Qing Liao

Orcid: 0000-0003-1012-5301

Affiliations:
  • Harbin Institute of Technology, School of Computer Science and Technology, Shenzhen, China
  • Hong Kong University of Science and Technology, Department of Computer Science and Engineering, Hong Kong (PhD 2016)


According to our database1, Qing Liao authored at least 140 papers between 2008 and 2024.

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Bibliography

2024
DA-PFL: Dynamic Affinity Aggregation for Personalized Federated Learning.
CoRR, 2024

FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling.
CoRR, 2024

APIGen: Generative API Method Recommendation.
CoRR, 2024

A Repository-Level Dataset For Detecting, Classifying and Repairing Software Vulnerabilities.
CoRR, 2024

Game Rewards Vulnerabilities: Software Vulnerability Detection with Zero-Sum Game and Prototype Learning.
CoRR, 2024

Conditional Backdoor Attack via JPEG Compression.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Listening to Users' Voice: Automatic Summarization of Helpful App Reviews.
IEEE Trans. Reliab., December, 2023

ZNNs With a Varying-Parameter Design Formula for Dynamic Sylvester Quaternion Matrix Equation.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

A Model-Agnostic Approach to Mitigate Gradient Interference for Multi-Task Learning.
IEEE Trans. Cybern., December, 2023

Multi-View Fuzzy Classification With Subspace Clustering and Information Granules.
IEEE Trans. Knowl. Data Eng., November, 2023

Unbiased Scene Graph Generation via Two-Stage Causal Modeling.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Towards Better Semantics Exploration for Browser Fuzzing.
Proc. ACM Program. Lang., October, 2023

Contrastive Multi-View Kernel Learning.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Localized Incomplete Multiple Kernel k-Means With Matrix-Induced Regularization.
IEEE Trans. Cybern., June, 2023

Extrapolation over temporal knowledge graph via hyperbolic embedding.
CAAI Trans. Intell. Technol., June, 2023

Design of a Quantization-Based DNN Delta Compression Framework for Model Snapshots and Federated Learning.
IEEE Trans. Parallel Distributed Syst., March, 2023

E$^{3}$3Outlier: a Self-Supervised Framework for Unsupervised Deep Outlier Detection.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Improving Embedding Generalization in Few-Shot Learning With Instance Neighbor Constraints.
IEEE Trans. Image Process., 2023

FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled Representation Learning.
CoRR, 2023

Unbiased Scene Graph Generation via Two-stage Causal Modeling.
CoRR, 2023

Unpaired Multi-View Graph Clustering with Cross-View Structure Matching.
CoRR, 2023

LIVABLE: Exploring Long-Tailed Classification of Software Vulnerability Types.
CoRR, 2023

Deep Intellectual Property: A Survey.
CoRR, 2023

RARE: Robust Masked Graph Autoencoder.
CoRR, 2023

HITSZQ at SemEval-2023 Task 10: Category-aware Sexism Detection Model with Self-training Strategy.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

ConfTainter: Static Taint Analysis For Configuration Options.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

FAU-Gaze: Fast and Accurate User-specific Gaze Estimation Framework.
Proceedings of the International Joint Conference on Neural Networks, 2023

MocGCL: Molecular Graph Contrastive Learning via Negative Selection.
Proceedings of the International Joint Conference on Neural Networks, 2023

Vulnerability Detection with Graph Simplification and Enhanced Graph Representation Learning.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Adaptive Multi-hop Neighbor Selection for Few-Shot Knowledge Graph Completion.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Minimising Distortion for GAN-Based Facial Attribute Manipulation.
Proceedings of the IEEE International Conference on Acoustics, 2023

A Multi-Modal Approach For Context-Aware Network Traffic Classification.
Proceedings of the IEEE International Conference on Acoustics, 2023

Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Software Vulnerability Detection with GPT and In-Context Learning.
Proceedings of the 8th International Conference on Data Science in Cyberspace, 2023

FedGR: Federated Learning with Gravitation Regulation for Double Imbalance Distribution.
Proceedings of the Database Systems for Advanced Applications, 2023

Temporal-Relational Matching Network for Few-Shot Temporal Knowledge Graph Completion.
Proceedings of the Database Systems for Advanced Applications, 2023

Improving Gradient Trade-offs between Tasks in Multi-task Text Classification.
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.
IEEE Trans. Wirel. Commun., 2022

Performance Analysis and Applications of Finite-Time ZNN Models With Constant/Fuzzy Parameters for TVQPEI.
IEEE Trans. Neural Networks Learn. Syst., 2022

Informative Feature Disentanglement for Unsupervised Domain Adaptation.
IEEE Trans. Multim., 2022

Optimal Neighborhood Multiple Kernel Clustering With Adaptive Local Kernels.
IEEE Trans. Knowl. Data Eng., 2022

An Integrated Multi-Task Model for Fake News Detection.
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.
IEEE Trans. Emerg. Top. Comput., 2022

A Novel Deep Learning Framework for Automatic Recognition of Thyroid Gland and Tissues of Neck in Ultrasound Image.
IEEE Trans. Circuits Syst. Video Technol., 2022

DEF-Net: A Face Aging Model by Using Different Emotional Learnings.
IEEE Trans. Circuits Syst. Video Technol., 2022

Coarse-to-fine pseudo supervision guided meta-task optimization for few-shot object classification.
Pattern Recognit., 2022

Listening to Users' Voice: Automatic Summarization of Helpful App Reviews.
CoRR, 2022

Knowledge-aware Neural Networks with Personalized Feature Referencing for Cold-start Recommendation.
CoRR, 2022

Calibrated One-class Classification for Unsupervised Time Series Anomaly Detection.
CoRR, 2022

On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation.
CoRR, 2022

ASPGen-D: Automatically Generating Fine-grained Apparmor Policies for Docker.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

Multi-Semantics Learning for Social Event Detection via Heterogeneous GNNs.
Proceedings of the International Joint Conference on Neural Networks, 2022

Multi-Intention-Aware Configuration Selection for Performance Tuning.
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.
Proceedings of the IEEE International Conference on Acoustics, 2022

Affective Knowledge Enhanced Multiple-Graph Fusion Networks for Aspect-based Sentiment Analysis.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Improving Multi-task Stance Detection with Multi-task Interaction Network.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Topic Modeling for Short Texts Via Dual View Collaborate optimization.
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.
Briefings Bioinform., July, 2021

Novel Convergence Results of Adaptive Stochastic Gradient Descents.
IEEE Trans. Image Process., 2021

Joint Clustering and Discriminative Feature Alignment for Unsupervised Domain Adaptation.
IEEE Trans. Image Process., 2021

iLncRNAdis-FB: Identify lncRNA-Disease Associations by Fusing Biological Feature Blocks Through Deep Neural Network.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Self-supervised learning-based weight adaptive hashing for fast cross-modal retrieval.
Signal Image Video Process., 2021

Comprehensive study on complex-valued ZNN models activated by novel nonlinear functions for dynamic complex linear equations.
Inf. Sci., 2021

FraudTrip: Taxi Fraudulent Trip Detection From Corresponding Trajectories.
IEEE Internet Things J., 2021

Deep Understanding of Runtime Configuration Intention.
Int. J. Softw. Eng. Knowl. Eng., 2021

iMatching: An interactive map-matching system.
Neurocomputing, 2021

CGNN: Traffic Classification with Graph Neural Network.
CoRR, 2021

Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests.
CoRR, 2021

RR-LADP: A Privacy-Enhanced Federated Learning Scheme for Internet of Everything.
IEEE Consumer Electron. Mag., 2021

IIMLP: integrated information-entropy-based method for LncRNA prediction.
BMC Bioinform., 2021

SMI-BLAST: a novel supervised search framework based on PSI-BLAST for protein remote homology detection.
Bioinform., 2021

S2L-PSIBLAST: a supervised two-layer search framework based on PSI-BLAST for protein remote homology detection.
Bioinform., 2021

idenPC-MIIP: identify protein complexes from weighted PPI networks using mutual important interacting partner relation.
Briefings Bioinform., 2021

PL-search: a profile-link-based search method for protein remote homology detection.
Briefings Bioinform., 2021

MulCode: A Multi-task Learning Approach for Source Code Understanding.
Proceedings of the 28th IEEE International Conference on Software Analysis, 2021

Hierarchical Semantic Enhanced Directional Graph Network for Visual Commonsense Reasoning.
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.
Proceedings of the Knowledge Science, Engineering and Management, 2021

Spatio-Temporal Action Detector with Self-Attention.
Proceedings of the International Joint Conference on Neural Networks, 2021

One Pass Late Fusion Multi-view Clustering.
Proceedings of the 38th International Conference on Machine Learning, 2021

Pixel Difference Networks for Efficient Edge Detection.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

FedSP: Federated Speaker Verification with Personal Privacy Preservation.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

A Coverage-Guided Fuzzing Framework for Trusted Execution Environments.
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.
Proceedings of the Sixth IEEE International Conference on Data Science in Cyberspace, 2021

Survey on Knowledge Graph Embedding Based on Hyperbolic Geometry.
Proceedings of the Sixth IEEE International Conference on Data Science in Cyberspace, 2021

Survey on social event detection.
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.
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.
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.
ACM Trans. Parallel Comput., 2020

A half-precision compressive sensing framework for end-to-end person re-identification.
Neural Comput. Appl., 2020

Explore instance similarity: An instance correlation based hashing method for multi-label cross-model retrieval.
Inf. Process. Manag., 2020

Bi-Connect Net for salient object detection.
Neurocomputing, 2020

A comprehensive review and evaluation of computational methods for identifying protein complexes from protein-protein interaction networks.
Briefings Bioinform., 2020

Correlation Self-Expression Shrunk for Subspace Clustering.
IEEE Access, 2020

Robust Similarity-Based Concept Factorization for Data Representation.
IEEE Access, 2020

Enhanced Gaze Following via Object Detection and Human Pose Estimation.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

PRTransE: Emphasize More Important Facts Based on Pagerank for Knowledge Graph Completion.
Proceedings of the Cognitive Computing - ICCC 2020, 2020

GPU-BTM: A Topic Model for Short Text using Auxiliary Information.
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.
Proceedings of the IEEE International Conference on Cluster Computing, 2020

Robust Normalized Squares Maximization for Unsupervised Domain Adaptation.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
HashEclat: an efficient frequent itemset algorithm.
Int. J. Mach. Learn. Cybern., 2019

Multi-task deep convolutional neural network for cancer diagnosis.
Neurocomputing, 2019

Decentralized Markov Chain Gradient Descent.
CoRR, 2019

Another Robust NMF: Rethinking the Hyperbolic Tangent Function and Locality Constraint.
IEEE Access, 2019

iRBP-Motif-PSSM: Identification of RNA-Binding Proteins Based on Collaborative Learning.
IEEE Access, 2019

iEsGene-ZCPseKNC: Identify Essential Genes Based on Z Curve Pseudo $k$ -Tuple Nucleotide Composition.
IEEE Access, 2019

Bi-directional Features Reuse Network for Salient Object Detection.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Multi-depth Graph Convolutional Networks for Fake News Detection.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme.
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.
Proceedings of the Bioinformatics and Biomedical Engineering, 2019

Structural-Based Graph Publishing Under Differential Privacy.
Proceedings of the Cognitive Computing - ICCC 2019, 2019

Learning Contextual Features with Multi-head Self-attention for Fake News Detection.
Proceedings of the Cognitive Computing - ICCC 2019, 2019

Accelerating Lossy Compression on HPC Datasets via Partitioning Computation for Parallel Processing.
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.
Proceedings of the Fourth IEEE International Conference on Data Science in Cyberspace, 2019

2018
Diverse Mobile System for Location-Based Mobile Data.
Wirel. Commun. Mob. Comput., 2018

File Fragment Classification Using Grayscale Image Conversion and Deep Learning in Digital Forensics.
Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018

MisconfDoctor: Diagnosing Misconfiguration via Log-Based Configuration Testing.
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.
Proceedings of the 25th Asia-Pacific Software Engineering Conference, 2018

2017
Mining inter-transaction association rules from multiple time-series data.
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.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

A novel privacy-preserving distributed anomaly detection method.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Online discriminant projective non-negative matrix factorization.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

EHSBoost: Enhancing ensembles for imbalanced data-sets by evolutionary hybrid-sampling.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Cancer classification with multi-task deep learning.
Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Outsourced Privacy-Preserving C4.5 Algorithm over Arbitrarily Partitioned Databases.
Proceedings of the Second IEEE International Conference on Data Science in Cyberspace, 2017

2016
Local coordinate based graph-regularized NMF for image representation.
Signal Process., 2016

Predicting Unknown Interactions Between Known Drugs and Targets via Matrix Completion.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Gauss-Seidel based non-negative matrix factorization for gene expression clustering.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Robust Local Coordinate Non-negative Matrix Factorization via Maximum Correntropy Criteria.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Local Coordinate Projective Non-negative Matrix Factorization.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Logdet Divergence Based Sparse Non-Negative Matrix Factorization for Stable Representation.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

TiSA: Time-dependent social network advertising.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014
COD: A Cooperative Cell Outage Detection Architecture for Self-Organizing Femtocell Networks.
IEEE Trans. Wirel. Commun., 2014

Improved Recommendation System with Friends on SNS.
Proceedings of the 2014 Ninth International Conference on P2P, 2014

2013
Efficient Rank-one Residue Approximation Method for Graph Regularized Non-negative Matrix Factorization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Implementation of K-Means based on improved storm model.
Proceedings of the 15th IEEE International Conference on Communication Technology, 2013

An improved parallel K-means clustering algorithm with MapReduce.
Proceedings of the 15th IEEE International Conference on Communication Technology, 2013

Analyzing the influential people in Sina Weibo dataset.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012
A cross-platform context-aware application developing framework for mobile terminals.
Proceedings of the 2nd IEEE International Conference on Cloud Computing and Intelligence Systems, 2012

2010
File Sharing System in Wireless Home Environment.
Proceedings of the International Conference on E-Business and E-Government, 2010

2008
A Principal-Agent Perspective on ERP Implementation Decisions: An Empirical Analysis Based on Chinese Listed Companies.
Proceedings of the Learning from the past & charting the future of the discipline. 14th Americas Conference on Information Systems, 2008


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