Frontiers of Computer Science

Article	Citations
Towards practical data alignment in production federated learning	689
Communication-robust multi-agent learning by adaptable auxiliary multi-agent adversary generation	127
Structure attack on full-round DBST	96
Sub-Nyquist sampling-based wideband spectrum sensing: a compressed power spectrum estimation approach	91
cKBET: assessing goodness of batch effect correction for single-cell RNA-seq	64
Model-based diagnosis with low-cost fault identification	58
ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory	53
Data quality matters: towards trajectory data collection under local differential privacy	52
Exploiting comments information to improve legal public opinion news abstractive summarization	46
Top Pass: improve code generation by pass@k-maximized code ranking	43
Few-shot node classification via local adaptive discriminant structure learning	42
How graph convolutions amplify popularity bias for recommendation?	42
Accountable attribute-based authentication with fine-grained access control and its application to crowdsourcing	42
Identifying useful learnwares via learnable specification	40
Debiasing vision-language models for vision tasks: a survey	39
Trajectory prediction based on grouped spatial-temporal encoder	39
Informative and diverse emotional conversation generation with variational recurrent pointer-generator	36
A lock-free approach to parallelizing personalized PageRank computations on GPU	35
RE2: improving Chinese grammatical error correction via retrieving appropriate examples with explanation	32
MiMu: mitigating multiple shortcut learning behavior of transformers	29
Advanced persistent threat detection via mining long-term features in provenance graphs	28
Revenue-maximizing online stable task assignment on taxi-dispatching platforms	27
An efficient atomic cross-chain commitment resisting fork fraud	27
Minimizing the cost of periodically replicated systems via model and quantitative analysis	27
Tool learning with large language models: a survey	26

Protein acetylation sites with complex-valued polynomial model	26
ResLNet: deep residual LSTM network with longer input for action recognition	26
A comprehensive survey on graph neural network accelerators	26
A data representation method using distance correlation	25
Underwater image enhancement by maximum-likelihood based adaptive color correction and robust scattering removal	25
Fixed-parameter tractability of capacitated k-facility location	25
VenomAttack: automated and adaptive activity hijacking in Android	25
Person video alignment with human pose registration	24
E2CNN: entity-type-enriched cascaded neural network for Chinese financial relation extraction	23
Inertial projection neural network for nonconvex sparse signal recovery with prior information	23
MILCAnet: a dominant feature attention framework for enhanced multimodal data analysis in depression detection	22
SCG-tree: shortcut enhanced graph hierarchy tree for efficient spatial queries on massive road networks	22
Erratum to: Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	22
Representation learning via an integrated autoencoder for unsupervised domain adaptation	21
Teachers cooperation: team-knowledge distillation for multiple cross-domain few-shot learning	21
Rumor detection with self-supervised learning on texts and social graph	20
Bibliometric analysis of research talent evaluation in Chinese universities: data mining approach	19
I know I don’t know: an evidential deep learning framework for traffic classification	19
Graph convolution machine for context-aware recommender system	19
Incentive mechanism design via smart contract in blockchain-based edge-assisted crowdsensing	18
Human-machine interactive streaming anomaly detection by online self-adaptive forest	18
Group control for procedural rules: parameterized complexity and consecutive domains	17
On the exact quantum query complexity of MOD and EXACT functions	17
The governance technology for blockchain systems: a survey	17
Label distribution similarity-based noise correction for crowdsourcing	17
Energy inefficiency diagnosis for Android applications: a literature review	17
A multi-projection recurrent model for hypernym detection and discovery	17
TransRec++: Translation-based sequential recommendation with heterogeneous feedback	16
K-ary search tree revisited: improving construction and intersection efficiency	16
SEOT: Secure dynamic searchable encryption with outsourced ownership transfer	16
Integrating element correlation with prompt-based spatial relation extraction	16
Towards kernelizing the classifier for hyperbolic data	15
RVAM16: a low-cost multiple-ISA processor based on RISC-V and ARM Thumb	15
Robust AUC maximization for classification with pairwise confidence comparisons	15
Spreadsheet quality assurance: a literature review	14
Factor-wise disentangled contrastive learning for cross-domain few-shot molecular property prediction	14
GaussDB-AISQL: a composable cloud-native SQL system with AI capabilities	14
Visibility restoration for real-world hazy images via improved physical model and Gaussian total variation	14
MMKFB: multi-client and multi-keyword searchable symmetric encryption with forward and backward privacy	14
Research on key technologies of edge cache in virtual data space across WAN	14
On the hardness of NTRU problems	14
ncRNA2MetS v2.0: a manually curated database for metabolic syndrome-associated ncRNAs	14
CAD-NeRF: learning NeRFs from uncalibrated few-view images by CAD model retrieval	14
Improved paraphrase generation via controllable latent diffusion	13
BA-GNN: Behavior-aware graph neural network for session-based recommendation	13
DualMamba: a patch-based model with dual mamba for long-term time series forecasting	13
A survey on learning from graphs with heterophily: recent advances and future directions	13
System dynamics based evolutionary game model for data transaction quality regulation	13
On the parameterized complexity of minimum/maximum degree vertex deletion on several special graphs	13
Incorporating contextual evidence to improve implicit discourse relation recognition in Chinese	13

The rhythm of execution: unveiling the impact of sandbox execution time on cyber threat intelligence data	13
A user requirements-oriented privacy policy self-adaption scheme in cloud computing	12
Multi-constraint reinforcement learning in complex robot environments	12
Bidirectional chain-of-thought for zero-shot object navigation	12
Graph-Segmenter: graph transformer with boundary-aware attention for semantic segmentation	12
D-Cubicle: boosting data transfer dynamically for large-scale analytical queries in single-GPU systems	12
Learning multi-tasks with inconsistent labels by using auxiliary big task	12
An approach for detecting LDoS attack based on cloud model	12
Kronos: towards bus contention-aware job scheduling in warehouse scale computers	12
Generating empathetic responses through emotion tracking and constraint guidance	11
Unsupervised spectral feature selection algorithms for high dimensional data	11
An efficient graph data compression model based on the germ quotient set structure	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
Single image super-resolution: a comprehensive review and recent insight	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	10
Announcement of the 2024 FCS Paper Awards	10
Attribute augmentation-based label integration for crowdsourcing	10
Offline/online attribute-based searchable encryption scheme from ideal lattices for IoT	10
Exploiting blockchain for dependable services in zero-trust vehicular networks	10
Exploring speech clues for Chinese aspect-based sentiment analysis	10
Foundation model enhanced derivative-free cognitive diagnosis	10
VSAN: A new visualization method for super-large-scale academic networks	10
On the upper bounds of (1,0)-super solutions for the regular balanced random (k,2s)-SAT problem	10
Index-free triangle-based graph local clustering	10
Labeling-based centrality approaches for identifying critical edges on temporal graphs	10
Streaming algorithms for triangle counting: adversarial robustness and the weighted case	10
A survey of dynamic graph neural networks	10
Adaptive network combination for single-image reflection removal: a domain generalization perspective	10
ISM: intra-class similarity mixing for time series augmentation	10
Adaptive detection of encrypted malware traffic via fully convolutional masked autoencoders	9
Linkable and traceable anonymous authentication with fine-grained access control	9
Super solutions of the model RB	9
A graph-based contrastive learning framework for medicare insurance fraud detection	9
ICCG: low-cost and efficient consistency with adaptive synchronization for metadata replication	9
EMP3D: an emergency medical procedures 3D dataset with pose and shape	9
SSA: semantic structure aware inference on CNN networks for weakly pixel-wise dense predictions without cost	9
VIS+AI: integrating visualization with artificial intelligence for efficient data analysis	9
Collective domain adversarial learning for unsupervised domain adaptation	9
Foundation models for topic modeling: a case study	9
Task-aware pre-training for facial action analysis	9
Dynamic traveling time forecasting based on spatial-temporal graph convolutional networks	9
Fully distributed identity-based threshold signatures with identifiable aborts	9
ARCosmetics: a real-time augmented reality cosmetics try-on system	8
Accelerating constraint-based neural network repairs by example prioritization and selection	8
Achieving >97% on GSM8K: deeply understanding the problems makes LLMs better solvers for math word problems	8
Certificateless network coding proxy signatures from lattice	8
Learning group interaction for sports video understanding from a perspective of athlete	8
Generalized splitting-ring number theoretic transform	8
Large language models make sample-efficient recommender systems	8
Precise control of page cache for containers	8
Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	8
Disk based pay-as-you-go record linkage	8
MLDA: a multi-level k-degree anonymity scheme on directed social network graphs	8
Learning from shortcut: a shortcut-guided approach for explainable graph learning	8
Endowing rotation invariance for 3D finger shape and vein verification	8
Dynamic-EC: an efficient dynamic erasure coding method for permissioned blockchain systems	8
Meaningful image encryption algorithm based on compressive sensing and integer wavelet transform	8
Joint fuzzy background and adaptive foreground model for moving target detection	8
An effective fault localization approach for Verilog based on enhanced contexts	8
Quantifying predictability of sequential recommendation via logical constraints	8
Graph neural networks for financial fraud detection: a review	8
Combating with extremely noisy samples in weakly supervised slot filling for automatic diagnosis	8
A hybrid memory architecture supporting fine-grained data migration	8
Exploiting large language model with reinforcement learning for generative job recommendations	8
Delegable zk-SNARKs with proxies	7
Domain-specific feature elimination: multi-source domain adaptation for image classification	7
Differential privacy histogram publishing method based on dynamic sliding window	7
Further study on indecomposable cryptographic functions	7
FedTop: a constraint-loosed federated learning aggregation method against poisoning attack	7
Traceable and revocable multi-authority ABE supporting decryption outsourcing and policy update for cloud data access control	7
Improved differential-neural cryptanalysis for round-reduced SIMECK32/64	7
Clustered Reinforcement Learning	7
GenSC: a novel and general local search framework for set covering problem	7
DMCGuard: risky perils and fine-grained control on IoT multiple device management channels	7
Exploring the tidal effect of urban business district with large-scale human mobility data	7
Enhancing data quality with effective feature selection and privacy protection	7
Efficient multi-scale community search method based on spectral graph wavelet	7
EduStudio: towards a unified library for student cognitive modeling	7

Leveraging auxiliary-tasks for height and weight estimation with pose-disentanglement	7
CRD-CGAN: category-consistent and relativistic constraints for diverse text-to-image generation	7
The future of cognitive strategy-enhanced persuasive dialogue agents: new perspectives and trends	7
Interpretation with baseline shapley value for feature groups on tree models	7
A survey on 3D editing based on NeRF and 3DGS	7
Cryptanalysis of DBST, a lightweight block cipher	6
FedSIN: information network representation based on federated self-adaptive learning	6
BSKCN and BSAML: blind signatures from the module lattice and the asymmetric module lattice	6
ABLkit: a Python toolkit for abductive learning	6
Towards an integrated risk analysis security framework according to a systematic analysis of existing proposals	6
Accelerating local SGD for non-IID data using variance reduction	6
Traceable ring signature schemes based on SM2 digital signature algorithm and its applications in the data sharing scheme	6
End-to-end congestion control in datacenter networks: a survey	6
A comprehensive survey of federated transfer learning: challenges, methods and applications	6
Data fusing and joint training for learning with noisy labels	6
New logarithmic step size for stochastic gradient descent	6
Shape-intensity knowledge distillation for robust medical image segmentation	6
IP2vec: an IP node representation model for IP geolocation	6
IXT: Improved searchable encryption for multi-word queries based on PSI	6
Expanding the sequence spaces of synthetic binding protein using deep learning-based framework ProteinMPNN	6
FedDAA: a robust federated learning framework to protect privacy and defend against adversarial attack	6
A hybrid approach to formulaic alpha discovery with large language model assistance	6
ROS package search for robot software development: a knowledge graph-based approach	6
Robust and semantic-faithful post-hoc watermarking of text generated by black-box language models	6
Aspect-level sentiment analysis based on semantic heterogeneous graph convolutional network	6
A network integrated performance evaluation method based on multi-attribute decisions of topology and traffic	6
circ2CBA: prediction of circRNA-RBP binding sites combining deep learning and attention mechanism	6
Automated GUI widgets classification	5
GFAKaleidos: a tool for computing and comparing pangenome graph statistics	5
Label distribution learning for scene text detection	5
SharpSMT: a scalable toolkit for measuring solution spaces of SMT(LA) formulas	5
Embracing connected intelligence with the YuanOS architecture: one OS kit for all	5
Cascade context-oriented spatio-temporal attention network for efficient and fine-grained video-grounded dialogues	5
Vision-based 3D occupancy prediction in autonomous driving: a review and outlook	5
Introducing on-chain graph data to consortium blockchain for commercial transactions	5
Bidirectional Transformer with absolute-position aware relative position encoding for encoding sentences	5
Dynamic depth-width optimization for capsule graph convolutional network	5
A survey on EOSIO systems security: vulnerability, attack, and mitigation	5
A novel dense retrieval framework for long document retrieval	5
BI-TE: achieving GNN-based bandwidth indistinguishable traffic engineering in multi-domain SDN	5
BGNN: Behavior-aware graph neural network for heterogeneous session-based recommendation	5
RPND: a rule guided link prediction model with specific-path selection	5
PSLDA: a novel supervised pseudo document-based topic model for short texts	5
FLAPS: fluctuation-aware power auction strategy for reducing the power overload probability	5
CW-YOLO: joint learning for mask wearing detection in low-light conditions	5
Collecting and analyzing key-value data under shuffled differential privacy	5
Line drawing via saliency map and ETF	5
Numerical evaluation on sub-Nyquist spectrum reconstruction methods	5
PyABV: a framework for enhancing PyRTL with assertion-based verification	5
Provable secure authentication key agreement for wireless body area networks	5
SEOE: an option graph based semantically embedding method for prenatal depression detection	5
ACbot: an IIoT platform for industrial robots	5
Deep active sampling with self-supervised learning	5
Unsupervised lightweight 3D convolutional network for enhanced infrared imaging in wearable devices	5
ProSyno: context-free prompt learning for synonym discovery	5
The most tenuous group query	5
Towards spatial computing: recent advances in multimodal natural interaction for Extended Reality headsets	5
PediaBench: a comprehensive Chinese pediatric dataset for benchmarking large language models	5
MAML2: meta reinforcement learning via meta-learning for task categories	5
A perspective on Petri Net learning	5
Metric learning for domain adversarial network	5
Robust load-balanced backbone-based multicast routing in mobile opportunistic networks	5
Community search over heterogeneous information networks via weighting strategy and query replacement	4
A search-based identification of variable microservices for enterprise SaaS	4
Discriminative explicit instance selection for implicit discourse relation classification	4
Audio-guided self-supervised learning for disentangled visual speech representations	4
EyeAuth: smartphone user authentication via reflexive eye movements	4
A MLP-Mixer and mixture of expert model for remaining useful life prediction of lithium-ion batteries	4
COURIER: contrastive user intention reconstruction for large-scale visual recommendation	4
Decoupled deep hough voting for point cloud registration	4
FragDPI: a novel drug-protein interaction prediction model based on fragment understanding and unified coding	4
Robust domain adaptation with noisy and shifted label distribution	4
CompactChain: an efficient stateless chain for UTXO-model blockchain	4
Offline model-based reinforcement learning with causal structured world models	4
Learning contextual information and task alignment for emotion cause extraction in conversation	4
Memory replay with unlabeled data for semi-supervised class-incremental learning via temporal consistency	4
UCat: heterogeneous memory management for unikernels	4
LMR-CBT: learning modality-fused representations with CB-Transformer for multimodal emotion recognition from unaligned multimodal sequences	4
Accelerating BERT inference with GPU-efficient exit prediction	4
A multi-stream network for retrosynthesis prediction	4
A program logic for obstruction-freedom	4
FedPD: personalized federated learning based on partial distillation	4
Distortion-free PCA on sample space for highly variable gene detection from single-cell RNA-seq data	4
Massively parallel algorithms for fully dynamic all-pairs shortest paths	4
Comment on “SAT requires exhaustive search”	4
A privacy-preserving group encryption scheme with identity exposure	4
A survey of discourse parsing	4
Tissue-like P systems with polarizations	4
ECG-I2S: a method for extracting heartbeat cycle and numerical signals from ECG captured images	4
A review on multi-view learning	4
Graph foundation model	4
Pairwise tagging framework for end-to-end emotion-cause pair extraction	4
Defense against local model poisoning attacks to byzantine-robust federated learning	4
A feature-wise attention module based on the difference with surrounding features for convolutional neural networks	4
Multi-granularity semantic alignment distillation learning for remote sensing image semantic segmentation	4