Jie Yin

CoRR, May, 2025

Multi-Granular Attention based Heterogeneous Hypergraph Neural Network.

[BibT_eX]

[DOI]

CoRR, May, 2025

Quasi-framelets: robust graph neural networks via adaptive framelet convolution.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., February, 2025

FS-GNN: Improving Fairness in Graph Neural Networks via Joint Sparsification.

[BibT_eX]

[DOI]

Neurocomputing, 2025

2024

SPZ: A Semantic Perturbation-based Data Augmentation Method with Zonal-Mixing for Alzheimer's Disease Detection.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

LADDER: Latent boundary-guided adversarial training.

[BibT_eX]

[DOI]

Mach. Learn., October, 2023

Link Prediction with Contextualized Self-Supervision.

[BibT_eX]

[DOI]

Daokun Zhang

Philip S. Yu

IEEE Trans. Knowl. Data Eng., July, 2023

Informative pseudo-labeling for graph neural networks with few labels.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2023

Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Latent Boundary-guided Adversarial Training.

[BibT_eX]

[DOI]

CoRR, 2022

Quasi-Framelets: Another Improvement to GraphNeural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Edge but not Least: Cross-View Graph Pooling.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Towards Deepening Graph Neural Networks: A GNTK-based Optimization Perspective.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment.

[BibT_eX]

[DOI]

Qijie Ding

Daokun Zhang

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

SEAL: Semisupervised Adversarial Active Learning on Attributed Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Search Efficient Binary Network Embedding.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

Unified Robust Training for Graph NeuralNetworks against Label Noise.

[BibT_eX]

[DOI]

CoRR, 2021

Wide Graph Neural Networks: Aggregation Provably Leads to Exponentially Trainability Loss.

[BibT_eX]

[DOI]

CoRR, 2021

Human-Understandable Decision Making for Visual Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Unified Robust Training for Graph Neural Networks Against Label Noise.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

2020

SMINT: Toward Interpretable and Robust Model Sharing for Deep Neural Networks.

[BibT_eX]

[DOI]

ACM Trans. Web, 2020

Sequence Classification Restricted Boltzmann Machines With Gated Units.

[BibT_eX]

[DOI]

Son N. Tran

Artur S. d'Avila Garcez

IEEE Trans. Neural Networks Learn. Syst., 2020

Network Representation Learning: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2020

2019

Data Subset Selection With Imperfect Multiple Labels.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Introduction to the Special Issue on AI for Disaster Management and Resilience.

[BibT_eX]

[DOI]

Yu-Ru Lin

Carlos Castillo

IEEE Intell. Syst., 2019

Attributed network embedding via subspace discovery.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2019

Semi-supervised Adversarial Active Learning on Attributed Graphs.

[BibT_eX]

[DOI]

CoRR, 2019

Latent Adversarial Defence with Boundary-guided Generation.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Predicting adverse drug reactions of combined medication from heterogeneous pharmacologic databases.

[BibT_eX]

[DOI]

BMC Bioinform., 2018

Sharing Deep Neural Network Models with Interpretation.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

The 5th International Workshop on Social Web for Disaster Management(SWDM'18): Collective Sensing, Trust, and Resilience in Global Crises.

[BibT_eX]

[DOI]

Yu-Ru Lin

Carlos Castillo

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

MetaGraph2Vec: Complex Semantic Path Augmented Heterogeneous Network Embedding.

[BibT_eX]

[DOI]

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

Human Identification via Unsupervised Feature Learning from UWB Radar Data.

[BibT_eX]

[DOI]

Son N. Tran

Qing Zhang

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

SINE: Scalable Incomplete Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

2017

Active Multitask Learning With Trace Norm Regularization Based on Excess Risk.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

A multiple-instance stream learning framework for adaptive document categorization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Push Notifications in Diet Apps: Influencing Engagement Times and Tasks.

[BibT_eX]

[DOI]

Int. J. Hum. Comput. Interact., 2017

Interpreting Shared Deep Learning Models via Explicable Boundary Trees.

[BibT_eX]

[DOI]

CoRR, 2017

User Profile Preserving Social Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Supervised sampling for networked data.

[BibT_eX]

[DOI]

Signal Process., 2016

Modeling Mobile Cellular Networks Based on Social Characteristics.

[BibT_eX]

[DOI]

Int. J. Comput. Commun. Control, 2016

Active exploration for large graphs.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2016

Multi-resident Location Tracking in Smart Home through Non-wearable Unobtrusive Sensors.

[BibT_eX]

[DOI]

Proceedings of the Inclusive Smart Cities and Digital Health, 2016

Homophily, Structure, and Content Augmented Network Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Collective Classification via Discriminative Matrix Factorization on Sparsely Labeled Networks.

[BibT_eX]

[DOI]

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

The Fourth International Workshop on Social Web for Disaster Management (SWDM 2016).

[BibT_eX]

[DOI]

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

Submodular Asymmetric Feature Selection in Cascade Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

TrGraph: Cross-Network Transfer Learning via Common Signature Subgraphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Evaluation Methods for Statistically Dependent Text.

[BibT_eX]

[DOI]

Jiri Baum

Comput. Linguistics, 2015

Using Social Media to Enhance Emergency Situation Awareness: Extended Abstract.

[BibT_eX]

[DOI]

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

Modelling social characteristics of mobile radio networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communication, 2015

Unsupervised daily routine and activity discovery in smart homes.

[BibT_eX]

[DOI]

Qing Zhang

Mohan Karunanithi

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Pinpointing Locational Focus in Microblogs.

[BibT_eX]

[DOI]

John Lingad

Proceedings of the 2014 Australasian Document Computing Symposium, 2014

Active Learning for Crowdsourcing Using Knowledge Transfer.

[BibT_eX]

[DOI]

Dacheng Tao

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Location extraction from disaster-related microblogs.

[BibT_eX]

[DOI]

John Lingad

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

Active Class Discovery and Learning for Networked Data.

[BibT_eX]

[DOI]

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

Knowledge Transfer for Multi-labeler Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Transfer Learning across Networks for Collective Classification.

[BibT_eX]

[DOI]

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

Active exploration: simultaneous sampling and labeling for large graphs.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Classifying microblogs for disasters.

[BibT_eX]

[DOI]

Cécile Paris

Proceedings of the Australasian Document Computing Symposium, 2013

2012

Tracking Mobile Users in Wireless Networks via Semi-Supervised Colocalization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Using Social Media to Enhance Emergency Situation Awareness.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2012

Emergency situation awareness from twitter for crisis management.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference, 2012

Unifying Local and Global Agreement and Disagreement Classification in Online Debates.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop in Computational Approaches to Subjectivity and Sentiment Analysis, 2012

Searching and Filtering Tweets: CSIRO at the TREC 2012 Microblog Track.

[BibT_eX]

[DOI]

Paul Thomas

Proceedings of The Twenty-First Text REtrieval Conference, 2012

ESA: emergency situation awareness via microbloggers.

[BibT_eX]

[DOI]

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

2011

Similarity-Based Approach for Positive and Unlabeled Learning.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

2010

SMILE: A Similarity-Based Approach for Multiple Instance Learning.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Exploiting Local Data Uncertainty to Boost Global Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

2009

Spatio-Temporal Event Detection Using Dynamic Conditional Random Fields.

[BibT_eX]

[DOI]

Derek Hao Hu

Proceedings of the IJCAI 2009, 2009

Abnormal Activity Recognition Based on HDP-HMM Models.

[BibT_eX]

[DOI]

Derek Hao Hu

Xian-Xing Zhang

Vincent Wenchen Zheng

Proceedings of the IJCAI 2009, 2009

2008

Activity recognition via user-trace segmentation.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2008

Learning Adaptive Temporal Radio Maps for Signal-Strength-Based Location Estimation.

[BibT_eX]

[DOI]

Lionel M. Ni

IEEE Trans. Mob. Comput., 2008

Sensor-Based Abnormal Human-Activity Detection.

[BibT_eX]

[DOI]

Jeffrey Junfeng Pan

IEEE Trans. Knowl. Data Eng., 2008

Clustering Distributed Time Series in Sensor Networks.

[BibT_eX]

[DOI]

Mohamed Medhat Gaber

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

2007

Extracting Actionable Knowledge from Decision Trees.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2007

2006

Query enrichment for web-query classification.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2006

Power-Efficient Access-Point Selection for Indoor Location Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

2005

Q<sup>2</sup>C@UST: our winning solution to query classification in KDDCUP 2005.

[BibT_eX]

[DOI]

SIGKDD Explor., 2005

Adaptive Temporal Radio Maps for Indoor Location Estimation.

[BibT_eX]

[DOI]

Lionel M. Ni

Proceedings of the 3rd IEEE International Conference on Pervasive Computing and Communications (PerCom 2005), 2005

Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Activity Recognition through Goal-Based Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2005

2004

LEAPS: A Location Estimation and Action Prediction System in a Wireless LAN Environment.

[BibT_eX]

[DOI]

Proceedings of the Network and Parallel Computing, IFIP International Conference, 2004

High-Level Goal Recognition in a Wireless LAN.

[BibT_eX]

[DOI]

Xiaoyong Chai