Hongyuan Zha
Orcid: 0000-0001-7493-0911Affiliations:
- The Chinese University of Hong Kong, Shenzhen, China
- Georgia Institute of Technology, Atlanta, GA, USA (former)
- Penn State, University Park, USA (former)
According to our database1,
Hongyuan Zha
authored at least 401 papers
between 1993 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Knowl. Data Eng., November, 2024
A Transformative Topological Representation for Link Modeling, Prediction and Cross-Domain Network Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2024
IEEE Trans. Neural Networks Learn. Syst., February, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Beyond Point Prediction: Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Distribution Alignment Optimization through Neural Collapse for Long-tailed Classification.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Neural Networks Learn. Syst., April, 2023
Incorporating Link Prediction into Multi-Relational Item Graph Modeling for Session-Based Recommendation.
IEEE Trans. Knowl. Data Eng., March, 2023
Trans. Mach. Learn. Res., 2023
The Characteristic Analysis of ESDD and NSDD Detection of Composite Insulators Based on Hyperspectral Technology.
IEEE Trans. Instrum. Meas., 2023
F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning.
J. Mach. Learn. Res., 2023
Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym.
CoRR, 2023
Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process with Uncertainty Quantification.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Estimating Latent Population Flows from Aggregated Data via Inversing Multi-Marginal Optimal Transport.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
Neural Polarizer: A Lightweight and Effective Backdoor Defense via Purifying Poisoned Features.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
SMURF-THP: Score Matching-based UnceRtainty quantiFication for Transformer Hawkes Process.
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
Interpretable Anomaly Detection in Event Sequences via Sequence Matching and Visual Comparison.
IEEE Trans. Vis. Comput. Graph., 2022
Learning from Substitutable and Complementary Relations for Graph-based Sequential Product Recommendation.
ACM Trans. Inf. Syst., 2022
Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model.
IEEE Trans. Knowl. Data Eng., 2022
IEEE Trans. Knowl. Data Eng., 2022
Structured Cooperative Reinforcement Learning With Time-Varying Composite Action Space.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Inf. Sci., 2022
Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning.
CoRR, 2022
Auton. Agents Multi Agent Syst., 2022
Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
Structural Landmarking and Interaction Modelling: A "SLIM" Network for Graph Classification.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
CoRR, 2021
Permutation Invariant Policy Optimization for Mean-Field Multi-Agent Reinforcement Learning: A Principled Approach.
CoRR, 2021
CoRR, 2021
Dealing with Non-Stationarity in Multi-Agent Reinforcement Learning via Trust Region Decomposition.
CoRR, 2021
Structured Diversification Emergence via Reinforced Organization Control and Hierarchical Consensus Learning.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the Geometric Science of Information - 5th International Conference, 2021
Structured Diversification Emergence via Reinforced Organization Control and Hierachical Consensus Learning.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Knowl. Data Eng., 2020
IEEE Trans. Image Process., 2020
Unsupervised learning of optical flow with patch consistency and occlusion estimation.
Pattern Recognit., 2020
Structural Landmarking and Interaction Modelling: on Resolution Dilemmas in Graph Classification.
CoRR, 2020
Improving Sampling Accuracy of Stochastic Gradient MCMC Methods via Non-uniform Subsampling of Gradients.
CoRR, 2020
Statistical Guarantees of Generative Adversarial Networks for Distribution Estimation.
CoRR, 2020
Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Group-Aware Long- and Short-Term Graph Representation Learning for Sequential Group Recommendation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
AutoMix: Mixup Networks for Sample Interpolation via Cooperative Barycenter Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Database Systems for Advanced Applications, 2020
Integrating Independent and Centralized Multi-agent Reinforcement Learning for Traffic Signal Network Optimization.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
Learning Long- and Short-Term User Literal-Preference with Multimodal Hierarchical Transformer Network for Personalized Image Caption.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Vis. Comput. Graph., 2019
ACM Trans. Inf. Syst., 2019
Learning Time Series Associated Event Sequences With Recurrent Point Process Networks.
IEEE Trans. Neural Networks Learn. Syst., 2019
IEEE Trans. Pattern Anal. Mach. Intell., 2019
Stein Bridging: Enabling Mutual Reinforcement between Explicit and Implicit Generative Models.
CoRR, 2019
Reinforcement Learning with Policy Mixture Model for Temporal Point Processes Clustering.
CoRR, 2019
IEEE Access, 2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Personalized Fashion Recommendation with Visual Explanations based on Multimodal Attention Network: Towards Visually Explainable Recommendation.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Proceedings of the Geometric Science of Information - 4th International Conference, 2019
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
IEEE Trans. Vis. Comput. Graph., 2018
IEEE Trans. Neural Networks Learn. Syst., 2018
IEEE Trans. Neural Networks Learn. Syst., 2018
ACM Trans. Intell. Syst. Technol., 2018
Networks Heterog. Media, 2018
Neurocomputing, 2018
Publication Popularity Modeling via Adversarial Learning of Profile-Specific Dynamic Process.
IEEE Access, 2018
User-guided Hierarchical Attention Network for Multi-modal Social Image Popularity Prediction.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Supervised Reinforcement Learning with Recurrent Neural Network for Dynamic Treatment Recommendation.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Learning Sequential Correlation for User Generated Textual Content Popularity Prediction.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Discrete Interventions in Hawkes Processes with Applications in Invasive Species Management.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the Database Systems for Advanced Applications, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Cost-Effective Online Trending Topic Detection and Popularity Prediction in Microblogging.
ACM Trans. Inf. Syst., 2017
Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes.
IEEE Trans. Knowl. Data Eng., 2017
Knowl. Based Syst., 2017
COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Evolution.
J. Mach. Learn. Res., 2017
Scalable Influence Maximization for Multiple Products in Continuous-Time Diffusion Networks.
J. Mach. Learn. Res., 2017
CoRR, 2017
CoRR, 2017
Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks.
CoRR, 2017
Artif. Intell., 2017
Exploring Query Auto-Completion and Click Logs for Contextual-Aware Web Search and Query Suggestion.
Proceedings of the 26th International Conference on World Wide Web, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 20th ACM International Conference on Modelling, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes (Extended Abstract).
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Learning Mixtures of Markov Chains from Aggregate Data with Structural Constraints (Extended Abstract).
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017
Glioma grading based on 3D multimodal convolutional neural network and privileged learning.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Boosting Alzheimer diagnosis accuracy with the help of incomplete privileged information.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
ACM Trans. Inf. Syst., 2016
IEEE Trans. Knowl. Data Eng., 2016
IEEE Trans. Cybern., 2016
Multi-Graph Matching via Affinity Optimization with Graduated Consistency Regularization.
IEEE Trans. Pattern Anal. Mach. Intell., 2016
ICU Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes.
CoRR, 2016
Joint Prediction of Rating and Popularity for Cold-Start Item by Sentinel User Selection.
IEEE Access, 2016
Proceedings of the 25th International Conference on World Wide Web, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016
Modeling Contagious Merger and Acquisition via Point Processes with a Profile Regression Prior.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Household Structure Analysis via Hawkes Processes for Enhancing Energy Disaggregation.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Parallel Randomized Block Coordinate Descent for Neural Probabilistic Language Model with High-Dimensional Output Targets.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016
2015
Consistency-Driven Alternating Optimization for Multigraph Matching: A Unified Approach.
IEEE Trans. Image Process., 2015
A General Multi-Graph Matching Approach via Graduated Consistency-regularized Boosting.
CoRR, 2015
A Continuous-time Mutually-Exciting Point Process Framework for Prioritizing Events in Social Media.
CoRR, 2015
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Online trendy topics detection in microblogs with selective user monitoring under cost constraints.
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Back to the Past: Source Identification in Diffusion Networks from Partially Observed Cascades.
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
IEEE Trans. Knowl. Data Eng., 2014
IEEE Trans. Circuits Syst. Video Technol., 2014
You Are What You Watch and When You Watch: Inferring Household Structures From IPTV Viewing Data.
IEEE Trans. Broadcast., 2014
To gather together for a better world: understanding and leveraging communities in micro-lending recommendation.
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the Second International Symposium of Chinese CHI, 2014
Learning Parametric Models for Social Infectivity in Multi-Dimensional Hawkes Processes.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
IEEE Trans. Knowl. Data Eng., 2013
ACM Trans. Intell. Syst. Technol., 2013
Cost-effective node monitoring for online hot eventdetection in sina weibo microblogging.
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the IJCAI 2013, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2013
Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
Learning the Hotness of Information Diffusions with Multi-dimensional Hawkes Processes.
Proceedings of the Agents and Data Mining Interaction - 9th International Workshop, 2013
2012
ACM Trans. Intell. Syst. Technol., 2012
ACM Trans. Intell. Syst. Technol., 2012
IEEE Trans. Image Process., 2012
Inducible regularization for low-rank matrix factorizations for collaborative filtering.
Neurocomputing, 2012
Supervised Laplacian Eigenmaps with Applications in Clinical Diagnostics for Pediatric Cardiology
CoRR, 2012
Inferring user image-search goals by mining query logs with semi-supervised spectral clustering.
Proceedings of the 2012 Visual Communications and Image Processing, 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Utility of a Clinical Support Tool for Outpatient Evaluation of Pediatric Chest Pain.
Proceedings of the AMIA 2012, 2012
Dimensionality Reduction and Topic Modeling: From Latent Semantic Indexing to Latent Dirichlet Allocation and Beyond.
Proceedings of the Mining Text Data, 2012
2011
Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Eng. Comput., 2011
Proceedings of the 20th International Conference on World Wide Web, 2011
Proceedings of the 20th International Conference on World Wide Web, 2011
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Collaborative competitive filtering: learning recommender using context of user choice.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
2010
Proceedings of the 19th International Conference on World Wide Web, 2010
Ranking specialization for web search: a divide-and-conquer approach by using topical RankSVM.
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010
Proceedings of the UAI 2010, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Learning to blend rankings: a monotonic transformation to blend rankings from heterogeneous domains.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
2009
The Social Future of Web Search: Modeling, Exploiting, and Searching Collaboratively Generated Content.
IEEE Data Eng. Bull., 2009
Proceedings of the 18th International Conference on World Wide Web, 2009
Enhancing diversity, coverage and balance for summarization through structure learning.
Proceedings of the 18th International Conference on World Wide Web, 2009
Learning to recognize reliable users and content in social media with coupled mutual reinforcement.
Proceedings of the 18th International Conference on World Wide Web, 2009
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009
Proceedings of the Advances in Multimedia Information Processing, 2009
Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Learning distance metric for regression by semidefinite programming with application to human age estimation.
Proceedings of the 17th International Conference on Multimedia 2009, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
2008
Proceedings of the 17th International Conference on World Wide Web, 2008
Proceedings of the 17th International Conference on World Wide Web, 2008
Proceedings of the 17th International Conference on World Wide Web, 2008
Consistent computation of first- and second-order differential quantities for surface meshes.
Proceedings of the 2008 ACM Symposium on Solid and Physical Modeling, 2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 46th Annual Allerton Conference on Communication, 2008
Proceedings of the AIRWeb 2008, 2008
2007
A regression framework for learning ranking functions using relative relevance judgments.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the 2007 Summer Computer Simulation Conference, 2007
Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007
A General Boosting Method and its Application to Learning Ranking Functions for Web Search.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Proceedings of the Computational Science, 2007
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007
Distance Preserving Dimension Reduction Using the QR Factorization or the Cholesky Factorization.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
2006
Expert Syst. Appl., 2006
EURASIP J. Adv. Signal Process., 2006
Two-way Poisson mixture models for simultaneous document classification and word clustering.
Comput. Stat. Data Anal., 2006
Comput. Stat. Data Anal., 2006
Proceedings of the 15th international conference on World Wide Web, 2006
Incorporating query difference for learning retrieval functions in information retrieval.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006
Proceedings of the Machine Learning, 2006
<i>R</i><sub>1</sub>-PCA: rotational invariant <i>L</i><sub>1</sub>-norm principal component analysis for robust subspace factorization.
Proceedings of the Machine Learning, 2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
Incorporating query difference for learning retrieval functions in world wide web search.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
2005
A hierarchical naive Bayes mixture model for name disambiguation in author citations.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2005
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005
Proceedings of the Machine Learning, 2005
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005
2004
SIGKDD Explor., 2004
Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment.
SIAM J. Sci. Comput., 2004
Low-Rank Approximations with Sparse Factors II: Penalized Methods with Discrete Newton-Like Iterations.
SIAM J. Matrix Anal. Appl., 2004
Proceedings of the UAI '04, 2004
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Dynamic cluster structure for object detection and tracking in wireless ad-hoc sensor networks.
Proceedings of IEEE International Conference on Communications, 2004
Proceedings of the Computer Vision, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Proceedings of the CEAS 2004, 2004
2003
Domain-independent text segmentation using anisotropic diffusion and dynamic programming.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003
Multidimensional scaling based sensor positioning algorithms in wireless sensor networks.
Proceedings of the 1st International Conference on Embedded Networked Sensor Systems, 2003
Proceedings of the Thirteenth International Work Shop on Research Issues in Data Engineering: Multi-lingual Information Management, 2003
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003
Proceedings of the ACM/IEEE 2003 Joint Conference on Digital Libraries (JCDL 2003), 2003
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003
Proceedings of the 12th International Conference on Computer Communications and Networks, 2003
2002
SIAM J. Matrix Anal. Appl., 2002
Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment
CoRR, 2002
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002
Generic summarization and keyphrase extraction using mutual reinforcement principle and sentence clustering.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002
Simultaneous Classification and Feature Clustering Using Discriminant Vector Quantization with Applications to Microarray Data Analysis.
Proceedings of the 1st IEEE Computer Society Bioinformatics Conference, 2002
2001
Structure and Perturbation Analysis of Truncated SVDs for Column-Partitioned Matrices.
SIAM J. Matrix Anal. Appl., 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
A spectral method to separate disconnected and nearly-disconnected web graph components.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001
2000
Low-Rank Matrix Approximation Using the Lanczos Bidiagonalization Process with Applications.
SIAM J. Sci. Comput., 2000
Matrices with Low-Rank-Plus-Shift Structure: Partial SVD and Latent Semantic Indexing.
SIAM J. Matrix Anal. Appl., 2000
1999
1998
SIAM J. Matrix Anal. Appl., July, 1998
SIAM J. Matrix Anal. Appl., April, 1998
Proceedings of the Solving Irregularly Structured Problems in Parallel, 1998
1996
Signal Process., 1996
Proceedings of the Seventh International Workshop on Database and Expert Systems Applications, 1996
1995
SIAM J. Matrix Anal. Appl., 1995
1993
A New Preprocessing Algorithm for the Computation of the Generalized Singular Value Decomposition.
SIAM J. Sci. Comput., 1993
An efficient Total Least Squares algorithm based on a rank-revealing two-sided orthogonal decomposition.
Numer. Algorithms, 1993
Proceedings of the Computational Statistics., 1993