Frontiers of Computer Science

Article	Citations
Data quality matters: towards trajectory data collection under local differential privacy	1394
cKBET: assessing goodness of batch effect correction for single-cell RNA-seq	241
ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory	122
Communication-robust multi-agent learning by adaptable auxiliary multi-agent adversary generation	111
Embracing the overlooked: harnessing feature disentanglement for cross-domain learning	107
Structure attack on full-round DBST	107
Accountable attribute-based authentication with fine-grained access control and its application to crowdsourcing	104
Enhancing model-based diagnosis with multiple pseudo-normal observations by Key nodes and IterativeDFS	84
Few-shot node classification via local adaptive discriminant structure learning	83
Towards practical data alignment in production federated learning	82
Top Pass: improve code generation by pass@k-maximized code ranking	72
Model-based diagnosis with low-cost fault identification	63
How graph convolutions amplify popularity bias for recommendation?	61
Sub-Nyquist sampling-based wideband spectrum sensing: a compressed power spectrum estimation approach	54
Identifying useful learnwares via learnable specification	52
Debiasing vision-language models for vision tasks: a survey	51
RE2: improving Chinese grammatical error correction via retrieving appropriate examples with explanation	50
MiMu: mitigating multiple shortcut learning behavior of transformers	46
Minimizing the cost of periodically replicated systems via model and quantitative analysis	45
An efficient atomic cross-chain commitment resisting fork fraud	45
Protein acetylation sites with complex-valued polynomial model	44
Trajectory prediction based on grouped spatial-temporal encoder	41
Advanced persistent threat detection via mining long-term features in provenance graphs	39
A comprehensive survey on graph neural network accelerators	38
A lock-free approach to parallelizing personalized PageRank computations on GPU	38

Tool learning with large language models: a survey	34
VenomAttack: automated and adaptive activity hijacking in Android	31
A data representation method using distance correlation	31
Inertial projection neural network for nonconvex sparse signal recovery with prior information	30
Human-machine interactive streaming anomaly detection by online self-adaptive forest	30
E2CNN: entity-type-enriched cascaded neural network for Chinese financial relation extraction	29
OCACO: an operator-level cardinality and cost joint estimator	27
Exact acceleration of subgraph graph neural networks by eliminating computation redundancy	27
Person video alignment with human pose registration	27
Adaptive load balance scheme for the distributed control plane in SDN	27
SCG-tree: shortcut enhanced graph hierarchy tree for efficient spatial queries on massive road networks	26
MILCAnet: a dominant feature attention framework for enhanced multimodal data analysis in depression detection	26
ProbDiffFlow: an efficient learning-free framework for probabilistic single-image optical flow estimation	25
Label distribution similarity-based noise correction for crowdsourcing	24
I know I don’t know: an evidential deep learning framework for traffic classification	24
Incentive mechanism design via smart contract in blockchain-based edge-assisted crowdsensing	24
Fixed-parameter tractability of capacitated k-facility location	24
Representation learning via an integrated autoencoder for unsupervised domain adaptation	23
Rumor detection with self-supervised learning on texts and social graph	23
Erratum to: Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	23
Teachers cooperation: team-knowledge distillation for multiple cross-domain few-shot learning	22
The governance technology for blockchain systems: a survey	22
Bibliometric analysis of research talent evaluation in Chinese universities: data mining approach	20
Spreadsheet quality assurance: a literature review	20
Group control for procedural rules: parameterized complexity and consecutive domains	20
SEOT: Secure dynamic searchable encryption with outsourced ownership transfer	20
RVAM16: a low-cost multiple-ISA processor based on RISC-V and ARM Thumb	20
Self-supervised representation learning with ID-Content modality alignment for sequential recommendation	19
A multi-projection recurrent model for hypernym detection and discovery	18
Towards kernelizing the classifier for hyperbolic data	18
On the exact quantum query complexity of MOD and EXACT functions	18
CAD-NeRF: learning NeRFs from uncalibrated few-view images by CAD model retrieval	18
Integrating element correlation with prompt-based spatial relation extraction	17
Robustness on deep learning based DDoS detection: an adversarial study	17
GaussDB-AISQL: a composable cloud-native SQL system with AI capabilities	17
Robust AUC maximization for classification with pairwise confidence comparisons	17
Visibility restoration for real-world hazy images via improved physical model and Gaussian total variation	17
A survey of controllable learning: methods and applications in information retrieval	16
On the parameterized complexity of minimum/maximum degree vertex deletion on several special graphs	16
A novel efficient model for testing diagnosability of discrete event systems under sensor attacks	16
Research on key technologies of edge cache in virtual data space across WAN	16
The rhythm of execution: unveiling the impact of sandbox execution time on cyber threat intelligence data	16
3D asset generation: a survey of evolution towards autoregressive and agent-driven paradigms	16
System dynamics based evolutionary game model for data transaction quality regulation	16
Energy inefficiency diagnosis for Android applications: a literature review	16
Improved paraphrase generation via controllable latent diffusion	15
BA-GNN: Behavior-aware graph neural network for session-based recommendation	15
Learning multi-tasks with inconsistent labels by using auxiliary big task	15
Multi-constraint reinforcement learning in complex robot environments	15
MMKFB: multi-client and multi-keyword searchable symmetric encryption with forward and backward privacy	15

Incorporating contextual evidence to improve implicit discourse relation recognition in Chinese	15
Kronos: towards bus contention-aware job scheduling in warehouse scale computers	15
D-Cubicle: boosting data transfer dynamically for large-scale analytical queries in single-GPU systems	15
Factor-wise disentangled contrastive learning for cross-domain few-shot molecular property prediction	14
Bidirectional chain-of-thought for zero-shot object navigation	14
Graph-Segmenter: graph transformer with boundary-aware attention for semantic segmentation	14
A graph embedding-based dynamic update method for intelligence knowledge graphs	14
DualMamba: a patch-based model with dual mamba for long-term time series forecasting	14
Dynamic scene representation in the era of neural rendering: from NeRFs to 3DGSs	14
SR-AFU: super-resolution network using adaptive frequency component upsampling and multi-resolution features	13
ncRNA2MetS v2.0: a manually curated database for metabolic syndrome-associated ncRNAs	13
A survey on learning from graphs with heterophily: recent advances and future directions	13
Single image super-resolution: a comprehensive review and recent insight	13
A user requirements-oriented privacy policy self-adaption scheme in cloud computing	13
Multi-user reinforcement learning based task migration in mobile edge computing	12
Patching the visual ability of large multimodal models by collaborating with small models	12
Efficient message passing architecture for GCN training on HBM-based FPGAs with orthogonal topology on-chip networks	12
Detection of blending interest flooding attacks in named data networking	12
Generating empathetic responses through emotion tracking and constraint guidance	12
Exploring speech clues for Chinese aspect-based sentiment analysis	12
Streaming algorithms for triangle counting: adversarial robustness and the weighted case	12
Announcement of the 2024 FCS Paper Awards	12
Unsupervised spectral feature selection algorithms for high dimensional data	12
Fine-grained master data curation for time series	12
VSAN: A new visualization method for super-large-scale academic networks	12
Foundation model enhanced derivative-free cognitive diagnosis	12
Exact satisfiability and phase transition analysis of the regular (k, d)-CNF formula	11
On the upper bounds of (1,0)-super solutions for the regular balanced random (k,2s)-SAT problem	11
Collective domain adversarial learning for unsupervised domain adaptation	11
A graph-based contrastive learning framework for medicare insurance fraud detection	11
Attribute augmentation-based label integration for crowdsourcing	11
A survey of dynamic graph neural networks	11
MedFuse: a multi-source data fusion framework for diabetic retinopathy lesion segmentation	11
Adaptive network combination for single-image reflection removal: a domain generalization perspective	11
Adaptive detection of encrypted malware traffic via fully convolutional masked autoencoders	11
Exploiting blockchain for dependable services in zero-trust vehicular networks	11
Registered attribute-based encryption with reliable outsourced decryption based on blockchain	11
Labeling-based centrality approaches for identifying critical edges on temporal graphs	11
CZone: memory-efficient serverless container management with MCPV model	11
ISM: intra-class similarity mixing for time series augmentation	11
Offline/online attribute-based searchable encryption scheme from ideal lattices for IoT	10
VIS+AI: integrating visualization with artificial intelligence for efficient data analysis	10
MLDA: a multi-level k-degree anonymity scheme on directed social network graphs	10
Hierarchical long and short-term user preference modeling for sequential recommendation	10
SSA: semantic structure aware inference on CNN networks for weakly pixel-wise dense predictions without cost	10
Fully distributed identity-based threshold signatures with identifiable aborts	10
An effective fault localization approach for Verilog based on enhanced contexts	10
Dynamic traveling time forecasting based on spatial-temporal graph convolutional networks	10
EMP3D: an emergency medical procedures 3D dataset with pose and shape	10
Joint fuzzy background and adaptive foreground model for moving target detection	10
ICCG: low-cost and efficient consistency with adaptive synchronization for metadata replication	10
Index-free triangle-based graph local clustering	10
Linkable and traceable anonymous authentication with fine-grained access control	10
Task-aware pre-training for facial action analysis	10
Deep learning for time series forecasting: a survey of recent advances	10
Foundation models for topic modeling: a case study	10
CP-SuperSpartan: commit-and-prove SNARKs for customizable constraint systems	9
Quantifying predictability of sequential recommendation via logical constraints	9
Meaningful image encryption algorithm based on compressive sensing and integer wavelet transform	9
Generalized splitting-ring number theoretic transform	9
Graph contrastive learning view construction methods in recommender systems: a survey	9
Learning group interaction for sports video understanding from a perspective of athlete	9
Certificateless network coding proxy signatures from lattice	9
Chinese and Vietnamese bilingual news topic discovery via association graph clustering	9
Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	9
Learning from shortcut: a shortcut-guided approach for explainable graph learning	9
A hybrid memory architecture supporting fine-grained data migration	9
Large language models make sample-efficient recommender systems	9
Physically resource disaggregated data center: technique routes, design, and open issues	9
Achieving >97% on GSM8K: deeply understanding the problems makes LLMs better solvers for math word problems	9
Accelerating constraint-based neural network repairs by example prioritization and selection	9
Graph neural networks for financial fraud detection: a review	9
Exploiting large language model with reinforcement learning for generative job recommendations	9
DMCGuard: risky perils and fine-grained control on IoT multiple device management channels	9
ARCosmetics: a real-time augmented reality cosmetics try-on system	9
AllDiff-LS: solving alldifferent constraints with efficient local search	8
Combating with extremely noisy samples in weakly supervised slot filling for automatic diagnosis	8
DTIBFAI: drug-target interaction prediction based on BERT and feature augment of Informer	8
AutoCache: an online and automatic caching solution for Spark	8
Traceable and revocable multi-authority ABE supporting decryption outsourcing and policy update for cloud data access control	8

Efficient multi-scale community search method based on spectral graph wavelet	8
Dynamic-EC: an efficient dynamic erasure coding method for permissioned blockchain systems	8
TPGNN-FedGPR: triple level privacy-preserving graph neural network for federated geographic POI recommendation	8
CRD-CGAN: category-consistent and relativistic constraints for diverse text-to-image generation	8
GenSC: a novel and general local search framework for set covering problem	8
Leveraging auxiliary-tasks for height and weight estimation with pose-disentanglement	8
ArtEEGAttention: an advanced deep learning approach for art brain decoding	8
FedTop: a constraint-loosed federated learning aggregation method against poisoning attack	8
Why not transform chat large language models to non-English?	8
Precise control of page cache for containers	8
Differential privacy histogram publishing method based on dynamic sliding window	8
Improved differential-neural cryptanalysis for round-reduced SIMECK32/64	8
Delegable zk-SNARKs with proxies	8
Exploring the tidal effect of urban business district with large-scale human mobility data	8
Accelerating local SGD for non-IID data using variance reduction	7
A comprehensive survey of federated transfer learning: challenges, methods and applications	7
circ2CBA: prediction of circRNA-RBP binding sites combining deep learning and attention mechanism	7
Enhancing data quality with effective feature selection and privacy protection	7
A hybrid approach to formulaic alpha discovery with large language model assistance	7
BSKCN and BSAML: blind signatures from the module lattice and the asymmetric module lattice	7
Large language models meet NLP: a survey	7
IP2vec: an IP node representation model for IP geolocation	7
EpiSight: an intelligent EEG automated analysis platform for clinical epilepsy diagnosis	7
Shape-intensity knowledge distillation for robust medical image segmentation	7
Clustered Reinforcement Learning	7
Traceable ring signature schemes based on SM2 digital signature algorithm and its applications in the data sharing scheme	7
A survey on 3D editing based on NeRF and 3DGS	7
EduStudio: towards a unified library for student cognitive modeling	7
End-to-end congestion control in datacenter networks: a survey	7
Aspect-level sentiment analysis based on semantic heterogeneous graph convolutional network	7
Enhancing job salary prediction with disentangled composition effect modeling: a neural prototyping approach	7
Cryptanalysis of DBST, a lightweight block cipher	7
FedSIN: information network representation based on federated self-adaptive learning	7
Interpretation with baseline shapley value for feature groups on tree models	7
Domain-specific feature elimination: multi-source domain adaptation for image classification	7
The future of cognitive strategy-enhanced persuasive dialogue agents: new perspectives and trends	7
Towards an integrated risk analysis security framework according to a systematic analysis of existing proposals	7
ROS package search for robot software development: a knowledge graph-based approach	6
IXT: Improved searchable encryption for multi-word queries based on PSI	6
Robust and semantic-faithful post-hoc watermarking of text generated by black-box language models	6
MAML2: meta reinforcement learning via meta-learning for task categories	6
Robust load-balanced backbone-based multicast routing in mobile opportunistic networks	6
ABLkit: a Python toolkit for abductive learning	6
New logarithmic step size for stochastic gradient descent	6
Provable secure authentication key agreement for wireless body area networks	6
A network integrated performance evaluation method based on multi-attribute decisions of topology and traffic	6
Efficient improvement of lower bounds in equitable coloring	6
GFAKaleidos: a tool for computing and comparing pangenome graph statistics	6
SEOE: an option graph based semantically embedding method for prenatal depression detection	6
GUI test migration via LLM with scenario-granularity understanding	6
A survey on EOSIO systems security: vulnerability, attack, and mitigation	6
FedDAA: a robust federated learning framework to protect privacy and defend against adversarial attack	6
Expanding the sequence spaces of synthetic binding protein using deep learning-based framework ProteinMPNN	6
Efficient shapley-based data valuation for federated trajectories	6
Automated GUI widgets classification	6
Software defect detection using large language models: a literature review	6
A novel dense retrieval framework for long document retrieval	6
A perspective on Petri Net learning	5
Unsupervised lightweight 3D convolutional network for enhanced infrared imaging in wearable devices	5
Embracing connected intelligence with the YuanOS architecture: one OS kit for all	5
Towards spatial computing: recent advances in multimodal natural interaction for Extended Reality headsets	5
The most tenuous group query	5
Dynamic depth-width optimization for capsule graph convolutional network	5
Introducing on-chain graph data to consortium blockchain for commercial transactions	5
PyABV: a framework for enhancing PyRTL with assertion-based verification	5
Deep active sampling with self-supervised learning	5
BGNN: Behavior-aware graph neural network for heterogeneous session-based recommendation	5
Label distribution learning for scene text detection	5
RPND: a rule guided link prediction model with specific-path selection	5
Vision-based 3D occupancy prediction in autonomous driving: a review and outlook	5
ACbot: an IIoT platform for industrial robots	5
BI-TE: achieving GNN-based bandwidth indistinguishable traffic engineering in multi-domain SDN	5
Visual wings for textual prompts: infusing textual prompts with visual features for open-set recognition	5
Numerical evaluation on sub-Nyquist spectrum reconstruction methods	5
Comment on “SAT requires exhaustive search”	5
SharpSMT: a scalable toolkit for measuring solution spaces of SMT(LA) formulas	5
A Survey of Large Language Models	5
Defense against data poisoning attacks in robot vision systems based on adversarial example detection	5
Hacking reference-free image captioning metrics	5
Collecting and analyzing key-value data under shuffled differential privacy	5
Bidirectional Transformer with absolute-position aware relative position encoding for encoding sentences	5
PediaBench: a comprehensive Chinese pediatric dataset for benchmarking large language models	5
A program logic for obstruction-freedom	4
A review on multi-view learning	4
Accelerating BERT inference with GPU-efficient exit prediction	4
COURIER: contrastive user intention reconstruction for large-scale visual recommendation	4
EyeAuth: smartphone user authentication via reflexive eye movements	4
Audio-guided self-supervised learning for disentangled visual speech representations	4
LMR-CBT: learning modality-fused representations with CB-Transformer for multimodal emotion recognition from unaligned multimodal sequences	4
A MLP-Mixer and mixture of expert model for remaining useful life prediction of lithium-ion batteries	4
ECG-I2S: a method for extracting heartbeat cycle and numerical signals from ECG captured images	4
Fine-grained sequence-to-sequence lip reading based on self-attention and self-distillation	4
Enhancing aspect sentiment quad prediction with syntactic information in generation model	4
Graph foundation model	4
Learning contextual information and task alignment for emotion cause extraction in conversation	4