splice site prediction using support vector machines with a Bayes kernel

Yixin Chen, Ya Zhang, Xiang Ji, 2006, Expert Syst. Appl..

Ranking with query-dependent loss for web search

Tao Qin, Tie-Yan Liu, Hongyuan Zha, 2010, WSDM '10.

Metric Learning for Regression Problems and Human Age Estimation

Thomas S. Huang, Hongyuan Zha, Xiaokang Yang, 2009, PCM.

Deep Extreme Multi-label Learning

Hongyuan Zha, Xiangfeng Wang, Junchi Yan, 2017, ICMR.

A Hypergradient Approach to Robust Regression without Correspondence pdf

Hongyuan Zha, Xiaojing Ye, Tuo Zhao, 2020, ICLR.

EventThread: Visual Summarization and Stage Analysis of Event Sequence Data

Ke Xu, Hongyuan Zha, Nan Cao, 2018, IEEE Transactions on Visualization and Computer Graphics.

DAG-guided parallel asynchronous variational integrators with super-elements

Hongyuan Zha, Xiangmin Jiao, Richard M. Fujimoto, 2007, SCSC.

A hierarchical naive Bayes mixture model for name disambiguation in author citations

Wei Xu, Hui Han, Hongyuan Zha, 2005, SAC '05.

Transformer Hawkes Process

Hongyuan Zha, Tuo Zhao, Haoming Jiang, 2020, ICML.

A Continuous-time Mutually-Exciting Point Process Framework for Prioritizing Events in Social Media pdf

Le Song, Hongyuan Zha, Mehrdad Farajtabar, 2015, ArXiv.

Hongyuan Zha, Hamid R. Rabiee, Mehrdad Farajtabar, 2015, AAAI.

A Self-Paced Regularization Framework for Multilabel Learning

Qingshan Liu, Changsheng Li, Xiaoyu Zhang, 2016, IEEE Transactions on Neural Networks and Learning Systems.

Large-Scale SVD and Subspace-Based Methods for Information Retrieval

Hongyuan Zha, Horst D. Simon, Osni Marques, 1998, IRREGULAR.

Isometric Embedding and Continuum ISOMAP

Hongyuan Zha, Zhenyue Zhang, H. Zha, 2003, ICML.

Integrating Independent and Centralized Multi-agent Reinforcement Learning for Traffic Signal Network Optimization

Zhi Zhang, Hongyuan Zha, Jiachen Yang, 2019, AAMAS.

Variational Graph Embedding for Globally and Locally Consistent Feature Extraction

Shaohua Kevin Zhou, Shuang-Hong Yang, Hongyuan Zha, 2009, ECML/PKDD.

Web document clustering using hyperlink structures

Chris H. Q. Ding, Hongyuan Zha, Xiaofeng He, 2001, Comput. Stat. Data Anal..

Structure and Perturbation Analysis of Truncated SVDs for Column-Partitioned Matrices

Hongyuan Zha, Zhenyue Zhang, H. Zha, 2000, SIAM J. Matrix Anal. Appl..

Learning to recognize reliable users and content in social media with coupled mutual reinforcement

Eugene Agichtein, Hongyuan Zha, Jiang Bian, 2009, WWW '09.

Low-Rank Approximations with Sparse Factors I: Basic Algorithms and Error Analysis

Hongyuan Zha, Zhenyue Zhang, Horst D. Simon, 2001, SIAM J. Matrix Anal. Appl..

LatentGesture: active user authentication through background touch analysis

Hongyuan Zha, Duen Horng Chau, Samuel Clarke, 2014, Chinese CHI '14.

A regression framework for learning ranking functions using relative relevance judgments

Hongyuan Zha, Keke Chen, Zhaohui Zheng, 2007, SIGIR.

GraphOpt: Learning Optimization Models of Graph Formation pdf

Hongyuan Zha, Jiachen Yang, Rakshit Trivedi, 2020, ICML.

Cross-Network Skip-Gram Embedding for Joint Network Alignment and Link Prediction

Rui Zhang, Hongyuan Zha, Junchi Yan, 2020, IEEE Transactions on Knowledge and Data Engineering.

Personalized Fashion Recommendation with Visual Explanations based on Multimodal Attention Network: Towards Visually Explainable Recommendation

Yongfeng Zhang, Hongyuan Zha, Zheng Qin, 2019, SIGIR.

Representation Learning over Dynamic Graphs pdf

Hongyuan Zha, Mehrdad Farajtabar, Rakshit Trivedi, 2018, ArXiv.

Discrete Interventions in Hawkes Processes with Applications in Invasive Species Management

Hongyuan Zha, Mehrdad Farajtabar, Bistra N. Dilkina, 2018, IJCAI.

On Modeling and Predicting Individual Paper Citation Count over Time

Changsheng Li, Hongyuan Zha, Xiangfeng Wang, 2016, IJCAI.

Hyper-Meta Reinforcement Learning with Sparse Reward pdf

Hongyuan Zha, Xiaofeng He, Xiangfeng Wang, 2020, ArXiv.

Friend or frenemy?: predicting signed ties in social networks

Alexander J. Smola, Shuang-Hong Yang, Hongyuan Zha, 2012, SIGIR '12.

Wasserstein Learning of Deep Generative Point Process Models

Le Song, Hongyuan Zha, Junchi Yan, 2017, NIPS.

Recurrent Poisson Factorization for Temporal Recommendation

Hongyuan Zha, Mehrdad Farajtabar, Ali Khodadadi, 2017, IEEE Transactions on Knowledge and Data Engineering.

Recommendation in Online Health Communities

Ke Zhou, Hongyuan Zha, Steven P. Crain, 2012, ASONAM 2012.

Global ranking by exploiting user clicks

Hongyuan Zha, Zhaohui Zheng, Gui-Rong Xue, 2009, SIGIR.

Learning Hawkes Processes from Short Doubly-Censored Event Sequences pdf

Hongyuan Zha, Hongteng Xu, Dixin Luo, 2017, ICML.

Inducible regularization for low-rank matrix factorizations for collaborative filtering

Hongyuan Zha, Zhenyue Zhang, Keke Zhao, 2012, Neurocomputing.

Learning distance metric for regression by semidefinite programming with application to human age estimation

Hongyuan Zha, Xiaokang Yang, Bo Xiao, 2009, ACM Multimedia.

Learning binary codes for collaborative filtering

Hongyuan Zha, Ke Zhou, H. Zha, 2012, KDD.

Multidimensional scaling based sensor positioning algorithms in wireless sensor networks.

Hongyuan Zha, Xiang Ji, 2003 .

Learning Triggering Kernels for Multi-dimensional Hawkes Processes

Le Song, Hongyuan Zha, Ke Zhou, 2013, ICML.

Boosting the Feature Space: Text Classification for Unstructured Data on the Web

Yang Song, Hongyuan Zha, C. Lee Giles, 2006, Sixth International Conference on Data Mining (ICDM'06).

Advertising Keywords Recommendation for Short-Text Web Pages Using Wikipedia

Weinan Zhang, Hongyuan Zha, Gui-Rong Xue, 2012, TIST.

Uncover Topic-Sensitive Information Diffusion Networks

Le Song, Hongyuan Zha, Nan Du, 2013, AISTATS.

Statistical Guarantees of Generative Adversarial Networks for Distribution Estimation pdf

Hongyuan Zha, Tuo Zhao, Minshuo Chen, 2020, ArXiv.

Manifold Based Dynamic Texture Synthesis from Extremely Few Samples

Hongyuan Zha, Hongteng Xu, Mark A. Davenport, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Manifold Based Face Synthesis from Sparse Samples

Hongyuan Zha, Hongteng Xu, H. Zha, 2013, 2013 IEEE International Conference on Computer Vision.

Analyzing User's Sequential Behavior in Query Auto-Completion via Markov Processes

Hongbo Deng, Yi Chang, Ricardo Baeza-Yates, 2015, SIGIR.

Mining IPTV user behaviors with a coupled LDA model

Ya Zhang, Hongyuan Zha, Weiyuan Chen, 2013, 2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB).

Incorporating query difference for learning retrieval functions in information retrieval

Hongyuan Zha, Zhaohui Zheng, Gordon Sun, 2006, SIGIR '06.

Adversarial Distillation for Efficient Recommendation with External Knowledge

Xu Chen, Yongfeng Zhang, Hongyuan Zha, 2018, ACM Trans. Inf. Syst..

Extracting Shared Topics of Multiple Documents

Xiang Ji, Hongyuan Zha, H. Zha, 2003, PAKDD.

Correlating summarization of multi-source news with k-way graph bi-clustering

Ya Zhang, Xiang Ji, Hongyuan Zha, 2004, SKDD.

Learning to Optimize via Wasserstein Deep Inverse Optimal Control pdf

Le Song, Yichen Wang, Hongyuan Zha, 2018, ArXiv.

A Fractal-based CNN for Detecting Complicated Curves in AFM Images pdf

Hongyuan Zha, Junchi Yan, Hongteng Xu, 2016, ArXiv.

F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning pdf

Hongyuan Zha, Xiangfeng Wang, Bo Jin, 2020, ArXiv.

Learning Granger Causality for Hawkes Processes pdf

Hongyuan Zha, Mehrdad Farajtabar, Hongteng Xu, 2016, ICML.

Multi-task learning for learning to rank in web search

Hongyuan Zha, Jing Bai, Zhaohui Zheng, 2009, CIKM.

Efficient Multiclass Boosting Classification with Active Learning

Yang Song, Hongyuan Zha, C. Lee Giles, 2007, SDM.

Multi-View Point Registration via Alternating Optimization

Jun Wang, Hongyuan Zha, Junchi Yan, 2015, AAAI.

You Are What You Watch and When You Watch: Inferring Household Structures From IPTV Viewing Data

Rong Xie, Wenjun Zhang, Hongyuan Zha, 2014, IEEE Transactions on Broadcasting.

Domain-independent text segmentation using anisotropic diffusion and dynamic programming

Xiang Ji, Hongyuan Zha, H. Zha, 2003, SIGIR.

On the flexibility of block coordinate descent for large-scale optimization

Wenjie Zhang, Hongyuan Zha, Xiangfeng Wang, 2018, Neurocomputing.

A time-series biclustering algorithm for revealing co-regulated genes

Ya Zhang, Hongyuan Zha, Chao-Hsien Chu, 2005, International Conference on Information Technology: Coding and Computing (ITCC'05) - Volume II.

Multi-task text segmentation and alignment based on weighted mutual information

John Yen, Hongyuan Zha, Ding Zhou, 2006, CIKM '06.

Trailer Generation via a Point Process-Based Visual Attractiveness Model

Hongyuan Zha, Yi Zhen, Hongteng Xu, 2015, IJCAI.

Decoupled Learning for Factorial Marked Temporal Point Processes

Hongyuan Zha, Junchi Yan, Xiaokang Yang, 2018, KDD.

Learning Stochastic Behaviour of Aggregate Data pdf

Hongyuan Zha, Haomin Zhou, Shu Liu, 2020, ArXiv.

Conical Dimension as an Intrinsic Dimension Estimator and its Applications

Xin Yang, Hongyuan Zha, Sebastien Michea, 2007, SDM.

A Domain Decomposition Method for Fast Manifold Learning

Hongyuan Zha, Zhenyue Zhang, H. Zha, 2005, NIPS.

Learning Mixtures of Markov Chains from Aggregate Data with Structural Constraints

Wenjun Zhang, Hongyuan Zha, Xiaokang Yang, 2016, IEEE Transactions on Knowledge and Data Engineering.

Low-rank decomposition meets kernel learning: A generalized Nyström method

Jun Wang, Wei Cheng, Xiaoli Li, 2017, Artif. Intell..

A Divide-and-Conquer Approach for Large-Scale Multi-label Learning

Wenjie Zhang, Hongyuan Zha, Xiangfeng Wang, 2017, 2017 IEEE Third International Conference on Multimedia Big Data (BigMM).

Joint Optimization for Consistent Multiple Graph Matching

Yu Tian, Ya Zhang, Hongyuan Zha, 2013, 2013 IEEE International Conference on Computer Vision.

Efficient block noise removal based on nonlinear manifolds

Hongyuan Zha, Jesse L. Barlow, Haoying Fu, 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.

Matrices with Low-Rank-Plus-Shift Structure: Partial SVD and Latent Semantic Indexing

Hongyuan Zha, Zhenyue Zhang, H. Zha, 1999, SIAM J. Matrix Anal. Appl..

Co-evolutionary Dynamics of Information Diffusion and Network Structure

Le Song, Shuang Li, Hongyuan Zha, 2015, WWW.

Enhancing diversity, coverage and balance for summarization through structure learning

Yong Yu, Hongyuan Zha, Gui-Rong Xue, 2009, WWW '09.

IKNN: Informative K-Nearest Neighbor Pattern Classification

Yang Song, Hongyuan Zha, C. Lee Giles, 2007, PKDD.

tau-FPL: Tolerance-Constrained Learning in Linear Time

Jun Wang, Ao Zhang, Hongyuan Zha, 2018, AAAI.

Hongyuan Zha, Lawrence Carin, Yi Zhen, 2015, AAAI.

Sequential Multi-fusion Network for Multi-channel Video CTR Prediction

Hongyuan Zha, Wei Zhang, Wei Feng, 2020, DASFAA.

Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence Towards Effective Prioritizing Water Pipe Replacement and Rehabilitation ∗

Hongyuan Zha, Junchi Yan, Weishan Dong, 2022 .

A constrained clustering based approach for matching a collection of feature sets

Hongyuan Zha, Junchi Yan, Zhe Ren, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Support vector clustering combined with spectral graph partitioning

Xiang Ji, Jin Hyeong Park, Hongyuan Zha, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

2nd Special issue on matrix computations and statistics

Hongyuan Zha, Jesse L. Barlow, Haesun Park, 2006, Comput. Stat. Data Anal..

Behavior Informatics: A New Perspective

Guandong Xu, Longbing Cao, Reza Zafarani, 2014, IEEE Intelligent Systems.

Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances pdf

Hongyuan Zha, Zhang-Hua Fu, Kai-Bin Qiu, 2020, ArXiv.

Group-Aware Long- and Short-Term Graph Representation Learning for Sequential Group Recommendation

Jun Rao, Hongyuan Zha, Wei Zhang, 2020, SIGIR.

DyRep: Learning Representations over Dynamic Graphs

Hongyuan Zha, Mehrdad Farajtabar, Rakshit Trivedi, 2019, ICLR.

Idiomaticity Prediction of Chinese Noun Compounds and Its Applications

Aoying Zhou, Hongyuan Zha, Chengyu Wang, 2019, IEEE Access.

Modeling Contagious Merger and Acquisition via Point Processes with a Profile Regression Prior

Changsheng Li, Hongyuan Zha, Xiangfeng Wang, 2016, IJCAI.

Personalized Prescription for Comorbidity

Lu Wang, Wei Zhang, Hongyuan Zha, 2018, DASFAA.

Network Diffusions via Neural Mean-Field Dynamics pdf

Hongyuan Zha, Xiaojing Ye, Shushan He, 2020, NeurIPS.

ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems

Li Shang, Chao Chen, Hongyuan Zha, 2017, AAAI.

Hierarchical Cooperative Multi-Agent Reinforcement Learning with Skill Discovery

Hongyuan Zha, Jiachen Yang, Igor Borovikov, 2020, AAMAS.

Adaptive Manifold Learning

Hongyuan Zha, Zhenyue Zhang, Jing Wang, 2004, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Learning multiple-question decision trees for cold-start recommendation

Mingxuan Sun, Hongyuan Zha, Guy Lebanon, 2013, WSDM.

Learning Registered Point Processes from Idiosyncratic Observations

Hongyuan Zha, Lawrence Carin, Hongteng Xu, 2017, ICML.

Low-Rank Approximations with Sparse Factors II: Penalized Methods with Discrete Newton-Like Iterations

Hongyuan Zha, Zhenyue Zhang, Horst D. Simon, 2004, SIAM J. Matrix Anal. Appl..

Dialect topic modeling for improved consumer medical search.

Shuang-Hong Yang, Hongyuan Zha, Yu Jiao, 2010, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Low-Rank Matrix Approximation Using the Lanczos Bidiagonalization Process with Applications

Hongyuan Zha, Horst D. Simon, H. Simon, 1999, SIAM J. Sci. Comput..

10 The total least squares problem

Sabine Van Huffel, Hongyuan Zha, H. Zha, 1993, Computational Statistics.

Discovering Temporal Communities from Social Network Documents

Hongyuan Zha, C. Lee Giles, Isaac G. Councill, 2007, Seventh IEEE International Conference on Data Mining (ICDM 2007).

Consistent computation of first- and second-order differential quantities for surface meshes

Hongyuan Zha, Xiangmin Jiao, H. Zha, 2008, SPM '08.

Single Episode Policy Transfer in Reinforcement Learning pdf

Hongyuan Zha, Jiachen Yang, Daniel Faissol, 2019, ICLR.

Modeling Event Propagation via Graph Biased Temporal Point Process

Hongyuan Zha, Yu Liu, Huanxi Liu, 2019, IEEE Transactions on Neural Networks and Learning Systems.

A Comparison of Unsupervised Dimension Reduction Algorithms for Classification

Hongyuan Zha, Jaegul Choo, Haesun Park, 2007, 2007 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2007).

Gromov-Wasserstein Learning for Graph Matching and Node Embedding

Hongyuan Zha, Lawrence Carin, Hongteng Xu, 2019, ICML.

Generic summarization and keyphrase extraction using mutual reinforcement principle and sentence clustering

Hongyuan Zha, H. Zha, 2002, SIGIR '02.

Learning Cost Functions for Optimal Transport pdf

Hongyuan Zha, Xiaojing Ye, Haomin Zhou, 2020, ArXiv.

Learning Dynamic Graph Representations

Hongyuan Zha, Mehrdad Farajtabar, Rakshit Trivedi, 2018 .

PageRank, HITS and a unified framework for link analysis

Chris H. Q. Ding, Hongyuan Zha, Xiaofeng He, 2002, SIGIR '02.

Web-scale classification with naive bayes

Yong Yu, Hongyuan Zha, Gui-Rong Xue, 2009, WWW '09.

Adapting ranking functions to user preference

Ya Zhang, Hongyuan Zha, Keke Chen, 2008, 2008 IEEE 24th International Conference on Data Engineering Workshop.

Collaborative ranking: improving the relevance for tail queries

Xin Li, Hongyuan Zha, Ke Zhou, 2012, CIKM '12.

Energy Usage Behavior Modeling in Energy Disaggregation via Hawkes Processes

Hongyuan Zha, Liangda Li, H. Zha, 2018, ACM Trans. Intell. Syst. Technol..

Simple and effective variational optimization of surface and volume triangulations

Hongyuan Zha, Xiangmin Jiao, Duo Wang, 2010, Engineering with Computers.

Glioma grading based on 3D multimodal convolutional neural network and privileged learning

Jun Wang, Hongyuan Zha, Yuxin Li, 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

A Unified Framework for Manifold Landmarking

Licheng Yu, Hongyuan Zha, Hongteng Xu, 2017, IEEE Transactions on Signal Processing.

Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora

Shuang-Hong Yang, Hongyuan Zha, Bao-Gang Hu, 2009, NIPS.

Influence Prediction for Continuous-Time Information Propagation on Networks pdf

Hongyuan Zha, Xiaojing Ye, Haomin Zhou, 2015, Networks Heterog. Media.

Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment

Hongyuan Zha, Zhenyue Zhang, H. Zha, 2002, ArXiv.

Learning to Recommend via Inverse Optimal Matching pdf

Ruilin Li, Hongyuan Zha, Xiaojing Ye, 2018, ArXiv.

Improving recency ranking using twitter data

Fernando Diaz, Yan Liu, Hongyuan Zha, 2013, TIST.

Correlating multilingual documents via bipartite graph modeling

Xiang Ji, Hongyuan Zha, 2002, SIGIR '02.

Adversarial Cooperative Imitation Learning for Dynamic Treatment Regimes✱

Bo Zong, Hongyuan Zha, Xiaofeng He, 2020, WWW.

Learning the Gain Values and Discount Factors of DCG pdf

Yong Yu, Hongyuan Zha, Gui-Rong Xue, 2012, ArXiv.

Spectral methods for semi-supervised manifold learning

Min Zhang, Hongyuan Zha, Zhenyue Zhang, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Discrete hyper-graph matching

Wei Liu, Hongyuan Zha, Junchi Yan, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Learning to Incentivize Other Learning Agents pdf

Hongyuan Zha, Mehrdad Farajtabar, Jiachen Yang, 2020, NeurIPS.

Adaptive dimension reduction for clustering high dimensional data

Hongyuan Zha, Xiaofeng He, Chris Ding, 2002 .

A spectral method to separate disconnected and nearly-disconnected web graph components

Chris H. Q. Ding, Hongyuan Zha, Xiaofeng He, 2001, KDD '01.

Learning Parametric Models for Social Infectivity in Multi-Dimensional Hawkes Processes

Hongyuan Zha, Liangda Li, H. Zha, 2014, AAAI.

Reinforcement Learning with Policy Mixture Model for Temporal Point Processes Clustering pdf

Hongyuan Zha, Junchi Yan, Xiaokang Yang, 2019, ArXiv.

Sequential Recommendation with User Memory Networks

Yongfeng Zhang, Hongyuan Zha, Hongteng Xu, 2018, WSDM.

Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes

Le Song, Hongyuan Zha, Ke Zhou, 2013, AISTATS.

Unsupervised Trajectory Clustering via Adaptive Multi-kernel-Based Shrinkage

Hongyuan Zha, Weiyao Lin, Yang Zhou, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences

Wenjun Zhang, Hongyuan Zha, Xiaokang Yang, 2015, IJCAI.

Learning Conditional Generative Models for Temporal Point Processes

Le Song, Hongyuan Zha, Junchi Yan, 2018, AAAI.

Protein Interaction Inference as a MAX-SAT Problem

Ya Zhang, Xiang Ji, Hongyuan Zha, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops.

Correlating summarization of a pair of multilingual documents

Xiang Ji, Hongyuan Zha, 2003, Proceedings. Seventeenth Workshop on Parallel and Distributed Simulation.

Towards discovering organizational structure from email corpus

Yang Song, Ya Zhang, Hongyuan Zha, 2005, Fourth International Conference on Machine Learning and Applications (ICMLA'05).

Hybrid Generative/Discriminative Learning for Automatic Image Annotation

Shuang-Hong Yang, Hongyuan Zha, Jiang Bian, 2010, UAI.

Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning

Hongyuan Zha, Wei Zhang, Qianming Xue, 2020, AAAI.

Adaptive dimension reduction for clustering high dimensional data

Chris H. Q. Ding, Hongyuan Zha, Xiaofeng He, 2002, 2002 IEEE International Conference on Data Mining, 2002. Proceedings..

A New Preprocessing Algorithm for the Computation of the Generalized Singular Value Decomposition

Zhaojun Bai, Hongyuan Zha, 1993, SIAM J. Sci. Comput..

Spectral Relaxation for K-means Clustering

Chris H. Q. Ding, Hongyuan Zha, Xiaofeng He, 2001, NIPS.

Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm

Hongyuan Zha, Andrew Smith, Xiaoming Huo, 2008, NIPS.

Collaborative competitive filtering: learning recommender using context of user choice

Shuang-Hong Yang, Hongyuan Zha, Zhaohui Zheng, 2011, SIGIR.

Hawkes Processes for Invasive Species Modeling and Management pdf

Hongyuan Zha, Mehrdad Farajtabar, Bistra N. Dilkina, 2017, ArXiv.

The total least squares problem

Sabine Van Huffel, Hongyuan Zha, H. Zha, 1993 .

Single episode transfer for differing environmental dynamics in reinforcement learning

Hongyuan Zha, Jiachen Yang, Daniel Faissol, 2020, ICLR 2020.

Fractal Dimension Invariant Filtering and Its CNN-Based Implementation

Hongyuan Zha, Weiyao Lin, Junchi Yan, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Identifying and labeling search tasks via query-based hawkes processes

Hongbo Deng, Hongyuan Zha, Yi Chang, 2014, KDD.

Behavior Driven Topic Transition for Search Task Identification

Hongbo Deng, Hongyuan Zha, Yi Chang, 2016, WWW.

Visually Explainable Recommendation pdf

Xu Chen, Yongfeng Zhang, Hongyuan Zha, 2018, ArXiv.

User-guided Hierarchical Attention Network for Multi-modal Social Image Popularity Prediction

Wei Zhang, Jun Wang, Wen Wang, 2018, WWW.

A Short Survey of Recent Advances in Graph Matching

Hongyuan Zha, Weiyao Lin, Cheng Deng, 2016, ICMR.

Automatic topic identification using webpage clustering

Chris H. Q. Ding, Hongyuan Zha, Xiaofeng He, 2001, Proceedings 2001 IEEE International Conference on Data Mining.

Interpolating fine texturess with fields of experts prior

Hongyuan Zha, Xiaokang Yang, Rui Zhang, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Boundary-Eliminated Pseudoinverse Linear Discriminant for Imbalanced Problems

Hongyuan Zha, Zhe Wang, Daqi Gao, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Scalable Influence Maximization for Multiple Products in Continuous-Time Diffusion Networks

Le Song, Maria-Florina Balcan, Yingyu Liang, 2016, J. Mach. Learn. Res..

Learning Long- and Short-Term User Literal-Preference with Multimodal Hierarchical Transformer Network for Personalized Image Caption

Hongyuan Zha, Wei Zhang, Pan Lu, 2020, AAAI.

Inductive Relational Matrix Completion pdf

Hongyuan Zha, Qitian Wu, Hengrui Zhang, 2020, ArXiv.

Dyadic event attribution in social networks with mixtures of hawkes processes

Hongyuan Zha, Liangda Li, H. Zha, 2013, CIKM.

THAP: A Matlab Toolkit for Learning with Hawkes Processes pdf

Hongyuan Zha, Hongteng Xu, 2017, ArXiv.

Targeted sampling of enlarged neighborhood via Monte Carlo tree search for TSP

Hongyuan Zha, Meng Qiu, Kai-Bin Qiu, 2019 .

Multistage Campaigning in Social Networks

Le Song, Hongyuan Zha, Xiaojing Ye, 2016, NIPS.

Stable chasing algorithms for modifying complete and partial singular value decompositions

Hongyuan Zha, Jesse L. Barlow, Peter A. Yoon, 1993, Optics & Photonics.

Self-aggregation in scaled principal component space

Hongyuan Zha, Xiaofeng He, Chris Ding, 2001 .

Inferring Private Demographics of New Users in Recommender Systems

Mingxuan Sun, Hongyuan Zha, Changbin Li, 2017, MSWiM.

A scalable assistant librarian: hierarchical subject classification of books

Hongyuan Zha, Jian Huang, Steven P. Crain, 2008, SIGIR '08.

{\it R}$_{\mbox{1}}$-PCA: rotational invariant {\it L}$_{\mbox{1}}$-norm principal component analysis for robust subspace factorization

Hongyuan Zha, Xiaofeng He, Chris Ding, 2006, ICML 2006.

A Deep Learning Approach with Feature Derivation and Selection for Overdue Repayment Forecasting

Guofu Li, Hongyuan Zha, Junchi Yan, 2020, Applied Sciences.

Learning to Match via Inverse Optimal Transport

Ruilin Li, Hongyuan Zha, Xiaojing Ye, 2018, J. Mach. Learn. Res..

The Social Future of Web Search: Modeling, Exploiting, and Searching Collaboratively Generated Content

Evgeniy Gabrilovich, Eugene Agichtein, Hongyuan Zha, 2009, IEEE Data Eng. Bull..

Joint Prediction of Rating and Popularity for Cold-Start Item by Sentinel User Selection

Kai Chen, Wenjun Zhang, Hongyuan Zha, 2016, IEEE Access.

Recurrent Poisson Factorization for Temporal Recommendation

Hongyuan Zha, Hamid R. Rabiee, Mehrdad Farajtabar, 2020, IEEE Transactions on Knowledge and Data Engineering.

Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes

Shamim Nemati, Hongyuan Zha, Hongteng Xu, 2016, IEEE Transactions on Knowledge and Data Engineering.

A General Boosting Method and its Application to Learning Ranking Functions for Web Search

Hongyuan Zha, Keke Chen, Zhaohui Zheng, 2007, NIPS.

Meta Learning with Relational Information for Short Sequences

Feng Liu, Hongyuan Zha, Tuo Zhao, 2019, NeurIPS.

Differentiable Top-k with Optimal Transport

Hongyuan Zha, Tuo Zhao, Tomas Pfister, 2020, NeurIPS.

Multiscale Semilocal Interpolation With Antialiasing

Hongyuan Zha, Weiyao Lin, Xiaokang Yang, 2012, IEEE Transactions on Image Processing.

Learning Mixtures of Markov Chains from Aggregate Data with Structural Constraints

Hongyuan Zha, Xiaokang Yang, Wenjun Zhang, 2016, IEEE Trans. Knowl. Data Eng..

Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning

Xin Liu, Changsheng Li, Hongyuan Zha, 2018, IJCAI.

Semi-supervised nonlinear dimensionality reduction

Xin Yang, Hongyuan Zha, Jesse L. Barlow, 2006, ICML.

Continuum Isomap for manifold learnings

Hongyuan Zha, Zhenyue Zhang, H. Zha, 2007, Comput. Stat. Data Anal..

Spectral Multimodal Hashing and Its Application to Multimedia Retrieval

Xuelong Li, Yue Gao, Hongyuan Zha, 2016, IEEE Transactions on Cybernetics.

Learning to Detect Pathogenic Microorganism of Community-acquired Pneumonia

Wei Zhang, Hongyuan Zha, Bo Jin, 2018, SIGIR.

A min-max cut algorithm for graph partitioning and data clustering

Chris H. Q. Ding, Hongyuan Zha, Xiaofeng He, 2001, Proceedings 2001 IEEE International Conference on Data Mining.

Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality

Shuang-Hong Yang, Hongyuan Zha, Steven P. Crain, 2011, AISTATS.

Household Structure Analysis via Hawkes Processes for Enhancing Energy Disaggregation

Hongyuan Zha, Liangda Li, 2016, IJCAI.

Poster abstract: multidimensional scaling based sensor positioning algorithms in wireless sensor networks

Xiang Ji, Hongyuan Zha, 2003, SenSys '03.

Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction

Hongyuan Zha, Wei Zhang, Qi Liu, 2020, WWW.

Topic segmentation with shared topic detection and alignment of multiple documents

John Yen, Hongyuan Zha, C. Lee Giles, 2007, SIGIR.

Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model

Hongyuan Zha, Junchi Yan, Xiaokang Yang, 2020 .

Contextualized web search: query-dependent ranking and social media search

Hongyuan Zha, Jiang Bian, H. Zha, 2010 .

CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning pdf

David Isele, Hongyuan Zha, Kikuo Fujimura, 2018, ICLR.

Learning Deep Mean Field Games for Modeling Large Population Behavior

Hongyuan Zha, Xiaojing Ye, Huan Xu, 2017, ICLR.

Consistency-Driven Alternating Optimization for Multigraph Matching: A Unified Approach

Jun Wang, Hongyuan Zha, Junchi Yan, 2015, IEEE Transactions on Image Processing.

Video summarization via transferrable structured learning

Yong Yu, Hongyuan Zha, Gui-Rong Xue, 2011, WWW.

On Updating Problems in Latent Semantic Indexing

Hongyuan Zha, Horst D. Simon, H. Simon, 1997, SIAM J. Sci. Comput..

A Fast Proximal Point Method for Computing Exact Wasserstein Distance

Hongyuan Zha, Xiangfeng Wang, Ruijia Wang, 2018, UAI.

Unsupervised Deep Learning for Optical Flow Estimation

Bingbing Ni, Bin Liu, Hongyuan Zha, 2017, AAAI.

Optimizing Surface Triangulation Via Near Isometry with Reference Meshes

Hongyuan Zha, Xiangmin Jiao, Narasimha R. Bayyana, 2007, International Conference on Computational Science.

Fast algorithms for updating signal subspaces

Gene H. Golub, Hongyuan Zha, Guanghan Xu, 1994 .

Learning Time Series Associated Event Sequences With Recurrent Point Process Networks

Le Song, Hongyuan Zha, Junchi Yan, 2019, IEEE Transactions on Neural Networks and Learning Systems.

Joint Link Prediction and Network Alignment via Cross-graph Embedding

Hongyuan Zha, Junchi Yan, Xingbo Du, 2019, IJCAI.

Learning structured communication for multi-agent reinforcement learning pdf

Hongyuan Zha, Xiangfeng Wang, Bo Jin, 2020, Autonomous Agents and Multi-Agent Systems.

Spectral methods for data clustering

Hongyuan Zha, Xiaofeng He, 2002 .

Stein Bridging: Enabling Mutual Reinforcement between Explicit and Implicit Generative Models pdf

Hongyuan Zha, Rui Gao, Qitian Wu, 2019, ArXiv.

Learning Strategic Network Emergence Games

Hongyuan Zha, Rakshit Trivedi, H. Zha, 2020, NeurIPS.

Structural Landmarking and Interaction Modelling: on Resolution Dilemmas in Graph Classification pdf

Jun Wang, Kai Zhang, Hongyuan Zha, 2020, ArXiv.

Learning to rank with ties

Yong Yu, Hongyuan Zha, Gui-Rong Xue, 2008, SIGIR '08.

On Predictive Patent Valuation: Forecasting Patent Citations and Their Types

Xin Liu, Hongyuan Zha, Xiangfeng Wang, 2017, AAAI.

A Matrix Decomposition Perspective to Multiple Graph Matching

Hongyuan Zha, Junchi Yan, Xiaokang Yang, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Rule-based word clustering for document metadata extraction

Xiangmin Zhang, Hui Han, Hongyuan Zha, 2005, SAC '05.

Learning multiple graphs for document recommendations

Shenghuo Zhu, Hongyuan Zha, C. Lee Giles, 2008, WWW.

Exploring Query Auto-Completion and Click Logs for Contextual-Aware Web Search and Query Suggestion

Hongbo Deng, Yi Chang, Ricardo Baeza-Yates, 2017, WWW.

Spectral Clustering, Ordering and Ranking: Statistical Learning with Matrix Factorizations

Hongyuan Zha, Chris Ding, 2014 .

Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes (Extended Abstract)

Shamim Nemati, Hongyuan Zha, Hongteng Xu, 2017, 2017 IEEE 33rd International Conference on Data Engineering (ICDE).

Comments on Large Least Squares Problems Involving Kronecker Products

Hongyuan Zha, H. Zha, 1995, SIAM J. Matrix Anal. Appl..

Linear Contour Learning: A Method for Supervised Dimension Reduction

Hongyuan Zha, Bing Li, Francesca Chiaromonte, 2004, UAI.

Time is of the essence: improving recency ranking using Twitter data

Fernando Diaz, Hongyuan Zha, Jing Bai, 2010, WWW '10.

MREKLM: A fast multiple empirical kernel learning machine

Hongyuan Zha, Qi Fan, Zhe Wang, 2017, Pattern Recognit..

Improving Sampling Accuracy of Stochastic Gradient MCMC Methods via Non-uniform Subsampling of Gradients pdf

Xin Wang, Ruilin Li, Hongyuan Zha, 2020, ArXiv.

Query-level learning to rank using isotonic regression

Hongyuan Zha, Zhaohui Zheng, G. Sun, 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.

Two supervised learning approaches for name disambiguation in author citations

Cheng Li, Hui Han, Hongyuan Zha, 2004, Proceedings of the 2004 Joint ACM/IEEE Conference on Digital Libraries, 2004..

STFlow: Self-Taught Optical Flow Estimation Using Pseudo Labels

Wenhan Luo, Hongyuan Zha, Zhe Ren, 2020, IEEE Transactions on Image Processing.

Online trendy topics detection in microblogs with selective user monitoring under cost constraints

Kai Chen, Yi Zhou, Wenjun Zhang, 2015, 2015 IEEE International Conference on Communications (ICC).

Reliable Off-policy Evaluation for Reinforcement Learning pdf

Hongyuan Zha, Jie Wang, Rui Gao, 2020, ArXiv.

Inferring user image-search goals by mining query logs with semi-supervised spectral clustering

Hongyuan Zha, Weiyao Lin, Xiaokang Yang, 2012, 2012 Visual Communications and Image Processing.

Self-Paced Multi-Task Learning

Changsheng Li, Qingshan Liu, Hongyuan Zha, 2016, AAAI.

A Fast Proximal Point Method for Wasserstein Distance pdf

Hongyuan Zha, Xiangfeng Wang, Ruijia Wang, 2018, ArXiv.

Visualizing Uncertainty and Alternatives in Event Sequence Predictions

Hongyuan Zha, Donghyun Kim, Nan Cao, 2019, CHI.

Energy Usage Behavior Modeling in Energy Disaggregation via Marked Hawkes Process

Hongyuan Zha, Liangda Li, 2015, AAAI.

R1-PCA: rotational invariant L1-norm principal component analysis for robust subspace factorization

Chris H. Q. Ding, Hongyuan Zha, Xiaofeng He, 2006, ICML.

Localization algorithms for wireless sensor network systems

Xiang Ji, Hongyuan Zha, H. Zha, 2004 .

Learning object classes from image thumbnails through deep neural networks

Rui Zhang, Wenjun Zhang, Hongyuan Zha, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Utility of a Clinical Support Tool for Outpatient Evaluation of Pediatric Chest Pain

Hongyuan Zha, Mark L. Braunstein, Matthew Oster, 2012, AMIA.

Multi-task learning to rank for web search

Hongyuan Zha, Jing Bai, Zhaohui Zheng, 2012, Pattern Recognit. Lett..

Active Manifold Learning via Gershgorin Circle Guided Sample Selection

Hongyuan Zha, Hongteng Xu, Mark A. Davenport, 2015, AAAI.

Visual Anomaly Detection in Event Sequence Data

Qing Chen, Hongyuan Zha, Nan Cao, 2019, 2019 IEEE International Conference on Big Data (Big Data).

Learning to blend rankings: a monotonic transformation to blend rankings from heterogeneous domains

Hongyuan Zha, Zhaohui Zheng, Yi Chang, 2010, CIKM.

Automatic document metadata extraction using support vector machines

Edward A. Fox, Hui Han, Hongyuan Zha, 2003, 2003 Joint Conference on Digital Libraries, 2003. Proceedings..

LinkNBed: Multi-Graph Representation Learning with Entity Linkage pdf

Christos Faloutsos, Hongyuan Zha, Bunyamin Sisman, 2018, ACL.

A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering

Hongyuan Zha, Hongteng Xu, H. Xu, 2017, NIPS.

Unsupervised Learning: Self-aggregation in Scaled Principal Component Space

Chris H. Q. Ding, Hongyuan Zha, Xiaofeng He, 2002, PKDD.

Learning the Hotness of Information Diffusions with Multi-dimensional Hawkes Processes

Ya Zhang, Hongyuan Zha, Yi Wei, 2013, ADMI.

Probabilistic models for discovering e-communities

Hongyuan Zha, C. Lee Giles, Jia Li, 2006, WWW '06.

Indexing management for distributed linear hash files

Hongyuan Zha, Thomas F. Keefe, Shang-Sheng Tung, 1996, Proceedings of 7th International Conference and Workshop on Database and Expert Systems Applications: DEXA 96.

Active Sample Learning and Feature Selection: A Unified Approach pdf

Changsheng Li, Qingshan Liu, Hongyuan Zha, 2015, ArXiv.

Learning User Clicks in Web Search

Hongyuan Zha, C. Lee Giles, Jia Li, 2007, IJCAI.

On the Convergence of Graph Matching: Graduated Assignment Revisited

Yu Tian, Ya Zhang, Hongyuan Zha, 2012, ECCV.

Portfolio Choices with Orthogonal Bandit Learning

Jun Wang, Hongyuan Zha, Weiwei Shen, 2015, IJCAI.

Rule-based word clustering for text classification

Hui Han, Hongyuan Zha, C. Lee Giles, 2003, SIGIR '03.

Link Analysis: Hubs and Authorities on the World Wide Web

Chris H. Q. Ding, Hongyuan Zha, Xiaofeng He, 2004, SIAM Rev..

Entropy-based fuzzy support vector machine for imbalanced datasets

Hongyuan Zha, Dongdong Li, Qi Fan, 2017, Knowl. Based Syst..

To gather together for a better world: understanding and leveraging communities in micro-lending recommendation

Hongyuan Zha, Jaegul Choo, Daniel Lee, 2014, WWW.

Learning Sequential Correlation for User Generated Textual Content Popularity Prediction

Wei Zhang, Jun Wang, Wen Wang, 2018, IJCAI.

Hessian-Free High-Resolution Nesterov Acceleration for Sampling pdf

Ruilin Li, Hongyuan Zha, Molei Tao, 2020, ArXiv.

A Time-Topic Coupled LDA Model for IPTV User Behaviors

Ya Zhang, Hongyuan Zha, Xiao Gu, 2015, IEEE Transactions on Broadcasting.

Discrete Hyper-graph Matching. Computer Vision and Pattern Recognition

Chao Zhang, Hongyuan Zha, Junchi Yan, 2015 .

Finding the right facts in the crowd: factoid question answering over social media

Eugene Agichtein, Hongyuan Zha, Jiang Bian, 2008, WWW.

Spectral Clustering for Robust Motion Segmentation

Jin Hyeong Park, Hongyuan Zha, Rangachar Kasturi, 2004, ECCV.

Learning Deep Hidden Nonlinear Dynamics from Aggregate Data pdf

James Bailey, Bo Dai, Hongyuan Zha, 2018, UAI 2018.

Learning the Gain Values and Discount Factors of Discounted Cumulative Gains

Hongyuan Zha, Yi Chang, Gui-Rong Xue, 2014, IEEE Transactions on Knowledge and Data Engineering.

Graduated Consistency-Regularized Optimization for Multi-graph Matching

Wei Liu, Yin Li, Hongyuan Zha, 2014, ECCV.

Scalable Influence Estimation in Continuous-Time Diffusion Networks

Le Song, Hongyuan Zha, Nan Du, 2013, NIPS.

Spectral analysis of alignment in manifold learning

Hongyuan Zha, Zhenyue Zhang, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Influence Estimation and Maximization via Neural Mean-Field Dynamics pdf

Hongyuan Zha, Xiaojing Ye, Shushan He, 2021, ArXiv.

Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach

Hongyuan Zha, Junchi Yan, Qitian Wu, 2021, ICML.

Structured Diversification Emergence via Reinforced Organization Control and Hierarchical Consensus Learning

Hongyuan Zha, Xiangfeng Wang, Junjie Sheng, 2021, AAMAS.

Adaptive Incentive Design with Multi-Agent Meta-Gradient Reinforcement Learning pdf

Hongyuan Zha, Rakshit Trivedi, Tuo Zhao, 2021, AAMAS.

Self-Training with Differentiable Teacher pdf

Hongyuan Zha, Simiao Zuo, Siawpeng Er, 2021, ArXiv.

Low-rank Matrix Recovery With Unknown Correspondence pdf

Hongyuan Zha, Xiaojing Ye, Tsung-Hui Chang, 2021, UAI.

Learning Prototype-oriented Set Representations for Meta-Learning pdf

Hongyuan Zha, Minghe Zhang, Dandan Guo, 2021, ArXiv.

HMRL: Hyper-Meta Learning for Sparse Reward Reinforcement Learning Problem

Hongyuan Zha, Xiangfeng Wang, Junchi Yan, 2020, KDD.

Sqrt(d) Dimension Dependence of Langevin Monte Carlo pdf

Hongyuan Zha, Ruilin Li, Molei Tao, 2021, ArXiv.

Reinforcement Learning for Adaptive Mesh Refinement pdf

Hongyuan Zha, Tuo Zhao, Tarik Dzanic, 2021, ArXiv.

Approximating the Optimal Transport Plan via Particle-Evolving Method

Hongyuan Zha, Haodong Sun, Shu Liu, 2021 .

Learning High Dimensional Wasserstein Geodesics pdf

Hongyuan Zha, Yongxin Chen, Haomin Zhou, 2021, ArXiv.

Hawkes Processes on Graphons pdf

Hongyuan Zha, Hongteng Xu, Dixin Luo, 2021, ArXiv.

Learning Stochastic Behaviour from Aggregate Data

Hongyuan Zha, Haomin Zhou, Shu Liu, 2020, ICML.

Theoretical Study of Random Noise Defense against Query-Based Black-Box Attacks pdf

Baoyuan Wu, Hongyuan Zha, Yanbo Fan, 2021, ArXiv.

Graph-Based Tri-Attention Network for Answer Ranking in CQA

Jianyong Wang, Wei Zhang, Hongyuan Zha, 2021, AAAI.

Dealing with Non-Stationarity in Multi-Agent Reinforcement Learning via Trust Region Decomposition pdf

Hongyuan Zha, Xiangfeng Wang, Junjie Sheng, 2021, ArXiv.

Incorporating Link Prediction into Multi-Relational Item Graph Modeling for Session-Based Recommendation

Hongyuan Zha, Leyu Lin, Wei Zhang, 2021, IEEE Transactions on Knowledge and Data Engineering.

Permutation Invariant Policy Optimization for Mean-Field Multi-Agent Reinforcement Learning: A Principled Approach pdf

Hongyuan Zha, Tuo Zhao, Zhaoran Wang, 2021, ArXiv.

A Particle-Evolving Method for Approximating the Optimal Transport Plan

Hongyuan Zha, Haodong Sun, Shu Liu, 2021, GSI.

Mean Field Game GAN pdf

Hongyuan Zha, Haomin Zhou, Shaojun Ma, 2021, ArXiv.

VSB2-Net: Visual-Semantic Bi-Branch Network for Zero-Shot Hashing

Hongyuan Zha, Xiangfeng Wang, Wenjie Zhang, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Edge Rewiring Goes Neural: Boosting Network Resilience via Policy Gradient pdf

Hongyuan Zha, Kaili Ma, Baoxiang Wang, 2021, arXiv.org.

Formally biorthogonal polynomials and a look-ahead Levinson algorithm for general Teoplitz systems

Roland W. Freund, Hongyuan Zha, H. Zha, 1993 .

ImplicitQR factorization of a product of three matrices

Hongyuan Zha, H. Zha, 1991 .

A sorted partial jacobi method and its convergence analysis

Hongyuan Zha, Zhenyue Zhang, H. Zha, 1998 .

Conical dimension as an intrisic dimension estimator and its applications

Hongyuan Zha, Sebastien Michea, Xin Yang, 2007 .

Support vector clustering combined with spectral graph partitioning

Hongyuan Zha, Rangachar Kasturi, H. Zha, 2004, ICPR 2004.

Analysis of an alignment algorithm for nonlinear dimensionality reduction

Hongyuan Zha, Ren-Cang Li, Qiang Ye, 2007 .

An implicitly restarted bidiagonal Lanczos Method forLarge-scale singular value problems

Hongyuan Zha, Xiaohui Wang, 1999 .

Discrete Hypergraph Matching

Chao Zhang, Hongyuan Zha, Junchi Yan, 2015 .

A note on constructing a symmetric matrix with specified diagonal entries and eigenvalues

Hongyuan Zha, Zhenyue Zhang, 1995 .

Growth in Gaussian Elimination, Orthogonal Matrices, and the 2-Norm

Hongyuan Zha, Jesse L. Barlow, 1998 .

The singular value decompositions: theory, algorithms and applications

Hongyuan Zha, H. Zha, 1993 .

The arnoldi process, short recursions, and displacement ranks

Hongyuan Zha, Zhenyue Zhang, H. Zha, 1996 .

Improving Sampling Accuracy of Stochastic Gradient MCMC Methods via Non-uniform Subsampling of Gradients pdf

Xin Wang, Hongyuan Zha, Ruilin Li, 2020, Discrete & Continuous Dynamical Systems - S.

A Model-based K-means Algorithm for Name Disambiguation

Hui Han, Hongyuan Zha, C. Lee Giles, 2003 .

1 Gene Co-regulation vs . Co-expression

Ya Zhang, Hongyuan Zha, James Z. Wang, 2004 .

A Numerical Algorithm for Computing the Restricted Singular Value Decomposition of Matrix Triplets.

Hongyuan Zha, H. Zha, 1992 .

Computing the generalized singular values/vectors of large sparse or structured matrix pairs

Hongyuan Zha, H. Zha, 1996 .