Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport.

[BibT_eX]

[DOI]

Jiying Zhang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Path Transitions Tell More: Optimizing Fuzzing Schedules via Runtime Program States.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Graph Data Augmentation for Node Classification.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Neural Architecture Searching for Facial Attributes-based Depression Recognition.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Energy Alignment for Bias Rectification in Class Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Learnable Hypergraph Laplacian for Hypergraph Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Efficient and Stable Information Directed Exploration for Continuous Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Smartwatch User Authentication by Sensing Tapping Rhythms and Using One-Class DBSCAN.

[BibT_eX]

[DOI]

Sensors, 2021

ALBFL: A novel neural ranking model for software fault localization via combining static and dynamic features.

[BibT_eX]

[DOI]

Inf. Softw. Technol., 2021

Molecular graph enhanced transformer for retrosynthesis prediction.

[BibT_eX]

[DOI]

Neurocomputing, 2021

SAMLDroid: A Static Taint Analysis and Machine Learning Combined High-Accuracy Method for Identifying Android Apps with Location Privacy Leakage Risks.

[BibT_eX]

[DOI]

Entropy, 2021

MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning.

[BibT_eX]

[DOI]

CoRR, 2021

Diversified Multiscale Graph Learning with Graph Self-Correction.

[BibT_eX]

[DOI]

CoRR, 2021

Phishing websites detection via CNN and multi-head self-attention on imbalanced datasets.

[BibT_eX]

[DOI]

Comput. Secur., 2021

Fuzzing With Optimized Grammar-Aware Mutation Strategies.

[BibT_eX]

[DOI]

IEEE Access, 2021

A LambdaMart-Based High-Accuracy Approach for Software Automatic Fault Localization.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

Byte-Label Joint Attention Learning for Packet-grained Network Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

A Novel and High-Accuracy Rumor Detection Approach using Kernel Subtree and Deep Learning Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

On Self-Distilling Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Short and Distort Manipulations in the Cryptocurrency Market: Case Study, Patterns and Detection.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation.

[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

SimpleX: A Simple and Strong Baseline for Collaborative Filtering.

[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

Robust Model-based Reinforcement Learning for Autonomous Greenhouse Control.

[BibT_eX]

[DOI]

Proceedings of the Asian Conference on Machine Learning, 2021

2020

CNN-MHSA: A Convolutional Neural Network and multi-head self-attention combined approach for detecting phishing websites.

[BibT_eX]

[DOI]

Neural Networks, 2020

ABFL: An autoencoder based practical approach for software fault localization.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Ransomware classification using patch-based CNN and self-attention network on embedded N-grams of opcodes.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2020

Towards A Category-extended Object Detector without Relabeling or Conflicts.

[BibT_eX]

[DOI]

CoRR, 2020

Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels?

[BibT_eX]

[DOI]

CoRR, 2020

ALBFL: A Novel Neural Ranking Model for Software Fault Localization via Combining Static and Dynamic Features.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Trust, 2020

SpeedNeuzz: Speed Up Neural Program Approximation with Neighbor Edge Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Trust, 2020

Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Adversarial Sparse Transformer for Time Series Forecasting.

[BibT_eX]

[DOI]

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

Hrnet: Hamiltonian Rescaling Network for Image Downscaling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Enhanced Image Restoration Via Supervised Target Feature Transfer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Self-Paced Probabilistic Principal Component Analysis For Data With Outliers.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Maintaining Discrimination and Fairness in Class Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Android malware detection based on system call sequences and LSTM.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Novel dynamic multiple classification system for network traffic.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Classification of ransomware families with machine learning based on N-gram of opcodes.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2019

Self-Paced Probabilistic Principal Component Analysis for Data with Outliers.

[BibT_eX]

[DOI]

CoRR, 2019

Steward: smart edge based joint QoE optimization for adaptive video streaming.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2019

Non-local Self-attention Structure for Function Approximation in Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Weakly-supervised image captioning based on rich contextual information.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

New deep learning method to detect code injection attacks on hybrid applications.

[BibT_eX]

[DOI]

J. Syst. Softw., 2018

CenLocShare: A centralized privacy-preserving location-sharing system for mobile online social networks.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2018

A learnable search result diversification method.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Learning-based topic detection using multiple features.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2018

Byte Segment Neural Network for Network Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

Classifying Quality Centrality for Source Localization in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Web Services - ICWS 2018, 2018

Self -Paced Mixture of T Distribution Model.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Modeling and validation of SMS worm propagation over social networks.

[BibT_eX]

[DOI]

J. Comput. Sci., 2017

Quokka: Latency-Aware Middlebox Scheduling with dynamic resource allocation.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2017

Back-propagation neural network on Markov chains from system call sequences: a new approach for detecting Android malware with system call sequences.

[BibT_eX]

[DOI]

IET Inf. Secur., 2017

Design and analysis of <i>SEIQR</i> worm propagation model in mobile internet.

[BibT_eX]

[DOI]

Commun. Nonlinear Sci. Numer. Simul., 2017

SAIDR: A New Dynamic Model for SMS-Based Worm Propagation in Mobile Networks.

[BibT_eX]

[DOI]

IEEE Access, 2017

Tianji: Implementation of an Efficient Tracking Engine in the Mobile Internet Era.

[BibT_eX]

[DOI]

IEEE Access, 2017

Boost Clickbait Detection Based on User Behavior Analysis.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - First International Joint Conference, 2017

A Learning Approach to Hierarchical Search Result Diversification.

[BibT_eX]

[DOI]

Haitao Zheng

Zhuren Wang

Xi Xiao

Proceedings of the Web and Big Data - First International Joint Conference, 2017

An Ontology-Based Latent Semantic Indexing Approach Using Long Short-Term Memory Networks.

[BibT_eX]

[DOI]

Ningning Ma

Hai-Tao Zheng

Xi Xiao

Proceedings of the Web and Big Data - First International Joint Conference, 2017

2016

Identifying Android malware with system call co-occurrence matrices.

[BibT_eX]

[DOI]

Trans. Emerg. Telecommun. Technol., 2016

2015

ANNs on Co-occurrence Matrices for Mobile Malware Detection.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2015

Towards adaptive elastic distributed Software Defined Networking.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

Detection and Prevention of Code Injection Attacks on HTML5-Based Apps.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Advanced Cloud and Big Data, 2015

2014

Detecting Mobile Malware with TMSVM.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Security and Privacy in Communication Networks, 2014

A dynamic execution offloading model for efficient mobile cloud computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

2013

Corrigendum to "A variable-length model for masquerade detection" [J. Syst. Softw. 85(2012) 2470-2478].

[BibT_eX]

[DOI]

J. Syst. Softw., 2013

2012

A variable-length model for masquerade detection.

[BibT_eX]

[DOI]

J. Syst. Softw., 2012

Xi Xiao

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