Frontiers of Computer Science

Article	Citations
Towards practical data alignment in production federated learning	643
Communication-robust multi-agent learning by adaptable auxiliary multi-agent adversary generation	120
Few-shot node classification via local adaptive discriminant structure learning	99
Structure attack on full-round DBST	92
Accountable attribute-based authentication with fine-grained access control and its application to crowdsourcing	91
Sub-Nyquist sampling-based wideband spectrum sensing: a compressed power spectrum estimation approach	60
Self-corrected unsupervised domain adaptation	52
Model-based diagnosis with low-cost fault identification	50
cKBET: assessing goodness of batch effect correction for single-cell RNA-seq	50
ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory	42
Data quality matters: towards trajectory data collection under local differential privacy	41
How graph convolutions amplify popularity bias for recommendation?	38
Top Pass: improve code generation by pass@k-maximized code ranking	38
Exploiting comments information to improve legal public opinion news abstractive summarization	38
Pusher: an augmented fuzzer based on the connection between input and comparison operand	37
Identifying useful learnwares via learnable specification	36
Trajectory prediction based on grouped spatial-temporal encoder	35
Informative and diverse emotional conversation generation with variational recurrent pointer-generator	34
A lock-free approach to parallelizing personalized PageRank computations on GPU	32
RE2: improving Chinese grammatical error correction via retrieving appropriate examples with explanation	31
MiMu: mitigating multiple shortcut learning behavior of transformers	27
An efficient atomic cross-chain commitment resisting fork fraud	27
Protein acetylation sites with complex-valued polynomial model	26
Revenue-maximizing online stable task assignment on taxi-dispatching platforms	26
A comprehensive survey on graph neural network accelerators	26

Minimizing the cost of periodically replicated systems via model and quantitative analysis	25
ResLNet: deep residual LSTM network with longer input for action recognition	25
Advanced persistent threat detection via mining long-term features in provenance graphs	25
Tool learning with large language models: a survey	24
Debiasing vision-language models for vision tasks: a survey	24
VenomAttack: automated and adaptive activity hijacking in Android	23
Underwater image enhancement by maximum-likelihood based adaptive color correction and robust scattering removal	23
Person video alignment with human pose registration	22
A data representation method using distance correlation	22
Fixed-parameter tractability of capacitated k-facility location	22
Erratum to: Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	21
E2CNN: entity-type-enriched cascaded neural network for Chinese financial relation extraction	21
Inertial projection neural network for nonconvex sparse signal recovery with prior information	21
SCG-tree: shortcut enhanced graph hierarchy tree for efficient spatial queries on massive road networks	20
The governance technology for blockchain systems: a survey	19
MILCAnet: a dominant feature attention framework for enhanced multimodal data analysis in depression detection	19
Label distribution similarity-based noise correction for crowdsourcing	19
Graph convolution machine for context-aware recommender system	18
I know I don’t know: an evidential deep learning framework for traffic classification	18
Representation learning via an integrated autoencoder for unsupervised domain adaptation	18
Teachers cooperation: team-knowledge distillation for multiple cross-domain few-shot learning	18
Rumor detection with self-supervised learning on texts and social graph	18
Human-machine interactive streaming anomaly detection by online self-adaptive forest	17
Bibliometric analysis of research talent evaluation in Chinese universities: data mining approach	17
Incentive mechanism design via smart contract in blockchain-based edge-assisted crowdsensing	17
Group control for procedural rules: parameterized complexity and consecutive domains	16
Energy inefficiency diagnosis for Android applications: a literature review	16
On the exact quantum query complexity of MOD and EXACT functions	16
K-ary search tree revisited: improving construction and intersection efficiency	15
A multi-projection recurrent model for hypernym detection and discovery	15
TransRec++: Translation-based sequential recommendation with heterogeneous feedback	14
Research on key technologies of edge cache in virtual data space across WAN	14
RVAM16: a low-cost multiple-ISA processor based on RISC-V and ARM Thumb	14
SEOT: Secure dynamic searchable encryption with outsourced ownership transfer	14
Integrating element correlation with prompt-based spatial relation extraction	14
GaussDB-AISQL: a composable cloud-native SQL system with AI capabilities	14
CAD-NeRF: learning NeRFs from uncalibrated few-view images by CAD model retrieval	14
Towards kernelizing the classifier for hyperbolic data	14
Robust AUC maximization for classification with pairwise confidence comparisons	14
Spreadsheet quality assurance: a literature review	14
Visibility restoration for real-world hazy images via improved physical model and Gaussian total variation	14
Factor-wise disentangled contrastive learning for cross-domain few-shot molecular property prediction	13
On the hardness of NTRU problems	13
On the parameterized complexity of minimum/maximum degree vertex deletion on several special graphs	13
Multi-constraint reinforcement learning in complex robot environments	13
MMKFB: multi-client and multi-keyword searchable symmetric encryption with forward and backward privacy	13
ncRNA2MetS v2.0: a manually curated database for metabolic syndrome-associated ncRNAs	13
An approach for detecting LDoS attack based on cloud model	12
Kronos: towards bus contention-aware job scheduling in warehouse scale computers	12
Incorporating contextual evidence to improve implicit discourse relation recognition in Chinese	12

BA-GNN: Behavior-aware graph neural network for session-based recommendation	12
DualMamba: a patch-based model with dual mamba for long-term time series forecasting	12
Learning multi-tasks with inconsistent labels by using auxiliary big task	12
Improved paraphrase generation via controllable latent diffusion	12
The rhythm of execution: unveiling the impact of sandbox execution time on cyber threat intelligence data	12
Bidirectional chain-of-thought for zero-shot object navigation	12
A user requirements-oriented privacy policy self-adaption scheme in cloud computing	11
SR-AFU: super-resolution network using adaptive frequency component upsampling and multi-resolution features	11
Exact satisfiability and phase transition analysis of the regular (k, d)-CNF formula	11
A survey on learning from graphs with heterophily: recent advances and future directions	11
Single image super-resolution: a comprehensive review and recent insight	11
Generating empathetic responses through emotion tracking and constraint guidance	11
An efficient graph data compression model based on the germ quotient set structure	11
System dynamics based evolutionary game model for data transaction quality regulation	11
Graph-Segmenter: graph transformer with boundary-aware attention for semantic segmentation	11
D-Cubicle: boosting data transfer dynamically for large-scale analytical queries in single-GPU systems	11
Referring image segmentation with attention guided cross modal fusion for semantic oriented languages	11
Multi-user reinforcement learning based task migration in mobile edge computing	11
VSAN: A new visualization method for super-large-scale academic networks	10
Exploring speech clues for Chinese aspect-based sentiment analysis	10
Attribute augmentation-based label integration for crowdsourcing	10
Announcement of the 2024 FCS Paper Awards	10
Streaming algorithms for triangle counting: adversarial robustness and the weighted case	10
Labeling-based centrality approaches for identifying critical edges on temporal graphs	10
A survey of dynamic graph neural networks	10
Foundation model enhanced derivative-free cognitive diagnosis	10
Unsupervised spectral feature selection algorithms for high dimensional data	10
Exploiting blockchain for dependable services in zero-trust vehicular networks	10
Index-free triangle-based graph local clustering	10
Offline/online attribute-based searchable encryption scheme from ideal lattices for IoT	9
ICCG: low-cost and efficient consistency with adaptive synchronization for metadata replication	9
Adaptive detection of encrypted malware traffic via fully convolutional masked autoencoders	9
Foundation models for topic modeling: a case study	9
Fully distributed identity-based threshold signatures with identifiable aborts	9
ISM: intra-class similarity mixing for time series augmentation	9
On the upper bounds of (1,0)-super solutions for the regular balanced random (k,2s)-SAT problem	9
VIS+AI: integrating visualization with artificial intelligence for efficient data analysis	9
Dynamic traveling time forecasting based on spatial-temporal graph convolutional networks	9
Adaptive network combination for single-image reflection removal: a domain generalization perspective	9
Collective domain adversarial learning for unsupervised domain adaptation	9
A graph-based contrastive learning framework for medicare insurance fraud detection	9
Linkable and traceable anonymous authentication with fine-grained access control	9
Super solutions of the model RB	8
Certificateless network coding proxy signatures from lattice	8
Accelerating constraint-based neural network repairs by example prioritization and selection	8
Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	8
Meaningful image encryption algorithm based on compressive sensing and integer wavelet transform	8
ARCosmetics: a real-time augmented reality cosmetics try-on system	8
Disk based pay-as-you-go record linkage	8
EMP3D: an emergency medical procedures 3D dataset with pose and shape	8
SSA: semantic structure aware inference on CNN networks for weakly pixel-wise dense predictions without cost	8
Precise sensitivity recognizing, privacy preserving, knowledge graph-based method for trajectory data publication	8
Learning from shortcut: a shortcut-guided approach for explainable graph learning	8
Quantifying predictability of sequential recommendation via logical constraints	8
Precise control of page cache for containers	8
Exploiting large language model with reinforcement learning for generative job recommendations	8
Achieving >97% on GSM8K: deeply understanding the problems makes LLMs better solvers for math word problems	8
MLDA: a multi-level k-degree anonymity scheme on directed social network graphs	8
Task-aware pre-training for facial action analysis	8
Joint fuzzy background and adaptive foreground model for moving target detection	8
Endowing rotation invariance for 3D finger shape and vein verification	8
Learning group interaction for sports video understanding from a perspective of athlete	8
Graph neural networks for financial fraud detection: a review	8
Large language models make sample-efficient recommender systems	8
An effective fault localization approach for Verilog based on enhanced contexts	8
Further study on indecomposable cryptographic functions	7
CRD-CGAN: category-consistent and relativistic constraints for diverse text-to-image generation	7
Combating with extremely noisy samples in weakly supervised slot filling for automatic diagnosis	7
EduStudio: towards a unified library for student cognitive modeling	7
A comprehensive survey of federated transfer learning: challenges, methods and applications	7
Enhancing data quality with effective feature selection and privacy protection	7
A survey on 3D editing based on NeRF and 3DGS	7
The future of cognitive strategy-enhanced persuasive dialogue agents: new perspectives and trends	7
Dynamic-EC: an efficient dynamic erasure coding method for permissioned blockchain systems	7
Generalized splitting-ring number theoretic transform	7
Exploring the tidal effect of urban business district with large-scale human mobility data	7
Interpretation with baseline shapley value for feature groups on tree models	7
Improved differential-neural cryptanalysis for round-reduced SIMECK32/64	7
Traceable and revocable multi-authority ABE supporting decryption outsourcing and policy update for cloud data access control	7
Differential privacy histogram publishing method based on dynamic sliding window	7

A hybrid memory architecture supporting fine-grained data migration	7
FedTop: a constraint-loosed federated learning aggregation method against poisoning attack	7
Delegable zk-SNARKs with proxies	7
Domain-specific feature elimination: multi-source domain adaptation for image classification	7
Efficient multi-scale community search method based on spectral graph wavelet	7
Leveraging auxiliary-tasks for height and weight estimation with pose-disentanglement	7