Frontiers of Computer Science

Article	Citations
Few-shot node classification via local adaptive discriminant structure learning	583
Towards practical data alignment in production federated learning	98
Exploiting comments information to improve legal public opinion news abstractive summarization	97
Top Pass: improve code generation by pass@k-maximized code ranking	91
Compressed page walk cache	89
Structure attack on full-round DBST	58
Sub-Nyquist sampling-based wideband spectrum sensing: a compressed power spectrum estimation approach	47
ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory	45
Self-corrected unsupervised domain adaptation	44
cKBET: assessing goodness of batch effect correction for single-cell RNA-seq	41
How graph convolutions amplify popularity bias for recommendation?	37
Model-based diagnosis with low-cost fault identification	37
Communication-robust multi-agent learning by adaptable auxiliary multi-agent adversary generation	35
Accountable attribute-based authentication with fine-grained access control and its application to crowdsourcing	35
Pusher: an augmented fuzzer based on the connection between input and comparison operand	33
Trajectory prediction based on grouped spatial-temporal encoder	32
Revenue-maximizing online stable task assignment on taxi-dispatching platforms	32
Identifying useful learnwares via learnable specification	32
Informative and diverse emotional conversation generation with variational recurrent pointer-generator	29
A lock-free approach to parallelizing personalized PageRank computations on GPU	27
An efficient atomic cross-chain commitment resisting fork fraud	27
Minimizing the cost of periodically replicated systems via model and quantitative analysis	27
Advanced persistent threat detection via mining long-term features in provenance graphs	26
ResLNet: deep residual LSTM network with longer input for action recognition	24
Debiasing vision-language models for vision tasks: a survey	24

Protein acetylation sites with complex-valued polynomial model	24
MiMu: mitigating multiple shortcut learning behavior of transformers	24
Tool learning with large language models: a survey	24
A comprehensive survey on graph neural network accelerators	23
VenomAttack: automated and adaptive activity hijacking in Android	22
Underwater image enhancement by maximum-likelihood based adaptive color correction and robust scattering removal	22
Fixed-parameter tractability of capacitated k-facility location	22
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
A data representation method using distance correlation	21
Person video alignment with human pose registration	21
Incentive mechanism design via smart contract in blockchain-based edge-assisted crowdsensing	20
Label distribution similarity-based noise correction for crowdsourcing	20
Graph convolution machine for context-aware recommender system	19
Teachers cooperation: team-knowledge distillation for multiple cross-domain few-shot learning	19
Human-machine interactive streaming anomaly detection by online self-adaptive forest	19
Erratum to: Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	19
Representation learning via an integrated autoencoder for unsupervised domain adaptation	18
I know I don’t know: an evidential deep learning framework for traffic classification	18
SCG-tree: shortcut enhanced graph hierarchy tree for efficient spatial queries on massive road networks	18
Energy inefficiency diagnosis for Android applications: a literature review	17
The governance technology for blockchain systems: a survey	17
Rumor detection with self-supervised learning on texts and social graph	17
MILCAnet: a dominant feature attention framework for enhanced multimodal data analysis in depression detection	17
Bibliometric analysis of research talent evaluation in Chinese universities: data mining approach	17
On the exact quantum query complexity of MOD and EXACT functions	16
K-ary search tree revisited: improving construction and intersection efficiency	16
Group control for procedural rules: parameterized complexity and consecutive domains	16
A multi-projection recurrent model for hypernym detection and discovery	16
RVAM16: a low-cost multiple-ISA processor based on RISC-V and ARM Thumb	15
Spreadsheet quality assurance: a literature review	14
Visibility restoration for real-world hazy images via improved physical model and Gaussian total variation	14
SEOT: Secure dynamic searchable encryption with outsourced ownership transfer	14
Robust AUC maximization for classification with pairwise confidence comparisons	14
Towards kernelizing the classifier for hyperbolic data	14
CAD-NeRF: learning NeRFs from uncalibrated few-view images by CAD model retrieval	14
Integrating element correlation with prompt-based spatial relation extraction	14
TransRec++: Translation-based sequential recommendation with heterogeneous feedback	14
Research on key technologies of edge cache in virtual data space across WAN	14
GaussDB-AISQL: a composable cloud-native SQL system with AI capabilities	14
Multi-constraint reinforcement learning in complex robot environments	13
Model-based automated testing of JavaScript Web applications via longer test sequences	13
ncRNA2MetS v2.0: a manually curated database for metabolic syndrome-associated ncRNAs	13
Incorporating contextual evidence to improve implicit discourse relation recognition in Chinese	13
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	12
Learning multi-tasks with inconsistent labels by using auxiliary big task	12
An approach for detecting LDoS attack based on cloud model	12
Exploring associations between streetscape factors and crime behaviors using Google Street View images	12

A user requirements-oriented privacy policy self-adaption scheme in cloud computing	12
Exploiting user behavior learning for personalized trajectory recommendations	12
DualMamba: a patch-based model with dual mamba for long-term time series forecasting	12
MMKFB: multi-client and multi-keyword searchable symmetric encryption with forward and backward privacy	12
Single image super-resolution: a comprehensive review and recent insight	12
Graph-Segmenter: graph transformer with boundary-aware attention for semantic segmentation	11
Improved paraphrase generation via controllable latent diffusion	11
Kronos: towards bus contention-aware job scheduling in warehouse scale computers	11
System dynamics based evolutionary game model for data transaction quality regulation	11
Bidirectional chain-of-thought for zero-shot object navigation	11
A survey on learning from graphs with heterophily: recent advances and future directions	11
SR-AFU: super-resolution network using adaptive frequency component upsampling and multi-resolution features	11
BA-GNN: Behavior-aware graph neural network for session-based recommendation	11
D-Cubicle: boosting data transfer dynamically for large-scale analytical queries in single-GPU systems	11
Labeling-based centrality approaches for identifying critical edges on temporal graphs	10
Exact satisfiability and phase transition analysis of the regular (k, d)-CNF formula	10
SCARE and power attack on AES-like block ciphers with secret S-box	10
Foundation model enhanced derivative-free cognitive diagnosis	10
An efficient graph data compression model based on the germ quotient set structure	10
Generating empathetic responses through emotion tracking and constraint guidance	10
Announcement of the 2024 FCS Paper Awards	10
Multi-user reinforcement learning based task migration in mobile edge computing	10
Referring image segmentation with attention guided cross modal fusion for semantic oriented languages	10
Accelerating temporal action proposal generation via high performance computing	10
VSAN: A new visualization method for super-large-scale academic networks	9
Attribute augmentation-based label integration for crowdsourcing	9
ISM: intra-class similarity mixing for time series augmentation	9
Fully distributed identity-based threshold signatures with identifiable aborts	9
Offline/online attribute-based searchable encryption scheme from ideal lattices for IoT	9
Exploiting blockchain for dependable services in zero-trust vehicular networks	9
Unsupervised spectral feature selection algorithms for high dimensional data	9
On the upper bounds of (1,0)-super solutions for the regular balanced random (k,2s)-SAT problem	9
Collective domain adversarial learning for unsupervised domain adaptation	9
VIS+AI: integrating visualization with artificial intelligence for efficient data analysis	9
Index-free triangle-based graph local clustering	9
Streaming algorithms for triangle counting: adversarial robustness and the weighted case	9
A survey of dynamic graph neural networks	9
ICCG: low-cost and efficient consistency with adaptive synchronization for metadata replication	9
A graph-based contrastive learning framework for medicare insurance fraud detection	9
Adaptive network combination for single-image reflection removal: a domain generalization perspective	9
ARCosmetics: a real-time augmented reality cosmetics try-on system	8
Learning group interaction for sports video understanding from a perspective of athlete	8
Precise sensitivity recognizing, privacy preserving, knowledge graph-based method for trajectory data publication	8
Joint fuzzy background and adaptive foreground model for moving target detection	8
Certificateless network coding proxy signatures from lattice	8
EMP3D: an emergency medical procedures 3D dataset with pose and shape	8
An effective fault localization approach for Verilog based on enhanced contexts	8
Disk based pay-as-you-go record linkage	8
Exploiting large language model with reinforcement learning for generative job recommendations	8
Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	8
Large language models make sample-efficient recommender systems	8
Task-aware pre-training for facial action analysis	8
Super solutions of the model RB	8
Linkable and traceable anonymous authentication with fine-grained access control	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
Quantifying predictability of sequential recommendation via logical constraints	8
Monotonicity and nonmonotonicity in L3-valued propositional logic	8
Foundation models for topic modeling: a case study	8
Dynamic traveling time forecasting based on spatial-temporal graph convolutional networks	8
SSA: semantic structure aware inference on CNN networks for weakly pixel-wise dense predictions without cost	8
Accelerating constraint-based neural network repairs by example prioritization and selection	8
Learning from shortcut: a shortcut-guided approach for explainable graph learning	7
Dynamic-EC: an efficient dynamic erasure coding method for permissioned blockchain systems	7
Endowing rotation invariance for 3D finger shape and vein verification	7
CRD-CGAN: category-consistent and relativistic constraints for diverse text-to-image generation	7
Clustered Reinforcement Learning	7
EduStudio: towards a unified library for student cognitive modeling	7
Meaningful image encryption algorithm based on compressive sensing and integer wavelet transform	7
FedTop: a constraint-loosed federated learning aggregation method against poisoning attack	7
A hybrid memory architecture supporting fine-grained data migration	7
The future of cognitive strategy-enhanced persuasive dialogue agents: new perspectives and trends	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
Graph neural networks for financial fraud detection: a review	7
Precise control of page cache for containers	7
Generalized splitting-ring number theoretic transform	7
Combating with extremely noisy samples in weakly supervised slot filling for automatic diagnosis	7
Further study on indecomposable cryptographic functions	7
Delegable zk-SNARKs with proxies	7

Differential privacy histogram publishing method based on dynamic sliding window	7
Expanding the sequence spaces of synthetic binding protein using deep learning-based framework ProteinMPNN	6
A comprehensive survey of federated transfer learning: challenges, methods and applications	6
Cryptanalysis of DBST, a lightweight block cipher	6
Enhancing data quality with effective feature selection and privacy protection	6
Data fusing and joint training for learning with noisy labels	6
circ2CBA: prediction of circRNA-RBP binding sites combining deep learning and attention mechanism	6
Aspect-level sentiment analysis based on semantic heterogeneous graph convolutional network	6
IXT: Improved searchable encryption for multi-word queries based on PSI	6
Improved differential-neural cryptanalysis for round-reduced SIMECK32/64	6
Efficient multi-scale community search method based on spectral graph wavelet	6
A hybrid approach to formulaic alpha discovery with large language model assistance	6
FedDAA: a robust federated learning framework to protect privacy and defend against adversarial attack	6
Traceable ring signature schemes based on SM2 digital signature algorithm and its applications in the data sharing scheme	6
Towards an integrated risk analysis security framework according to a systematic analysis of existing proposals	6
BSKCN and BSAML: blind signatures from the module lattice and the asymmetric module lattice	6
Domain-specific feature elimination: multi-source domain adaptation for image classification	6
Shape-intensity knowledge distillation for robust medical image segmentation	6
FedSIN: information network representation based on federated self-adaptive learning	6
A network integrated performance evaluation method based on multi-attribute decisions of topology and traffic	6
IP2vec: an IP node representation model for IP geolocation	6
CW-YOLO: joint learning for mask wearing detection in low-light conditions	5
Mask guided diverse face image synthesis	5
Vision-based 3D occupancy prediction in autonomous driving: a review and outlook	5
ACbot: an IIoT platform for industrial robots	5
Robust and semantic-faithful post-hoc watermarking of text generated by black-box language models	5
BGNN: Behavior-aware graph neural network for heterogeneous session-based recommendation	5
A novel dense retrieval framework for long document retrieval	5
Nighttime image dehazing using color cast removal and dual path multi-scale fusion strategy	5
ROS package search for robot software development: a knowledge graph-based approach	5
Automated GUI widgets classification	5
Accelerating local SGD for non-IID data using variance reduction	5
PyABV: a framework for enhancing PyRTL with assertion-based verification	5
Flexibility and rigidity index for chromosome packing, flexibility and dynamics analysis	5
Distortion-free PCA on sample space for highly variable gene detection from single-cell RNA-seq data	5
PediaBench: a comprehensive Chinese pediatric dataset for benchmarking large language models	5
Towards spatial computing: recent advances in multimodal natural interaction for Extended Reality headsets	5
Bidirectional Transformer with absolute-position aware relative position encoding for encoding sentences	5
Introducing on-chain graph data to consortium blockchain for commercial transactions	5
BI-TE: achieving GNN-based bandwidth indistinguishable traffic engineering in multi-domain SDN	5
A survey on EOSIO systems security: vulnerability, attack, and mitigation	5
Robust load-balanced backbone-based multicast routing in mobile opportunistic networks	5
New logarithmic step size for stochastic gradient descent	5
SEOE: an option graph based semantically embedding method for prenatal depression detection	5
A perspective on Petri Net learning	5
The most tenuous group query	5
Label distribution learning for scene text detection	5
Line drawing via saliency map and ETF	5
Deep active sampling with self-supervised learning	5
Numerical evaluation on sub-Nyquist spectrum reconstruction methods	5
Collecting and analyzing key-value data under shuffled differential privacy	5
MAML2: meta reinforcement learning via meta-learning for task categories	5
Provable secure authentication key agreement for wireless body area networks	5
ABLkit: a Python toolkit for abductive learning	5
Metric learning for domain adversarial network	5
Dynamic depth-width optimization for capsule graph convolutional network	5
FLAPS: fluctuation-aware power auction strategy for reducing the power overload probability	5
Learning contextual information and task alignment for emotion cause extraction in conversation	4
A two-level meta-heuristic approach for the minimum dominating tree problem	4
Graph foundation model	4
CompactChain: an efficient stateless chain for UTXO-model blockchain	4
A feature-wise attention module based on the difference with surrounding features for convolutional neural networks	4
PSLDA: a novel supervised pseudo document-based topic model for short texts	4
Offline model-based reinforcement learning with causal structured world models	4
SharpSMT: a scalable toolkit for measuring solution spaces of SMT(LA) formulas	4
A multi-stream network for retrosynthesis prediction	4
FedPD: personalized federated learning based on partial distillation	4
Decoupled deep hough voting for point cloud registration	4
A MLP-Mixer and mixture of expert model for remaining useful life prediction of lithium-ion batteries	4
A privacy-preserving group encryption scheme with identity exposure	4
Comment on “SAT requires exhaustive search”	4
RPND: a rule guided link prediction model with specific-path selection	4
Cascade context-oriented spatio-temporal attention network for efficient and fine-grained video-grounded dialogues	4
Embracing connected intelligence with the YuanOS architecture: one OS kit for all	4
Defense against local model poisoning attacks to byzantine-robust federated learning	4
Pairwise tagging framework for end-to-end emotion-cause pair extraction	4
A search-based identification of variable microservices for enterprise SaaS	4
COURIER: contrastive user intention reconstruction for large-scale visual recommendation	4
Accelerating BERT inference with GPU-efficient exit prediction	4
Community search over heterogeneous information networks via weighting strategy and query replacement	4
FragDPI: a novel drug-protein interaction prediction model based on fragment understanding and unified coding	4
Unsupervised lightweight 3D convolutional network for enhanced infrared imaging in wearable devices	4
Massively parallel algorithms for fully dynamic all-pairs shortest paths	4
ProSyno: context-free prompt learning for synonym discovery	4
Robust domain adaptation with noisy and shifted label distribution	4
Multi-granularity semantic alignment distillation learning for remote sensing image semantic segmentation	4
LMR-CBT: learning modality-fused representations with CB-Transformer for multimodal emotion recognition from unaligned multimodal sequences	4
Controllable data synthesis method for grammatical error correction	3
L2SM: a query-optimized linked LSM-tree for HTAP workloads	3
A survey on trajectory representation learning methods	3
Toward few-shot domain adaptation with perturbation-invariant representation and transferable prototypes	3
Scene-adaptive crowd counting method based on meta learning with dual-input network DMNet	3
Unsupervised social network embedding via adaptive specific mappings	3
Shadow tomography of quantum states with prediction	3
Fine-grained sequence-to-sequence lip reading based on self-attention and self-distillation	3