Hanghang Tong

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

A Deep Learning Dataloader with Shared Data Preparation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Deep Active Learning by Leveraging Training Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CoNSoLe: Convex Neural Symbolic Learning.

[BibT_eX]

[DOI]

Haoran Li

Yang Weng

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Improved Algorithms for Neural Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Fair Representation Learning: An Alternative to Mutual Information.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Joint Knowledge Graph Completion and Question Answering.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

JuryGCN: Quantifying Jackknife Uncertainty on Graph Convolutional Networks.

[BibT_eX]

[DOI]

Qinghai Zhou

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Algorithmic Fairness on Graphs: Methods and Trends.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Domain Adaptation in Physical Systems via Graph Kernel.

[BibT_eX]

[DOI]

Haoran Li

Yang Weng

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Combining Code Context and Fine-grained Code Difference for Commit Message Generation.

[BibT_eX]

[DOI]

Proceedings of the Internetware 2022: 13th Asia-Pacific Symposium on Internetware, Hohhot, China, June 11, 2022

Active Heterogeneous Graph Neural Networks with Per-step Meta-Q-Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Generalized Few-Shot Node Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

An Invisible Black-Box Backdoor Attack Through Frequency Domain.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

SuGeR: A Subgraph-based Graph Convolutional Network Method for Bundle Recommendation.

[BibT_eX]

[DOI]

Zhenning Zhang

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Dissecting Cross-Layer Dependency Inference on Multi-Layered Inter-Dependent Networks.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

X-GOAL: Multiplex Heterogeneous Graph Prototypical Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

DISCO: Comprehensive and Explainable Disinformation Detection.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

ABM: Attention-based Message Passing Network for Knowledge Graph Completion.

[BibT_eX]

[DOI]

Weikai Xu

Lihui Liu

Proceedings of the IEEE International Conference on Big Data, 2022

Adaptive Knowledge Transfer on Evolving Domains.

[BibT_eX]

[DOI]

Jun Wu

Elizabeth A. Ainsworth

Proceedings of the IEEE International Conference on Big Data, 2022

A Survey of Explainable Graph Neural Networks for Cyber Malware Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

iFiG: Individually Fair Multi-view Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Comparative Reasoning for Knowledge Graph Fact Checking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

InfoFair: Information-Theoretic Intersectional Fairness.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Self-supervised Hypergraph Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

Fair Regression under Sample Selection Bias.

[BibT_eX]

[DOI]

Wei Du

Xintao Wu

Proceedings of the IEEE International Conference on Big Data, 2022

Schema-Guided Event Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the 4th Conference on Automated Knowledge Base Construction, 2022

Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Auditing the Sensitivity of Graph-based Ranking with Visual Analytics.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Graph Ranking Auditing: Problem Definition and Fast Solutions.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Shifu2: A Network Representation Learning Based Model for Advisor-Advisee Relationship Mining.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

High-Order Structure Exploration on Massive Graphs: A Local Graph Clustering Perspective.

[BibT_eX]

[DOI]

Dawei Zhou

Mehmet Yigit Yildirim

ACM Trans. Knowl. Discov. Data, 2021

Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator Prediction.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

Fast Connectivity Minimization on Large-Scale Networks.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

Nonbacktracking Eigenvalues under Node Removal: X-Centrality and Targeted Immunization.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., 2021

Incremental one-class collaborative filtering with co-evolving side networks.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2021

How to Optimize an Academic Team When the Outlier Member is Leaving?

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2021

A deep multimodal model for bug localization.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2021

Backdoor Attack through Frequency Domain.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Active Learning by Leveraging Training Dynamics.

[BibT_eX]

[DOI]

CoRR, 2021

Unsupervised Belief Representation Learning in Polarized Networks with Information-Theoretic Variational Graph Auto-Encoders.

[BibT_eX]

[DOI]

CoRR, 2021

Graph-MVP: Multi-View Prototypical Contrastive Learning for Multiplex Graphs.

[BibT_eX]

[DOI]

CoRR, 2021

MultiFair: Multi-Group Fairness in Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Hypergraph Pre-training with Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Graph Sanitation with Application to Node Classification.

[BibT_eX]

[DOI]

Zhe Xu

CoRR, 2021

Attent: Active Attributed Network Alignment.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

BRIGHT: A Bridging Algorithm for Network Alignment.

[BibT_eX]

[DOI]

Yuchen Yan

Proceedings of the WWW '21: The Web Conference 2021, 2021

Network of Tensor Time Series.

[BibT_eX]

[DOI]

Baoyu Jing

Yada Zhu

Proceedings of the WWW '21: The Web Conference 2021, 2021

HDMI: High-order Deep Multiplex Infomax.

[BibT_eX]

[DOI]

Baoyu Jing

Chanyoung Park

Proceedings of the WWW '21: The Web Conference 2021, 2021

Few-shot Network Anomaly Detection via Cross-network Meta-learning.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Unsupervised Attributed Network Embedding via Cross Fusion.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Fairness-aware Agnostic Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Event Time Extraction and Propagation via Graph Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Balancing Consistency and Disparity in Network Alignment.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Neural-Answering Logical Queries on Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

KompaRe: A Knowledge Graph Comparative Reasoning System.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

New Frontiers of Multi-Network Mining: Recent Developments and Future Trend.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Sylvester Tensor Equation for Multi-Way Association.

[BibT_eX]

[DOI]

Lihui Liu

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Individual Fairness for Graph Neural Networks: A Ranking based Approach.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

AS-GCN: Adaptive Semantic Architecture of Graph Convolutional Networks for Text-Rich Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

EventKE: Event-Enhanced Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Multiplex Graph Neural Network for Extractive Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

DESTINE: Dense Subgraph Detection on Multi-Layered Networks.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Fair Graph Mining.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Evaluating Graph Vulnerability and Robustness using TIGER.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

REFORM: Fast and Adaptive Solution for Subteam Replacement.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Dynamic Knowledge Graph Alignment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

OnionGraph: Hierarchical topology+attribute multivariate network visualization.

[BibT_eX]

[DOI]

Vis. Informatics, 2020

Eiffel: Evolutionary Flow Map for Influence Graph Visualization.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2020

Inferring Full Diffusion History from Partial Timestamps.

[BibT_eX]

[DOI]

Zhen Chen

IEEE Trans. Knowl. Data Eng., 2020

Incomplete Network Alignment: Problem Definitions and Fast Solutions.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2020

Adversarial Learning for Multi-Task Sequence Labeling With Attention Mechanism.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Enhancing supervised bug localization with metadata and stack-trace.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2020

KompaRe: A Knowledge Graph Comparative Reasoning System.

[BibT_eX]

[DOI]

CoRR, 2020

Node Immunization with Non-backtracking Eigenvalues.

[BibT_eX]

[DOI]

CoRR, 2020

Data-Driven Computational Social Science: A Survey.

[BibT_eX]

[DOI]

Big Data Res., 2020

Trading Personalization for Accuracy: Data Debugging in Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

NetTrans: Neural Cross-Network Transformation.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

InFoRM: Individual Fairness on Graph Mining.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

CooBa: Cross-project Bug Localization via Adversarial Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Heterogeneous Transfer Learning on Power Systems: A Merged Multi-Modal Gaussian Graphical Model.

[BibT_eX]

[DOI]

Haoran Li

Yang Weng

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Network Alignment: Recent Advances and Future Directions.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Few-shot Insider Threat Detection.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Bringing Order to Network Embedding: A Relative Ranking based Approach.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

A View-Adversarial Framework for Multi-View Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Ranking on Network of Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

CANON: Complex Analytics of Network of Networks for Modeling Adversarial Activities.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Dual-regularized one-class collaborative filtering with implicit feedback.

[BibT_eX]

[DOI]

Boleslaw K. Szymanski

Jian Lu

World Wide Web, 2019

Attributed Network Alignment: Problem Definitions and Fast Solutions.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Location Prediction for Tweets.

[BibT_eX]

[DOI]

Frontiers Big Data, 2019

EcoLens: Visual Analysis of Urban Region Dynamics Using Traffic Data.

[BibT_eX]

[DOI]

CoRR, 2019

From Brain Imaging to Graph Analysis: a study on ADNI's patient cohort.

[BibT_eX]

[DOI]

CoRR, 2019

A Brief Review of Network Embedding.

[BibT_eX]

[DOI]

Big Data Min. Anal., 2019

Multilevel Network Alignment.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Spiral of Silence in Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

PC-Fairness: A Unified Framework for Measuring Causality-based Fairness.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Robust Principal Component Analysis with Adaptive Neighbors.

[BibT_eX]

[DOI]

Rui Zhang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Task-Adversarial Co-Generative Nets.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Deep Multi-Task Learning with Adversarial-and-Cooperative Nets.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Commit Message Generation for Source Code Changes.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

ADMIRING: Adversarial Multi-network Mining.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Robust Embedded Deep K-means Clustering.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Adaptive Feature Redundancy Minimization.

[BibT_eX]

[DOI]

Rui Zhang

Yifan Hu

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Discerning Edge Influence for Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

N2N: Network Derivative Mining.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

MrMine: Multi-resolution Multi-network Embedding.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Towards Real Time Team Optimization.

[BibT_eX]

[DOI]

Qinghai Zhou

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

ORIGIN: Non-Rigid Network Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

G-Finder: Approximate Attributed Subgraph Matching.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

NetDyna: Mining Networked Coevolving Time Series with Missing Values.

[BibT_eX]

[DOI]

Hairi

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Hashtag Recommendation for Photo Sharing Services.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

An Integral Tag Recommendation Model for Textual Content.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Mobile Data Mining

[BibT_eX]

[DOI]

Yuan Yao

Xing Su

Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-02100-9, 2018

Subgraph Extraction for Trust Inference in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Visual Analysis of Brain Networks Using Sparse Regression Models.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2018

Visualizing Research Impact through Citation Data.

[BibT_eX]

[DOI]

ACM Trans. Interact. Intell. Syst., 2018

Guiding supervised topic modeling for content based tag recommendation.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Local Partition in Rich Graphs.

[BibT_eX]

[DOI]

CoRR, 2018

AURORA: Auditing PageRank on Large Graphs.

[BibT_eX]

[DOI]

CoRR, 2018

GTA3 2018: Workshop on Graph Techniques for Adversarial Activity Analytics.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Network Science of Teams: Characterization, Prediction, and Optimization.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Multi-Layered Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Extra: explaining team recommendation in networks.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Team Expansion in Collaborative Environments.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

FASTEN: Fast Sylvester Equation Solver for Graph Mining.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Network Connectivity Optimization: Fundamental Limits and Effective Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Bug Localization via Supervised Topic Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Graph Convolutional Networks: Algorithms, Applications and Open Challenges.

[BibT_eX]

[DOI]

Proceedings of the Computational Data and Social Networks - 7th International Conference, 2018

Towards Explainable Networked Prediction.

[BibT_eX]

[DOI]

Huan Liu

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

X-Rank: Explainable Ranking in Complex Multi-Layered Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

AURORA: Auditing PageRank on Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Local Partition in Rich Graphs.

[BibT_eX]

[DOI]

Scott Freitas

Nan Cao

Yinglong Xia

Duen Horng (Polo) Chau

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Realtime Robustification of Interdependent Networks under Cascading Attacks.

[BibT_eX]

[DOI]

Zhen Chen

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Blockwise Human Brain Network Visual Comparison Using NodeTrix Representation.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2017

Fast and Flexible Top-k Similarity Search on Large Networks.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

Version-Aware Rating Prediction for Mobile App Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

Scalable Algorithms for CQA Post Voting Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

RaPare: A Generic Strategy for Cold-Start Rating Prediction Problem.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Enhancing Team Composition in Professional Networks: Problem Definitions and Fast Solutions.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Towards Optimal Connectivity on Multi-Layered Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Cross-Dependency Inference in Multi-Layered Networks: A Collaborative Filtering Perspective.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2017

Guest Editorial: Big Scholar Data Discovery and Collaboration.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2017

On the Measurement and Prediction of Web Content Utility: A Review.

[BibT_eX]

[DOI]

SIGKDD Explor., 2017

On the eigen-functions of dynamic graphs: Fast tracking and attribution algorithms.

[BibT_eX]

[DOI]

Chen Chen

Stat. Anal. Data Min., 2017

Special focus on natural language processing and social computing.

[BibT_eX]

[DOI]

Jie Tang

Michalis Vazirgiannis

Sci. China Inf. Sci., 2017

Shifu: Deep Learning Based Advisor-advisee Relationship Mining in Scholarly Big Data.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

NEMO: Next Career Move Prediction with Contextual Embedding.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Visual Graph Query Construction and Refinement.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

HiDDen: Hierarchical Dense Subgraph Detection with Application to Financial Fraud Detection.

[BibT_eX]

[DOI]

Dawei Zhou

Mehmet Yigit Yildirim

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

User-guided Cross-domain Sentiment Classification.

[BibT_eX]

[DOI]

Arun Reddy Nelakurthi

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

A Local Algorithm for Structure-Preserving Graph Cut.

[BibT_eX]

[DOI]

Dawei Zhou

Mehmet Yigit Yildirim

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

HoORaYs: High-order Optimization of Rating Distance for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Is the Whole Greater Than the Sum of Its Parts?

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

FIRST: Fast Interactive Attributed Subgraph Matching.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

iNEAT: Incomplete Network Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Inside the Atoms: Mining a Network of Networks and Beyond.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Uncovering Teamwork in Networks - Prediction, Optimization and Explanation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Automatic Navbox Generation by Interpretable Clustering over Linked Entities.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Rapid Analysis of Network Connectivity.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

iSphere: Focus+Context Sphere Visualization for Interactive Large Graph Exploration.

[BibT_eX]

[DOI]

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

Personalized travel mode detection with smartphone sensors.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

VariFunNet, an integrated multiscale modeling framework to study the effects of rare non-coding variants in genome-wide association studies: Applied to Alzheimer's disease.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

Node Immunization on Large Graphs: Theory and Algorithms.

[BibT_eX]

[DOI]

Chen Chen

Charalampos E. Tsourakakis

B. Aditya Prakash

Tina Eliassi-Rad

Duen Horng Chau

IEEE Trans. Knowl. Data Eng., 2016

Guest Editorial: Special Issue on Connected Health at Big Data Era (BigChat): A TKDD Special Issue.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2016

Eigen-Optimization on Large Graphs by Edge Manipulation.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2016

Online Travel Mode Identification Using Smartphones With Battery Saving Considerations.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2016

Guest Editorial: Special Issue on Big Scholar Data Discovery and Collaboration (Continued).

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2016

Large-Scale Off-Target Identification Using Fast and Accurate Dual Regularized One-Class Collaborative Filtering and Its Application to Drug Repurposing.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2016

Disease gene prioritization by integrating tissue-specific molecular networks using a robust multi-network model.

[BibT_eX]

[DOI]

BMC Bioinform., 2016

Preface.

[BibT_eX]

[DOI]

Jian Pei

Guoliang Li

Big Data Res., 2016

iPath: Forecasting the Pathway to Impact.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

FINAL: Fast Attributed Network Alignment.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

QUINT: On Query-Specific Optimal Networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

FASCINATE: Fast Cross-Layer Dependency Inference on Multi-layered Networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

TOPIC: Toward perfect Influence Graph Summarization.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Network based models and path based features for gene prioritization.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Computer Supported Cooperative Work in Design, 2016

Tag2Word: Using Tags to Generate Words for Content Based Tag Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

BigNet 2016: First Workshop on Big Network Analytics.

[BibT_eX]

[DOI]

Michalis Vazirgiannis

Yang Yang

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

ACM DAVA'16: 2nd International Workshop on DAta mining meets Visual Analytics at Big Data Era.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

TEAMOPT: Interactive Team Optimization in Big Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

VISAGE: Interactive Visual Graph Querying.

[BibT_eX]

[DOI]

Proceedings of the International Working Conference on Advanced Visual Interfaces, 2016

2015

VEGAS: Visual influEnce GrAph Summarization on Citation Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Detecting high-quality posts in community question answering sites.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Robust bilinear factorization with missing and grossly corrupted observations.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Graph based anomaly detection and description: a survey.

[BibT_eX]

[DOI]

Leman Akoglu

Danai Koutra

Data Min. Knowl. Discov., 2015

Replacing the Irreplaceable: Fast Algorithms for Team Member Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web, 2015

Mobile Crowd Assisted Navigation for the Visually Impaired.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Supervised Link Prediction Using Random Walks.

[BibT_eX]

[DOI]

Proceedings of the Social Media Processing - 4th National Conference, 2015

Cheetah: Fast Graph Kernel Tracking on Dynamic Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

MET: A Fast Algorithm for Minimizing Propagation in Large Graphs with Small Eigen-Gaps.

[BibT_eX]

[DOI]

Long T. Le

Tina Eliassi-Rad

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Fast Eigen-Functions Tracking on Dynamic Graphs.

[BibT_eX]

[DOI]

Chen Chen

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Fast Mining of a Network of Coevolving Time Series.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Panther: Fast Top-k Similarity Search on Large Networks.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Flexible and Robust Multi-Network Clustering.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

The Child is Father of the Man: Foresee the Success at the Early Stage.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Facets: Fast Comprehensive Mining of Coevolving High-order Time Series.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Interactive Querying over Large Network Data: Scalability, Visualization, and Interaction Design.

[BibT_eX]

[DOI]

Duen Horng (Polo) Chau

Proceedings of the 20th International Conference on Intelligent User Interfaces Companion, 2015

Ice-Breaking: Mitigating Cold-Start Recommendation Problem by Rating Comparison.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

BrainQuest: Perception-Guided Brain Network Comparison.

[BibT_eX]

[DOI]

Lei Shi

Xinzhu Mu

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Robust Multi-Network Clustering via Joint Cross-Domain Cluster Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

On the Connectivity of Multi-layered Networks: Models, Measures and Optimal Control.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

An Integrated Tag Recommendation Algorithm Towards Weibo User Profiling.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2015

g-Miner: Interactive Visual Group Mining on Multivariate Graphs.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

Full diffusion history reconstruction in networks.

[BibT_eX]

[DOI]

Zhen Chen

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Robust network construction against intentional attacks.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Big Data and Smart Computing, 2015

Towards Topic Following in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Subgraph Extraction for Trust Inference in Social Networks.

[BibT_eX]

[DOI]

Encyclopedia of Social Network Analysis and Mining, 2014

Multi-Aspect + Transitivity + Bias: An Integral Trust Inference Model.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

The Links Have It: Infobox Generation by Summarization over Linked Entities.

[BibT_eX]

[DOI]

CoRR, 2014

Structured Low-Rank Matrix Factorization with Missing and Grossly Corrupted Observations.

[BibT_eX]

[DOI]

CoRR, 2014

Query complex graph patterns: tools and applications.

[BibT_eX]

[DOI]

Proceedings of the 23rd International World Wide Web Conference, 2014

User churn in focused question answering sites: characterizations and prediction.

[BibT_eX]

[DOI]

Jagat Sastry Pudipeddi

Leman Akoglu

Proceedings of the 23rd International World Wide Web Conference, 2014

1st workshop on diffusion networks and cascade analytics.

[BibT_eX]

[DOI]

Peng Cui

Fei Wang

Manuel Gomez-Rodriguez

Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Factor Matrix Trace Norm Minimization for Low-Rank Tensor Completion.

[BibT_eX]

[DOI]

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Make It or Break It: Manipulating Robustness in Large Networks.

[BibT_eX]

[DOI]

Hau Chan

Leman Akoglu

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Predicting long-term impact of CQA posts: a comprehensive viewpoint.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Inside the atoms: ranking on a network of networks.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Flow-Based Influence Graph Visual Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

WiiCluster: a Platform for Wikipedia Infobox Generation.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Dual-Regularized One-Class Collaborative Filtering.

[BibT_eX]

[DOI]

Boleslaw K. Szymanski

Jian Lu

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Accelerometer-based Activity Recognition on Smartphone.

[BibT_eX]

[DOI]

Xing Su

Ping Ji

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

MAGE: Matching approximate patterns in richly-attributed graphs.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Joint voting prediction for questions and answers in CQA.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

Hierarchical Focus+Context Heterogeneous Network Visualization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Pacific Visualization Symposium, 2014

Big Data Classification.

[BibT_eX]

[DOI]

José Fernando Rodrigues Jr.

Proceedings of the Data Classification: Algorithms and Applications, 2014

2013

Large Graph Analysis in the GMine System.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Pairwise trust inference by subgraph extraction.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2013

Semi-supervised learning with nuclear norm regularization.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Want a Good Answer? Ask a Good Question First!

[BibT_eX]

[DOI]

CoRR, 2013

SelfTrust: leveraging self-assessment for trust inference in Internetware.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2013

MATRI: a multi-aspect and transitive trust inference model.

[BibT_eX]

[DOI]

Proceedings of the 22nd International World Wide Web Conference, 2013

Mining Connection Pathways for Marked Nodes in Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Fractional Immunization in Networks.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Demonstrating Interactive Multi-resolution Large Graph Exploration.

[BibT_eX]

[DOI]

Duen Horng (Polo) Chau

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

BIG-ALIGN: Fast Bipartite Graph Alignment.

[BibT_eX]

[DOI]

Danai Koutra

David M. Lubensky

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Big Data Clustering.

[BibT_eX]

U Kang

Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012

gbase: an efficient analysis platform for large graphs.

[BibT_eX]

[DOI]

VLDB J., 2012

Non-negative residual matrix factorization: problem definition, fast solutions, and applications.

[BibT_eX]

[DOI]

Ching-Yung Lin

Stat. Anal. Data Min., 2012

Social Network Analysis in Enterprise.

[BibT_eX]

[DOI]

Vicky Griffiths-Fisher

Lei Shi

David M. Lubensky

Proc. IEEE, 2012

Gateway finder in large graphs: problem definitions and fast solutions.

[BibT_eX]

[DOI]

Inf. Retr., 2012

An effective framework for characterizing rare categories.

[BibT_eX]

[DOI]

Jaime G. Carbonell

Frontiers Comput. Sci., 2012

Guest editorial: special issue on data mining technologies for computational social science.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2012

MaTrust: An Effective Multi-Aspect Trust Inference Model

[BibT_eX]

[DOI]

CoRR, 2012

Fast Random Walk Graph Kernel.

[BibT_eX]

[DOI]

U Kang

Jimeng Sun

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Which Topic Will You Follow?

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

GenDeR: A Generic Diversified Ranking Algorithm.

[BibT_eX]

[DOI]

Qiaozhu Mei

Boleslaw K. Szymanski

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

SympGraph: a framework for mining clinical notes through symptom relation graphs.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

RolX: structural role extraction & mining in large graphs.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

TourViz: interactive visualization of connection pathways in large graphs.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Overlapping Clustering with Sparseness Constraints.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Gelling, and melting, large graphs by edge manipulation.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Fast and reliable anomaly detection in categorical data.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Subgraph Extraction for Trust Inference in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

Interactively and Visually Exploring Tours of Marked Nodes in Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011

Information spreading in context.

[BibT_eX]

[DOI]

Albert-László Barabási

Proceedings of the 20th International Conference on World Wide Web, 2011

Recommending People in Developers' Collaboration Network.

[BibT_eX]

[DOI]

Proceedings of the 18th Working Conference on Reverse Engineering, 2011

Non-Negative Residual Matrix Factorization with Application to Graph Anomaly Detection.

[BibT_eX]

[DOI]

Ching-Yung Lin

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Centralities in Large Networks: Algorithms and Observations.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping Point.

[BibT_eX]

[DOI]

Proceedings of the NETWORKING 2011, 2011

Diversified ranking on large graphs: an optimization viewpoint.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

GBASE: a scalable and general graph management system.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

It's who you know: graph mining using recursive structural features.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Towards Evolutionary Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Fei Wang

Ching-Yung Lin

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

BASSET: Scalable Gateway Finder in Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Metric forensics: a multi-level approach for mining volatile graphs.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

On the Vulnerability of Large Graphs.

[BibT_eX]

[DOI]

Charalampos E. Tsourakakis

B. Aditya Prakash

Tina Eliassi-Rad

Duen Horng Chau

Proceedings of the ICDM 2010, 2010

Rare Category Characterization.

[BibT_eX]

[DOI]

Jaime G. Carbonell

Proceedings of the ICDM 2010, 2010

Proximity Tracking on Dynamic Bipartite Graphs: Problem Definitions and Fast Solutions.

[BibT_eX]

[DOI]

Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010

2009

Direction-Aware Proximity on Graphs.

[BibT_eX]

[DOI]

Yehuda Koren

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

TANGENT: a novel, 'Surprise me', recommendation algorithm.

[BibT_eX]

[DOI]

Kensuke Onuma

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

iPoG: fast interactive proximity querying on graphs.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Fast Monitoring Proximity and Centrality on Time-evolving Bipartite Graphs.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2008

Random walk with restart: fast solutions and applications.

[BibT_eX]

[DOI]

Jia-Yu Pan

Knowl. Inf. Syst., 2008

Proximity Tracking on Time-Evolving Bipartite Graphs.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

Colibri: fast mining of large static and dynamic graphs.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Using ghost edges for classification in sparsely labeled networks.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Measuring Proximity on Graphs with Side Information.

[BibT_eX]

[DOI]

Huiming Qu

Hani Jamjoom

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

GRAPHITE: A Visual Query System for Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Fast mining of complex time-stamped events.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007

Fast direction-aware proximity for graph mining.

[BibT_eX]

[DOI]

José Fernando Rodrigues Jr.

Yehuda Koren

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Fast best-effort pattern matching in large attributed graphs.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

2006

Generalized Manifold-Ranking-Based Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2006

Manifold-Ranking-Based Keyword Propagation for Image Retrieval.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2006

GMine: A System for Scalable, Interactive Graph Visualization and Mining.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Center-piece subgraphs: problem definition and fast solutions.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Fast Random Walk with Restart and Its Applications.

[BibT_eX]

[DOI]