Frontiers of Computer Science

Article	Citations
Challenges and future directions of secure federated learning: a survey	63
DeepM6ASeq-EL: prediction of human N6-methyladenosine (m6A) sites with LSTM and ensemble learning	62
A survey on large language model based autonomous agents	60
Meaningful image encryption algorithm based on compressive sensing and integer wavelet transform	60
A survey of music emotion recognition	45
Graph convolution machine for context-aware recommender system	41
Image smog restoration using oblique gradient profile prior and energy minimization	37
A survey of Intel SGX and its applications	32
Brain tumor localization and segmentation using mask RCNN	31
Derivative-free reinforcement learning: a review	28
Protein interaction networks: centrality, modularity, dynamics, and applications	26
piEnPred: a bi-layered discriminative model for enhancers and their subtypes via novel cascade multi-level subset feature selection algorithm	25
Practical age estimation using deep label distribution learning	24
Compositional metric learning for multi-label classification	24
AIDEDNet: anti-interference and detail enhancement dehazing network for real-world scenes	23
Towards a better prediction of subcellular location of long non-coding RNA	23
Cancer classification with data augmentation based on generative adversarial networks	21
DNACDS: Cloud IoE big data security and accessing scheme based on DNA cryptography	20
Rumor detection with self-supervised learning on texts and social graph	20
A subgraph matching algorithm based on subgraph index for knowledge graph	19
Aspect-level sentiment analysis based on semantic heterogeneous graph convolutional network	18
String kernels construction and fusion: a survey with bioinformatics application	17
Privacy preserving secure expansive aggregation with malicious node identification in linear wireless sensor networks	17
Rehearsal: learning from prediction to decision	16
Mean estimation over numeric data with personalized local differential privacy	16

SCENERY: a lightweight block cipher based on Feistel structure	16
A mobile edge computing-based applications execution framework for Internet of Vehicles	16
VIS+AI: integrating visualization with artificial intelligence for efficient data analysis	15
Exploring associations between streetscape factors and crime behaviors using Google Street View images	15
Identification of differential brain regions in MCI progression via clustering-evolutionary weighted SVM ensemble algorithm	15
Instance-sequence reasoning for video question answering	14
Label distribution for multimodal machine learning	14
The mass, fake news, and cognition security	14
Attention based simplified deep residual network for citywide crowd flows prediction	13
ABDKS: attribute-based encryption with dynamic keyword search in fog computing	13
Domain-specific feature elimination: multi-source domain adaptation for image classification	12
A survey on federated learning: a perspective from multi-party computation	12
BGNN: Behavior-aware graph neural network for heterogeneous session-based recommendation	12
Multiband decomposition and spectral discriminative analysis for motor imagery BCI via deep neural network	12
Visual abstraction of dynamic network via improved multi-class blue noise sampling	12
iNet: visual analysis of irregular transition in multivariate dynamic networks	12
Semi-supervised community detection on attributed networks using non-negative matrix tri-factorization with node popularity	12
New development of cognitive diagnosis models	12
DBST: a lightweight block cipher based on dynamic S-box	11
Parallel exploration via negatively correlated search	11
Hierarchical data replication strategy to improve performance in cloud computing	11
Large sequence models for sequential decision-making: a survey	11
GridNet: efficiently learning deep hierarchical representation for 3D point cloud understanding	11
Attribute augmentation-based label integration for crowdsourcing	11
Vehicle color recognition based on smooth modulation neural network with multi-scale feature fusion	11
Single image super-resolution: a comprehensive review and recent insight	10
Side-channel analysis attacks based on deep learning network	10
DRPS: efficient disk-resident parameter servers for distributed machine learning	10
Identification and classification of promoters using the attention mechanism based on long short-term memory	10
BA-GNN: Behavior-aware graph neural network for session-based recommendation	10
Effort-aware cross-project just-in-time defect prediction framework for mobile apps	10
ResLNet: deep residual LSTM network with longer input for action recognition	10
Collaborative eye tracking based code review through real-time shared gaze visualization	10
A survey of discourse parsing	10
A Monte Carlo Neural Fictitious Self-Play approach to approximate Nash Equilibrium in imperfect-information dynamic games	10
A survey of operating system support for persistent memory	10
A systematic study on the role of SentiWordNet in opinion mining	9
circ2CBA: prediction of circRNA-RBP binding sites combining deep learning and attention mechanism	9
Pairwise tagging framework for end-to-end emotion-cause pair extraction	9
Protein acetylation sites with complex-valued polynomial model	9
Performance optimization for cloud computing systems in the microservice era: state-of-the-art and research opportunities	9
An efficient and authenticated key establishment scheme based on fog computing for healthcare system	9
Community detection with attributed random walk via seed replacement	9
Using BiLSTM with attention mechanism to automatically detect self-admitted technical debt	8
An improved master-apprentice evolutionary algorithm for minimum independent dominating set problem	8
Verifiable searchable symmetric encryption for conjunctive keyword queries in cloud storage	8
Representation learning via an integrated autoencoder for unsupervised domain adaptation	8
Experience report: investigating bug fixes in machine learning frameworks/libraries	8
Demystifying Ethereum account diversity: observations, models and analysis	8
Jointly beam stealing attackers detection and localization without training: an image processing viewpoint	8

Citywide package deliveries via crowdshipping: minimizing the efforts from crowdsourcers	8
Weapon-target assignment in unreliable peer-to-peer architecture based on adapted artificial bee colony algorithm	8
A novel DNA-inspired encryption strategy for concealing cloud storage	8
Speech-driven facial animation with spectral gathering and temporal attention	8
Iterative Android automated testing	8
A search-based identification of variable microservices for enterprise SaaS	8
Cross-scene passive human activity recognition using commodity WiFi	8
Self-corrected unsupervised domain adaptation	8
Resource abstraction and data placement for distributed hybrid memory pool	7
Effective ensemble learning approach for SST field prediction using attention-based PredRNN	7
Learning label-specific features for decomposition-based multi-class classification	7
LMR-CBT: learning modality-fused representations with CB-Transformer for multimodal emotion recognition from unaligned multimodal sequences	7
Endowing rotation invariance for 3D finger shape and vein verification	7
Task assignment for social-oriented crowdsourcing	7
Intellectual property protection for deep semantic segmentation models	7
Controllable data synthesis method for grammatical error correction	7
Physiological-physical feature fusion for automatic voice spoofing detection	7
An efficient deep learning-assisted person re-identification solution for intelligent video surveillance in smart cities	7
Degradation-adaptive neural network for jointly single image dehazing and desnowing	7
A bi-metric autoscaling approach for n-tier web applications on kubernetes	7
A learnable self-supervised task for unsupervised domain adaptation on point cloud classification and segmentation	7
The utilization of algorithms for cloud internet of things application domains: a review	7
MSDA: multi-subset data aggregation scheme without trusted third party	7
TransRec++: Translation-based sequential recommendation with heterogeneous feedback	7
Quantifying predictability of sequential recommendation via logical constraints	7
Fault-tolerant hamiltonian cycles and paths embedding into locally exchanged twisted cubes	6
Joint user profiling with hierarchical attention networks	6
Robust watermarking of databases in order-preserving encrypted domain	6
Differential privacy histogram publishing method based on dynamic sliding window	6
Prediction of job characteristics for intelligent resource allocation in HPC systems: a survey and future directions	6
A simple construction of CRT-based ideal secret sharing scheme and its security extension based on common factor	6
Physical layer authentication for automotive cyber physical systems based on modified HB protocol	6
A framework combines supervised learning and dense subgraphs discovery to predict protein complexes	6
A verifiable privacy-preserving data collection scheme supporting multi-party computation in fog-based smart grid	6
Visibility restoration for real-world hazy images via improved physical model and Gaussian total variation	6
Unsupervised statistical text simplification using pre-trained language modeling for initialization	6
BIC-based node order learning for improving Bayesian network structure learning	6
AE-TPGG: a novel autoencoder-based approach for single-cell RNA-seq data imputation and dimensionality reduction	6
FPGA sharing in the cloud: a comprehensive analysis	6
Weakly supervised temporal action localization with proxy metric modeling	6
IP-geolocater: a more reliable IP geolocation algorithm based on router error training	6
Defense against local model poisoning attacks to byzantine-robust federated learning	6
Local feature aggregation algorithm based on graph convolutional network	6
Towards an integrated risk analysis security framework according to a systematic analysis of existing proposals	5
Three-dimensional quantum wavelet transforms	5
Exploiting user behavior learning for personalized trajectory recommendations	5
An efficient memory data organization strategy for application-characteristic graph processing	5
A feature-wise attention module based on the difference with surrounding features for convolutional neural networks	5
DOF: a generic approach of domain ontology fuzzification	5
Accountable attribute-based authentication with fine-grained access control and its application to crowdsourcing	5
MAML2: meta reinforcement learning via meta-learning for task categories	5
Toward few-shot domain adaptation with perturbation-invariant representation and transferable prototypes	5
Multi-dimensional information-driven many-objective software remodularization approach	5
TPRPF: a preserving framework of privacy relations based on adversarial training for texts in big data	5
A time-aware hybrid recommendation scheme combining content-based and collaborative filtering	5
Bi-objective evolutionary Bayesian network structure learning via skeleton constraint	5
Full friendly index sets of mCn	5
Evolutionary selection for regression test cases based on diversity	5
Unsupervised spectral feature selection algorithms for high dimensional data	5
OCSO-CA: opposition based competitive swarm optimizer in energy efficient IoT clustering	5
On the analysis of ant colony optimization for the maximum independent set problem	5
Self-adaptive label filtering learning for unsupervised domain adaptation	5
Wi-Fi based non-invasive detection of indoor wandering using LSTM model	5
Label distribution learning for scene text detection	5
Semantic and secure search over encrypted outsourcing cloud based on BERT	5
VColor*: a practical approach for coloring large graphs	4
Fine-grained management of I/O optimizations based on workload characteristics	4
Multi-affect(ed): improving recommendation with similarity-enhanced user reliability and influence propagation	4
EcoVis: visual analysis of industrial-level spatio-temporal correlations in electricity consumption	4
Data fusing and joint training for learning with noisy labels	4
Performance analysis of ASR system in hybrid DNN-HMM framework using a PWL euclidean activation function	4
WaveLines: towards effective visualization and analysis of stability in power grid simulation	4
Decoupled deep hough voting for point cloud registration	4
Person video alignment with human pose registration	4
Multi-granularity semantic alignment distillation learning for remote sensing image semantic segmentation	4
Blockchain based federated learning for intrusion detection for Internet of Things	4
A novel threshold changeable secret sharing scheme	4
A new design of parity-preserving reversible multipliers based on multiple-control toffoli synthesis targeting emerging quantum circuits	4
Nighttime image dehazing using color cast removal and dual path multi-scale fusion strategy	4
Scene-adaptive crowd counting method based on meta learning with dual-input network DMNet	4

ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory	4
A user requirements-oriented privacy policy self-adaption scheme in cloud computing	4
Fine-grained sequence-to-sequence lip reading based on self-attention and self-distillation	4
A primal-dual approximation algorithm for the k-prize-collecting minimum vertex cover problem with submodular penalties	4
A prompt-based approach to adversarial example generation and robustness enhancement	4
Active label distribution learning via kernel maximum mean discrepancy	4
SeBROP: blind ROP attacks without returns	4
Improving accuracy of automatic optical inspection with machine learning	4
A semi-transparent selective undo algorithm for multi-user collaborative editors	4
Optimal location query based on k nearest neighbours	4
A multi-objective reinforcement learning algorithm for deadline constrained scientific workflow scheduling in clouds	4
Federated learning-outcome prediction with multi-layer privacy protection	4
How graph convolutions amplify popularity bias for recommendation?	4
Efficient protocols for heavy hitter identification with local differential privacy	4
Model-based automated testing of JavaScript Web applications via longer test sequences	4
A fine-grained privacy protection data aggregation scheme for outsourcing smart grid	4
Adaptive watermark generation mechanism based on time series prediction for stream processing	4
PSLDA: a novel supervised pseudo document-based topic model for short texts	4
FragDPI: a novel drug-protein interaction prediction model based on fragment understanding and unified coding	4
Bidirectional Transformer with absolute-position aware relative position encoding for encoding sentences	4
A location-based fog computing optimization of energy management in smart buildings: DEVS modeling and design of connected objects	3
Efficient multi-scale community search method based on spectral graph wavelet	3
Sememe knowledge computation: a review of recent advances in application and expansion of sememe knowledge bases	3
IBEET-AOK: ID-based encryption with equality test against off-line KGAs for cloud medical services	3
An integrated pipeline model for biomedical entity alignment	3
Measuring code maintainability with deep neural networks	3
Sub-Nyquist spectrum sensing and learning challenge	3
Document structure model for survey generation using neural network	3
VulLoc: vulnerability localization based on inducing commits and fixing commits	3
An evaluation and query algorithm for the influence of spatial location based on RkNN	3
High-availability in-memory key-value store using RDMA and Optane DCPMM	3
Identification of human microRNA-disease association via low-rank approximation-based link propagation and multiple kernel learning	3
Model learning: a survey of foundations, tools and applications	3
LIDAR: learning from imperfect demonstrations with advantage rectification	3
Gauze: enabling communication-friendly block synchronization with cuckoo filter	3
A comprehensive study on fault tolerance in stream processing systems	3
Transportation mode detection using cumulative acoustic sensing and analysis	3
IXT: Improved searchable encryption for multi-word queries based on PSI	3
A lock-free approach to parallelizing personalized PageRank computations on GPU	3
Graph-Segmenter: graph transformer with boundary-aware attention for semantic segmentation	3
GRAMO: geometric resampling augmentation for monocular 3D object detection	3
Kronos: towards bus contention-aware job scheduling in warehouse scale computers	3
Research on key technologies of edge cache in virtual data space across WAN	3
A graph-based contrastive learning framework for medicare insurance fraud detection	3
User story clustering in agile development: a framework and an empirical study	3
MiTAR: a study on human activity recognition based on NLP with microscopic perspective	3
An improved multi-objective evolutionary algorithm for computation offloading in the multi-cloudlet environment	3
Incorporating metapath interaction on heterogeneous information network for social recommendation	3
An improved multi-attribute decision-making based network selection algorithm for heterogeneous vehicular network	3
GCSS: a global collaborative scheduling strategy for wide-area high-performance computing	3
Unpaired image to image transformation via informative coupled generative adversarial networks	3
Teachers cooperation: team-knowledge distillation for multiple cross-domain few-shot learning	3
Deep active sampling with self-supervised learning	3
Improving meta-learning model via meta-contrastive loss	3
DPPS: A novel dual privacy-preserving scheme for enhancing query privacy in continuous location-based services	3
In silico prediction methods of self-interacting proteins: an empirical and academic survey	3
Collecting and analyzing key-value data under shuffled differential privacy	3
Image copy-move forgery passive detection based on improved PCNN and self-selected sub-images	3
Few-shot node classification via local adaptive discriminant structure learning	3
A novel dense retrieval framework for long document retrieval	3
A MLP-Mixer and mixture of expert model for remaining useful life prediction of lithium-ion batteries	3
Return just your search: privacy-preserving homoglyph search for arbitrary languages	3
cKBET: assessing goodness of batch effect correction for single-cell RNA-seq	3
Towards better entity linking	3
Distant supervised relation extraction based on residual attention	3
A hybrid-order local search algorithm for set k-cover problem in wireless sensor networks	3
A blockchain-based framework for data quality in edge-computing-enabled crowdsensing	3
Human-machine interactive streaming anomaly detection by online self-adaptive forest	3
APPCorp: a corpus for Android privacy policy document structure analysis	3
Accelerating the cryo-EM structure determination in RELION on GPU cluster	3
Defocus blur detection using novel local directional mean patterns (LDMP) and segmentation via KNN matting	3
Accelerating temporal action proposal generation via high performance computing	3
Financial performance evaluation and forecasting of enterprises by the combination of PCA and CNN deep learning	3
Accelerating local SGD for non-IID data using variance reduction	3
VenomAttack: automated and adaptive activity hijacking in Android	2
Non-salient region erasure for time series augmentation	2
DiagDO: an efficient model based diagnosis approach with multiple observations	2
Fully distributed identity-based threshold signatures with identifiable aborts	2
New construction of highly nonlinear resilient S-boxes via linear codes	2
Low-cost client-side encryption and secure Internet of things (IoT) provisioning	2
Polynomial stacked-attention network for nationality classification	2
BVDFed: Byzantine-resilient and verifiable aggregation for differentially private federated learning	2
Semantic similarity-based program retrieval: a multi-relational graph perspective	2
Classification-oriented dawid skene model for transferring intelligence from crowds to machines	2
Scalable and adaptive log manager in distributed systems	2
An algorithm for solving satisfiability problem based on the structural information of formulas	2
Transferring priors from virtual data for crowd counting in real world	2
Exploiting comments information to improve legal public opinion news abstractive summarization	2
Heterogeneous information network embedding with incomplete multi-view fusion	2
Answering reachability queries with ordered label constraints over labeled graphs	2
Representation learning: serial-autoencoder for personalized recommendation	2
THS-GWNN: a deep learning framework for temporal network link prediction	2
A comprehensive perspective of contrastive self-supervised learning	2
Efficient policy evaluation by matrix sketching	2
RS-store: RDMA-enabled skiplist-based key-value store for efficient range query	2