Qing Liao

Proceedings of the IEEE International Conference on Acoustics, 2024

A Real-time Execution System of Multimodal Transformer through PIM-GPU Collaboration.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Conditional Backdoor Attack via JPEG Compression.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Exploration On Prompting LLM With Code-Specific Information For Vulnerability Detection.

[BibT_eX]

[DOI]

Zhihong Liu

Zezhou Yang

Proceedings of the IEEE International Conference on Software Services Engineering, 2024

2023

Listening to Users' Voice: Automatic Summarization of Helpful App Reviews.

[BibT_eX]

[DOI]

IEEE Trans. Reliab., December, 2023

ZNNs With a Varying-Parameter Design Formula for Dynamic Sylvester Quaternion Matrix Equation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., December, 2023

A Model-Agnostic Approach to Mitigate Gradient Interference for Multi-Task Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., December, 2023

Multi-View Fuzzy Classification With Subspace Clustering and Information Granules.

[BibT_eX]

[DOI]

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

Unbiased Scene Graph Generation via Two-Stage Causal Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Towards Better Semantics Exploration for Browser Fuzzing.

[BibT_eX]

[DOI]

Proc. ACM Program. Lang., October, 2023

Contrastive Multi-View Kernel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Localized Incomplete Multiple Kernel k-Means With Matrix-Induced Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., June, 2023

Extrapolation over temporal knowledge graph via hyperbolic embedding.

[BibT_eX]

[DOI]

CAAI Trans. Intell. Technol., June, 2023

Design of a Quantization-Based DNN Delta Compression Framework for Model Snapshots and Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., March, 2023

E$^{3}$3Outlier: a Self-Supervised Framework for Unsupervised Deep Outlier Detection.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Improving Embedding Generalization in Few-Shot Learning With Instance Neighbor Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Deep Intellectual Property: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

RARE: Robust Masked Graph Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2023

HITSZQ at SemEval-2023 Task 10: Category-aware Sexism Detection Model with Self-training Strategy.

[BibT_eX]

[DOI]

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

ConfTainter: Static Taint Analysis For Configuration Options.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

FAU-Gaze: Fast and Accurate User-specific Gaze Estimation Framework.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

MocGCL: Molecular Graph Contrastive Learning via Negative Selection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Vulnerability Detection with Graph Simplification and Enhanced Graph Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Adaptive Multi-hop Neighbor Selection for Few-Shot Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Minimising Distortion for GAN-Based Facial Attribute Manipulation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

A Multi-Modal Approach For Context-Aware Network Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Software Vulnerability Detection with GPT and In-Context Learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Data Science in Cyberspace, 2023

FedGR: Federated Learning with Gravitation Regulation for Double Imbalance Distribution.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2023

Temporal-Relational Matching Network for Few-Shot Temporal Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2023

Improving Gradient Trade-offs between Tasks in Multi-task Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Communication-Efficient Federated Edge Learning via Optimal Probabilistic Device Scheduling.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Performance Analysis and Applications of Finite-Time ZNN Models With Constant/Fuzzy Parameters for TVQPEI.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Informative Feature Disentanglement for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

Optimal Neighborhood Multiple Kernel Clustering With Adaptive Local Kernels.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

An Integrated Multi-Task Model for Fake News Detection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Design and Analysis of a Novel Integral Design Scheme for Finding Finite-Time Solution of Time-Varying Matrix Inequalities.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2022

A Novel Deep Learning Framework for Automatic Recognition of Thyroid Gland and Tissues of Neck in Ultrasound Image.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

DEF-Net: A Face Aging Model by Using Different Emotional Learnings.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Coarse-to-fine pseudo supervision guided meta-task optimization for few-shot object classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Listening to Users' Voice: Automatic Summarization of Helpful App Reviews.

[BibT_eX]

[DOI]

CoRR, 2022

Knowledge-aware Neural Networks with Personalized Feature Referencing for Cold-start Recommendation.

[BibT_eX]

[DOI]

CoRR, 2022

On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2022

ASPGen-D: Automatically Generating Fine-grained Apparmor Policies for Docker.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

Multi-Semantics Learning for Social Event Detection via Heterogeneous GNNs.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Multi-Intention-Aware Configuration Selection for Performance Tuning.

[BibT_eX]

[DOI]

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

Improving Anomaly Detection with a Self-Supervised Task Based on Generative Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Affective Knowledge Enhanced Multiple-Graph Fusion Networks for Aspect-based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Improving Multi-task Stance Detection with Multi-task Interaction Network.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Topic Modeling for Short Texts Via Dual View Collaborate optimization.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Science in Cyberspace, 2022

2021

idenPC-CAP: Identify protein complexes from weighted RNA-protein heterogeneous interaction networks using co-assemble partner relation.

[BibT_eX]

[DOI]

Briefings Bioinform., July, 2021

Novel Convergence Results of Adaptive Stochastic Gradient Descents.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Joint Clustering and Discriminative Feature Alignment for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

iLncRNAdis-FB: Identify lncRNA-Disease Associations by Fusing Biological Feature Blocks Through Deep Neural Network.

[BibT_eX]

[DOI]

Hang Wei

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Self-supervised learning-based weight adaptive hashing for fast cross-modal retrieval.

[BibT_eX]

[DOI]

Signal Image Video Process., 2021

Comprehensive study on complex-valued ZNN models activated by novel nonlinear functions for dynamic complex linear equations.

[BibT_eX]

[DOI]

Inf. Sci., 2021

FraudTrip: Taxi Fraudulent Trip Detection From Corresponding Trajectories.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Deep Understanding of Runtime Configuration Intention.

[BibT_eX]

[DOI]

Int. J. Softw. Eng. Knowl. Eng., 2021

iMatching: An interactive map-matching system.

[BibT_eX]

[DOI]

Neurocomputing, 2021

CGNN: Traffic Classification with Graph Neural Network.

[BibT_eX]

[DOI]

CoRR, 2021

Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests.

[BibT_eX]

[DOI]

CoRR, 2021

RR-LADP: A Privacy-Enhanced Federated Learning Scheme for Internet of Everything.

[BibT_eX]

[DOI]

IEEE Consumer Electron. Mag., 2021

IIMLP: integrated information-entropy-based method for LncRNA prediction.

[BibT_eX]

[DOI]

BMC Bioinform., 2021

SMI-BLAST: a novel supervised search framework based on PSI-BLAST for protein remote homology detection.

[BibT_eX]

[DOI]

Bioinform., 2021

S2L-PSIBLAST: a supervised two-layer search framework based on PSI-BLAST for protein remote homology detection.

[BibT_eX]

[DOI]

Xiaopeng Jin

Bioinform., 2021

idenPC-MIIP: identify protein complexes from weighted PPI networks using mutual important interacting partner relation.

[BibT_eX]

[DOI]

Zhourun Wu

Briefings Bioinform., 2021

PL-search: a profile-link-based search method for protein remote homology detection.

[BibT_eX]

[DOI]

Xiaopeng Jin

Briefings Bioinform., 2021

MulCode: A Multi-task Learning Approach for Source Code Understanding.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Software Analysis, 2021

Hierarchical Semantic Enhanced Directional Graph Network for Visual Commonsense Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Trustworthy AI'21: Proceedings of the 1st International Workshop on Trustworthy AI for Multimedia Computing, 2021

Fine-Grained Unbalanced Interaction Network for Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2021

Spatio-Temporal Action Detector with Self-Attention.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

One Pass Late Fusion Multi-view Clustering.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Pixel Difference Networks for Efficient Edge Detection.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

FedSP: Federated Speaker Verification with Personal Privacy Preservation.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

A Coverage-Guided Fuzzing Framework for Trusted Execution Environments.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Survey on Temporal Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Conference on Data Science in Cyberspace, 2021

Survey on Knowledge Graph Embedding Based on Hyperbolic Geometry.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Conference on Data Science in Cyberspace, 2021

Survey on social event detection.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Conference on Data Science in Cyberspace, 2021

Student Can Also be a Good Teacher: Extracting Knowledge from Vision-and-Language Model for Cross-Modal Retrieval.

[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

2020

DP-FL: a novel differentially private federated learning framework for the unbalanced data.

[BibT_eX]

[DOI]

World Wide Web, 2020

A Time-space Efficient Algorithm for Parallel <i>k</i>-way In-place Merging based on Sequence Partitioning and Perfect Shuffle.

[BibT_eX]

[DOI]

Anthony T. Chronopoulos

Albert Y. Zomaya

ACM Trans. Parallel Comput., 2020

A half-precision compressive sensing framework for end-to-end person re-identification.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

Explore instance similarity: An instance correlation based hashing method for multi-label cross-model retrieval.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2020

Bi-Connect Net for salient object detection.

[BibT_eX]

[DOI]

Neurocomputing, 2020

A comprehensive review and evaluation of computational methods for identifying protein complexes from protein-protein interaction networks.

[BibT_eX]

[DOI]

Zhourun Wu

Briefings Bioinform., 2020

Correlation Self-Expression Shrunk for Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Access, 2020

Robust Similarity-Based Concept Factorization for Data Representation.

[BibT_eX]

[DOI]

IEEE Access, 2020

Enhanced Gaze Following via Object Detection and Human Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

PRTransE: Emphasize More Important Facts Based on Pagerank for Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the Cognitive Computing - ICCC 2020, 2020

GPU-BTM: A Topic Model for Short Text using Auxiliary Information.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Science in Cyberspace, 2020

Exploring the Potential of Fast Delta Encoding: Marching to a Higher Compression Ratio.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2020

Robust Normalized Squares Maximization for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

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

2019

HashEclat: an efficient frequent itemset algorithm.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2019

Multi-task deep convolutional neural network for cancer diagnosis.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Decentralized Markov Chain Gradient Descent.

[BibT_eX]

[DOI]

CoRR, 2019

Another Robust NMF: Rethinking the Hyperbolic Tangent Function and Locality Constraint.

[BibT_eX]

[DOI]

IEEE Access, 2019

iRBP-Motif-PSSM: Identification of RNA-Binding Proteins Based on Collaborative Learning.

[BibT_eX]

[DOI]

IEEE Access, 2019

iEsGene-ZCPseKNC: Identify Essential Genes Based on Z Curve Pseudo $k$ -Tuple Nucleotide Composition.

[BibT_eX]

[DOI]

IEEE Access, 2019

Bi-directional Features Reuse Network for Salient Object Detection.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Multi-depth Graph Convolutional Networks for Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2019

General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme.

[BibT_eX]

[DOI]

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

Protein Remote Homology Detection Based on Profiles.

[BibT_eX]

[DOI]

Mingyue Guo

Proceedings of the Bioinformatics and Biomedical Engineering, 2019

Structural-Based Graph Publishing Under Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the Cognitive Computing - ICCC 2019, 2019

Learning Contextual Features with Multi-head Self-attention for Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the Cognitive Computing - ICCC 2019, 2019

Accelerating Lossy Compression on HPC Datasets via Partitioning Computation for Parallel Processing.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Differentially Private Convolutional Neural Networks with Adaptive Gradient Descent.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Data Science in Cyberspace, 2019

2018

Diverse Mobile System for Location-Based Mobile Data.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2018

File Fragment Classification Using Grayscale Image Conversion and Deep Learning in Digital Forensics.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018

MisconfDoctor: Diagnosing Misconfiguration via Log-Based Configuration Testing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Software Quality, 2018

NotOnlyLog: Mining Patch-Log Associations from Software Evolution History to Enhance Failure Diagnosis Capability.

[BibT_eX]

[DOI]

Proceedings of the 25th Asia-Pacific Software Engineering Conference, 2018

2017

Mining inter-transaction association rules from multiple time-series data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Feature selection for high dimensional imbalanced class data based on F-measure optimization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

A novel privacy-preserving distributed anomaly detection method.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Online discriminant projective non-negative matrix factorization.

[BibT_eX]

[DOI]

Xiang Zhang

Zhigang Luo

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

EHSBoost: Enhancing ensembles for imbalanced data-sets by evolutionary hybrid-sampling.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Cancer classification with multi-task deep learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Outsourced Privacy-Preserving C4.5 Algorithm over Arbitrarily Partitioned Databases.

[BibT_eX]

[DOI]

Proceedings of the Second IEEE International Conference on Data Science in Cyberspace, 2017

2016

Local coordinate based graph-regularized NMF for image representation.

[BibT_eX]

[DOI]

Signal Process., 2016

Predicting Unknown Interactions Between Known Drugs and Targets via Matrix Completion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Gauss-Seidel based non-negative matrix factorization for gene expression clustering.

[BibT_eX]

[DOI]

Naiyang Guan

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Robust Local Coordinate Non-negative Matrix Factorization via Maximum Correntropy Criteria.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Local Coordinate Projective Non-negative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Logdet Divergence Based Sparse Non-Negative Matrix Factorization for Stable Representation.

[BibT_eX]

[DOI]

Naiyang Guan

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

TiSA: Time-dependent social network advertising.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014

COD: A Cooperative Cell Outage Detection Architecture for Self-Organizing Femtocell Networks.

[BibT_eX]

[DOI]

Wei Wang

IEEE Trans. Wirel. Commun., 2014

Improved Recommendation System with Friends on SNS.

[BibT_eX]

[DOI]

Yanxiang Ling

Proceedings of the 2014 Ninth International Conference on P2P, 2014

2013

Efficient Rank-one Residue Approximation Method for Graph Regularized Non-negative Matrix Factorization.

[BibT_eX]

[DOI]

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

Implementation of K-Means based on improved storm model.

[BibT_eX]

[DOI]

Jingling Zhao

Zhaohua Sun

Proceedings of the 15th IEEE International Conference on Communication Technology, 2013

An improved parallel K-means clustering algorithm with MapReduce.

[BibT_eX]

[DOI]

Fan Yang

Jingming Zhao

Proceedings of the 15th IEEE International Conference on Communication Technology, 2013

Analyzing the influential people in Sina Weibo dataset.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012

A cross-platform context-aware application developing framework for mobile terminals.

[BibT_eX]

[DOI]

Pingyi Wang

Jingling Zhao