2024
GaGSL: Global-augmented Graph Structure Learning via Graph Information Bottleneck.
CoRR, 2024
Graph Neural Networks with Coarse- and Fine-Grained Division for Mitigating Label Sparsity and Noise.
CoRR, 2024
Seeking Similarities While Removing Differences: Graph Neural Networks Based on Node Correlation.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
Self-supervised robust Graph Neural Networks against noisy graphs and noisy labels.
Appl. Intell., November, 2023
DPAUC: Differentially Private AUC Computation in Federated Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
A unified structure learning framework for graph attention networks.
Neurocomputing, 2022
Graph structure learning based on feature and label consistency.
Intell. Data Anal., 2022
Differentially Private AUC Computation in Vertical Federated Learning.
CoRR, 2022
Differentially Private Label Protection in Split Learning.
CoRR, 2022
Label Leakage and Protection in Two-party Split Learning.
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Defending against Reconstruction Attack in Vertical Federated Learning.
CoRR, 2021
Vertical Federated Learning without Revealing Intersection Membership.
CoRR, 2021
Semi-Supervised and Self-Supervised Classification with Multi-View Graph Neural Networks.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
2020
GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing.
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J. Mach. Learn. Res., 2020
2019
Transfer Learning with Deep Neural Networks for Computer Vision.
PhD thesis, 2019
Multi-Entity Aspect-Based Sentiment Analysis with Context, Entity, Aspect Memory and Dependency Information.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019
A general framework for multi-label learning towards class correlations and class imbalance.
Intell. Data Anal., 2019
Utilizing Recurrent Neural Network for topic discovery in short text scenarios.
Intell. Data Anal., 2019
GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing.
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CoRR, 2019
Bag of Freebies for Training Object Detection Neural Networks.
CoRR, 2019
Bag of Tricks for Image Classification with Convolutional Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Co-Occurrent Features in Semantic Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Win-win Cooperation: A Novel Dual-Modal Dual-Label Algorithm for Membrane Proteins Function Pre-screen.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Multi-unit Budget Feasible Mechanisms for Cellular Traffic Offloading.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
2018
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs.
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018
Exploiting Global Semantic Similarity Biterms for Short-Text Topic Discovery.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018
Fast Document Cosine Similarity Self-Join on GPUs.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018
Constructing Pseudo Documents with Semantic Similarity for Short Text Topic Discovery.
Proceedings of the Neural Information Processing - 25th International Conference, 2018
CuAPSS: A Hybrid CUDA Solution for AllPairs Similarity Search.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2018
Multi-Entity Aspect-Based Sentiment Analysis With Context, Entity and Aspect Memory.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Community detection for emerging social networks.
World Wide Web, 2017
Multi-label Learning by Exploiting Label Correlations with LDA.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017
Multi-label learning by exploiting label correlations for TCM diagnosing Parkinson's disease.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Mechanism Design for Social Law Synthesis under Incomplete Information.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017
Synthesizing Optimal Social Laws for Strategical Agents via Bayesian Mechanism Design.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017
Don't Forget the Quantifiable Relationship between Words: Using Recurrent Neural Network for Short Text Topic Discovery.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
New Efficient Certificateless Blind Signature Scheme.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016
Discover Tipping Users for Cross Network Influencing (Invited Paper).
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016
A Two-Dimensional Genetic Algorithm for Identifying Overlapping Communities in Dynamic Networks.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016
Unsupervised Deep Embedding for Clustering Analysis.
Proceedings of the 33nd International Conference on Machine Learning, 2016
Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks.
Proceedings of the Computer Vision - ECCV 2016, 2016
False-Name-Proof Mechanisms for Path Auctions in Social Networks.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Inferring Social Influence of anti-Tobacco mass media campaigns.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
2015
Cost optimal planning with multi-valued landmarks.
AI Commun., 2015
Influence Maximization Across Partially Aligned Heterogenous Social Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Never Ignore the Significance of Different Anomalies: A Cost-Sensitive Algorithm Based on Loss Function for Anomaly Detection.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015
Entropy chain multi-label classifiers for traditional medicine diagnosing Parkinson's disease.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
2014
Text Summarization Based on Sentence Selection with Semantic Representation.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014
Multi-label Emotion Classification for Tweets in Weibo: Method and Application.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014
Automated Model Revision for Coordinated Open Systems.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014
Multi-label Classification: Dealing with Imbalance by Combining Labels.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014
Cost optimal planning with LP-based multi-valued landmark heuristic.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
2013
Three-Way Decision Based Overlapping Community Detection.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013
CPP-SNS: A Solution to Influence Maximization Problem under Cost Control.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
A Spin-Glass Model Based Local Community Detection Method in Social Networks.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
An Algorithm for Mining Top K Influential Community Based Evolutionary Outliers in Temporal Dataset.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
A Static Recognition Mechanism for Indirect Call Based on Static Single Assignment.
Proceedings of the Pervasive Computing and the Networked World, 2013
On the complexity of undominated core and farsighted solution concepts in coalitional games.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
TeraScaler ELB-an Algorithm of Prediction-Based Elastic Load Balancing Resource Management in Cloud Computing.
Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013
Planning with Multi-Valued Landmarks.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
2012
A Social Influence Model Based On Circuit Theory
CoRR, 2012
Maximizing Influence Spread in a New Propagation Model.
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012
Link Communities Detection via Local Approach.
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012
Image Denoising and Inpainting with Deep Neural Networks.
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
On the Complexity and Algorithms of Coalition Structure Generation in Overlapping Coalition Formation Games.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Overlapping Community Detection via Leader-Based Local Expansion in Social Networks.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Chinese Medicine Formula Network Analysis for Core Herbal Discovery.
Proceedings of the Brain Informatics - International Conference, 2012
2011
Strategic Ability Updating in Concurrent Games by Coalitional Commitment.
IEEE Trans. Syst. Man Cybern. Part B, 2011
Energy Efficient Backoff Hierarchical Clustering Algorithms for Multi-Hop Wireless Sensor Networks.
J. Comput. Sci. Technol., 2011
Detecting Link Communities Based on Local Approach.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011
A Center-Based Community Detection Method in Weighted Networks.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011
A framework for coalitional normative systems.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
2009
Temporal Reasoning in Urban Growth Simulation.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009
Coalitional Planning in Game-like Domains via ATL Model Checking.
Proceedings of the ICTAI 2009, 2009
CORE: A Trust Model for Agent Coalition Formation.
Proceedings of the Fifth International Conference on Natural Computation, 2009
On the Logic of Cellular Reactive Systems.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2009
2007
A two-layered multi-agent reinforcement learning model and algorithm.
J. Netw. Comput. Appl., 2007
2005
LMRL: A Multi-Agent Reinforcement Learning Model and Algorithm.
Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005
K-Cluster Algorithm for Automatic Discovery of Subgoals in Reinforcement Learning.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005
2004
Web services: problems and future directions.
J. Web Semant., 2004
A Parallel Learning Approach for Neural Network Ensemble.
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004
A Parallel Intrusion Detection System for High-Speed Networks.
Proceedings of the Applied Cryptography and Network Security, 2004
2003
The Anatomy of Web Services.
Proceedings of the Grid and Cooperative Computing, Second International Workshop, 2003