Frontiers of Computer Science

Article	Citations
Communication-robust multi-agent learning by adaptable auxiliary multi-agent adversary generation	1017
How graph convolutions amplify popularity bias for recommendation?	189
Top Pass: improve code generation by pass@k-maximized code ranking	101
cKBET: assessing goodness of batch effect correction for single-cell RNA-seq	80
Embracing the overlooked: harnessing feature disentanglement for cross-domain learning	74
Towards practical data alignment in production federated learning	68
Accountable attribute-based authentication with fine-grained access control and its application to crowdsourcing	66
Structure attack on full-round DBST	65
Few-shot node classification via local adaptive discriminant structure learning	61
Data quality matters: towards trajectory data collection under local differential privacy	58
Model-based diagnosis with low-cost fault identification	55
Sub-Nyquist sampling-based wideband spectrum sensing: a compressed power spectrum estimation approach	52
ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory	50
Enhancing model-based diagnosis with multiple pseudo-normal observations by Key nodes and IterativeDFS	43
A lock-free approach to parallelizing personalized PageRank computations on GPU	42
Trajectory prediction based on grouped spatial-temporal encoder	42
Identifying useful learnwares via learnable specification	42
Debiasing vision-language models for vision tasks: a survey	40
An efficient atomic cross-chain commitment resisting fork fraud	37
Minimizing the cost of periodically replicated systems via model and quantitative analysis	36
MiMu: mitigating multiple shortcut learning behavior of transformers	36
Protein acetylation sites with complex-valued polynomial model	36
Advanced persistent threat detection via mining long-term features in provenance graphs	32
A comprehensive survey on graph neural network accelerators	30
RE2: improving Chinese grammatical error correction via retrieving appropriate examples with explanation	30

Person video alignment with human pose registration	29
VenomAttack: automated and adaptive activity hijacking in Android	29
Tool learning with large language models: a survey	29
Inertial projection neural network for nonconvex sparse signal recovery with prior information	28
Bibliometric analysis of research talent evaluation in Chinese universities: data mining approach	27
Human-machine interactive streaming anomaly detection by online self-adaptive forest	27
Erratum to: Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	26
Label distribution similarity-based noise correction for crowdsourcing	26
SCG-tree: shortcut enhanced graph hierarchy tree for efficient spatial queries on massive road networks	24
I know I don’t know: an evidential deep learning framework for traffic classification	24
MILCAnet: a dominant feature attention framework for enhanced multimodal data analysis in depression detection	24
ProbDiffFlow: an efficient learning-free framework for probabilistic single-image optical flow estimation	23
Representation learning via an integrated autoencoder for unsupervised domain adaptation	23
A data representation method using distance correlation	23
Teachers cooperation: team-knowledge distillation for multiple cross-domain few-shot learning	22
Adaptive load balance scheme for the distributed control plane in SDN	21
E2CNN: entity-type-enriched cascaded neural network for Chinese financial relation extraction	21
OCACO: an operator-level cardinality and cost joint estimator	21
Rumor detection with self-supervised learning on texts and social graph	20
Exact acceleration of subgraph graph neural networks by eliminating computation redundancy	20
The governance technology for blockchain systems: a survey	19
Incentive mechanism design via smart contract in blockchain-based edge-assisted crowdsensing	19
Underwater image enhancement by maximum-likelihood based adaptive color correction and robust scattering removal	18
A multi-projection recurrent model for hypernym detection and discovery	17
Fixed-parameter tractability of capacitated k-facility location	17
Energy inefficiency diagnosis for Android applications: a literature review	17
On the exact quantum query complexity of MOD and EXACT functions	17
Integrating element correlation with prompt-based spatial relation extraction	16
Spreadsheet quality assurance: a literature review	16
A novel efficient model for testing diagnosability of discrete event systems under sensor attacks	16
Robust AUC maximization for classification with pairwise confidence comparisons	16
Research on key technologies of edge cache in virtual data space across WAN	16
Visibility restoration for real-world hazy images via improved physical model and Gaussian total variation	15
3D asset generation: a survey of evolution towards autoregressive and agent-driven paradigms	15
Towards kernelizing the classifier for hyperbolic data	15
CAD-NeRF: learning NeRFs from uncalibrated few-view images by CAD model retrieval	15
A survey of controllable learning: methods and applications in information retrieval	15
SEOT: Secure dynamic searchable encryption with outsourced ownership transfer	15
Self-supervised representation learning with ID-Content modality alignment for sequential recommendation	15
RVAM16: a low-cost multiple-ISA processor based on RISC-V and ARM Thumb	15
ncRNA2MetS v2.0: a manually curated database for metabolic syndrome-associated ncRNAs	14
Factor-wise disentangled contrastive learning for cross-domain few-shot molecular property prediction	14
Group control for procedural rules: parameterized complexity and consecutive domains	14
On the parameterized complexity of minimum/maximum degree vertex deletion on several special graphs	14
GaussDB-AISQL: a composable cloud-native SQL system with AI capabilities	14
The rhythm of execution: unveiling the impact of sandbox execution time on cyber threat intelligence data	14
System dynamics based evolutionary game model for data transaction quality regulation	13
Incorporating contextual evidence to improve implicit discourse relation recognition in Chinese	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

Kronos: towards bus contention-aware job scheduling in warehouse scale computers	12
A survey on learning from graphs with heterophily: recent advances and future directions	12
Bidirectional chain-of-thought for zero-shot object navigation	12
Multi-constraint reinforcement learning in complex robot environments	12
Learning multi-tasks with inconsistent labels by using auxiliary big task	12
Improved paraphrase generation via controllable latent diffusion	12
Dynamic scene representation in the era of neural rendering: from NeRFs to 3DGSs	12
D-Cubicle: boosting data transfer dynamically for large-scale analytical queries in single-GPU systems	12
A user requirements-oriented privacy policy self-adaption scheme in cloud computing	12
A graph embedding-based dynamic update method for intelligence knowledge graphs	11
SR-AFU: super-resolution network using adaptive frequency component upsampling and multi-resolution features	11
Streaming algorithms for triangle counting: adversarial robustness and the weighted case	11
Announcement of the 2024 FCS Paper Awards	11
Patching the visual ability of large multimodal models by collaborating with small models	11
Graph-Segmenter: graph transformer with boundary-aware attention for semantic segmentation	11
Generating empathetic responses through emotion tracking and constraint guidance	11
Registered attribute-based encryption with reliable outsourced decryption based on blockchain	11
Unsupervised spectral feature selection algorithms for high dimensional data	11
Foundation model enhanced derivative-free cognitive diagnosis	11
MMKFB: multi-client and multi-keyword searchable symmetric encryption with forward and backward privacy	11
Single image super-resolution: a comprehensive review and recent insight	11
Exact satisfiability and phase transition analysis of the regular (k, d)-CNF formula	11
Exploring speech clues for Chinese aspect-based sentiment analysis	11
Efficient message passing architecture for GCN training on HBM-based FPGAs with orthogonal topology on-chip networks	11
A survey of dynamic graph neural networks	10
On the upper bounds of (1,0)-super solutions for the regular balanced random (k,2s)-SAT problem	10
Adaptive network combination for single-image reflection removal: a domain generalization perspective	10
Fine-grained master data curation for time series	10
Labeling-based centrality approaches for identifying critical edges on temporal graphs	10
Exploiting blockchain for dependable services in zero-trust vehicular networks	10
Fully distributed identity-based threshold signatures with identifiable aborts	10
VSAN: A new visualization method for super-large-scale academic networks	10
Detection of blending interest flooding attacks in named data networking	10
Multi-user reinforcement learning based task migration in mobile edge computing	10
Index-free triangle-based graph local clustering	10
ICCG: low-cost and efficient consistency with adaptive synchronization for metadata replication	10
Attribute augmentation-based label integration for crowdsourcing	10
Collective domain adversarial learning for unsupervised domain adaptation	9
CZone: memory-efficient serverless container management with MCPV model	9
VIS+AI: integrating visualization with artificial intelligence for efficient data analysis	9
Linkable and traceable anonymous authentication with fine-grained access control	9
Joint fuzzy background and adaptive foreground model for moving target detection	9
Adaptive detection of encrypted malware traffic via fully convolutional masked autoencoders	9
ISM: intra-class similarity mixing for time series augmentation	9
Certificateless network coding proxy signatures from lattice	9
MLDA: a multi-level k-degree anonymity scheme on directed social network graphs	9
Dynamic traveling time forecasting based on spatial-temporal graph convolutional networks	9
Offline/online attribute-based searchable encryption scheme from ideal lattices for IoT	9
MedFuse: a multi-source data fusion framework for diabetic retinopathy lesion segmentation	9
A graph-based contrastive learning framework for medicare insurance fraud detection	9
Achieving >97% on GSM8K: deeply understanding the problems makes LLMs better solvers for math word problems	9
Task-aware pre-training for facial action analysis	9
An effective fault localization approach for Verilog based on enhanced contexts	9
Meaningful image encryption algorithm based on compressive sensing and integer wavelet transform	8
Differential privacy histogram publishing method based on dynamic sliding window	8
CRD-CGAN: category-consistent and relativistic constraints for diverse text-to-image generation	8
Learning group interaction for sports video understanding from a perspective of athlete	8
Chinese and Vietnamese bilingual news topic discovery via association graph clustering	8
Learning from shortcut: a shortcut-guided approach for explainable graph learning	8
EMP3D: an emergency medical procedures 3D dataset with pose and shape	8
Quantifying predictability of sequential recommendation via logical constraints	8
CP-SuperSpartan: commit-and-prove SNARKs for customizable constraint systems	8
FedTop: a constraint-loosed federated learning aggregation method against poisoning attack	8
A hybrid memory architecture supporting fine-grained data migration	8
Graph neural networks for financial fraud detection: a review	8
Precise control of page cache for containers	8
Physically resource disaggregated data center: technique routes, design, and open issues	8
ARCosmetics: a real-time augmented reality cosmetics try-on system	8
Foundation models for topic modeling: a case study	8
Hierarchical long and short-term user preference modeling for sequential recommendation	8
Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	8
DMCGuard: risky perils and fine-grained control on IoT multiple device management channels	8
Generalized splitting-ring number theoretic transform	8
Large language models make sample-efficient recommender systems	8
Exploiting large language model with reinforcement learning for generative job recommendations	8
Accelerating constraint-based neural network repairs by example prioritization and selection	8
Deep learning for time series forecasting: a survey of recent advances	8
SSA: semantic structure aware inference on CNN networks for weakly pixel-wise dense predictions without cost	8
AllDiff-LS: solving alldifferent constraints with efficient local search	7
DTIBFAI: drug-target interaction prediction based on BERT and feature augment of Informer	7

EpiSight: an intelligent EEG automated analysis platform for clinical epilepsy diagnosis	7
GenSC: a novel and general local search framework for set covering problem	7
A survey on 3D editing based on NeRF and 3DGS	7
Traceable and revocable multi-authority ABE supporting decryption outsourcing and policy update for cloud data access control	7
Further study on indecomposable cryptographic functions	7
ArtEEGAttention: an advanced deep learning approach for art brain decoding	7
Dynamic-EC: an efficient dynamic erasure coding method for permissioned blockchain systems	7
TPGNN-FedGPR: triple level privacy-preserving graph neural network for federated geographic POI recommendation	7
Improved differential-neural cryptanalysis for round-reduced SIMECK32/64	7
Clustered Reinforcement Learning	7
EduStudio: towards a unified library for student cognitive modeling	7
Leveraging auxiliary-tasks for height and weight estimation with pose-disentanglement	7
Graph contrastive learning view construction methods in recommender systems: a survey	7
Why not transform chat large language models to non-English?	7
Combating with extremely noisy samples in weakly supervised slot filling for automatic diagnosis	7
Enhancing data quality with effective feature selection and privacy protection	7
The future of cognitive strategy-enhanced persuasive dialogue agents: new perspectives and trends	7
Efficient multi-scale community search method based on spectral graph wavelet	7
AutoCache: an online and automatic caching solution for Spark	7
Exploring the tidal effect of urban business district with large-scale human mobility data	7
A survey on EOSIO systems security: vulnerability, attack, and mitigation	6
IP2vec: an IP node representation model for IP geolocation	6
A comprehensive survey of federated transfer learning: challenges, methods and applications	6
Interpretation with baseline shapley value for feature groups on tree models	6
A network integrated performance evaluation method based on multi-attribute decisions of topology and traffic	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
End-to-end congestion control in datacenter networks: a survey	6
Shape-intensity knowledge distillation for robust medical image segmentation	6
Traceable ring signature schemes based on SM2 digital signature algorithm and its applications in the data sharing scheme	6
BSKCN and BSAML: blind signatures from the module lattice and the asymmetric module lattice	6
Cryptanalysis of DBST, a lightweight block cipher	6
Delegable zk-SNARKs with proxies	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
Enhancing job salary prediction with disentangled composition effect modeling: a neural prototyping approach	6
GFAKaleidos: a tool for computing and comparing pangenome graph statistics	6
Accelerating local SGD for non-IID data using variance reduction	6
circ2CBA: prediction of circRNA-RBP binding sites combining deep learning and attention mechanism	6
Domain-specific feature elimination: multi-source domain adaptation for image classification	6
A hybrid approach to formulaic alpha discovery with large language model assistance	6
Towards an integrated risk analysis security framework according to a systematic analysis of existing proposals	6
FedSIN: information network representation based on federated self-adaptive learning	6
Large language models meet NLP: a survey	6
PediaBench: a comprehensive Chinese pediatric dataset for benchmarking large language models	5
BGNN: Behavior-aware graph neural network for heterogeneous session-based recommendation	5
Label distribution learning for scene text detection	5
Dynamic depth-width optimization for capsule graph convolutional network	5
A novel dense retrieval framework for long document retrieval	5
GUI test migration via LLM with scenario-granularity understanding	5
Robust load-balanced backbone-based multicast routing in mobile opportunistic networks	5
ROS package search for robot software development: a knowledge graph-based approach	5
Automated GUI widgets classification	5
Towards spatial computing: recent advances in multimodal natural interaction for Extended Reality headsets	5
Defense against data poisoning attacks in robot vision systems based on adversarial example detection	5
Collecting and analyzing key-value data under shuffled differential privacy	5
Deep active sampling with self-supervised learning	5
Robust and semantic-faithful post-hoc watermarking of text generated by black-box language models	5
BI-TE: achieving GNN-based bandwidth indistinguishable traffic engineering in multi-domain SDN	5
New logarithmic step size for stochastic gradient descent	5
Visual wings for textual prompts: infusing textual prompts with visual features for open-set recognition	5
ABLkit: a Python toolkit for abductive learning	5
A perspective on Petri Net learning	5
Numerical evaluation on sub-Nyquist spectrum reconstruction methods	5
Hacking reference-free image captioning metrics	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
Efficient shapley-based data valuation for federated trajectories	5
Provable secure authentication key agreement for wireless body area networks	5
Efficient improvement of lower bounds in equitable coloring	5
SEOE: an option graph based semantically embedding method for prenatal depression detection	5
MAML2: meta reinforcement learning via meta-learning for task categories	5
PyABV: a framework for enhancing PyRTL with assertion-based verification	5
Survey on recent progress of AI for chemistry: methods, applications, and opportunities	4
A multi-stream network for retrosynthesis prediction	4
A generative 3D asset encryption scheme with tiered visual effect after decryption	4
Robust domain adaptation with noisy and shifted label distribution	4
FedPD: personalized federated learning based on partial distillation	4
Vision-based 3D occupancy prediction in autonomous driving: a review and outlook	4
SharpSMT: a scalable toolkit for measuring solution spaces of SMT(LA) formulas	4
CompactChain: an efficient stateless chain for UTXO-model blockchain	4
A two-level meta-heuristic approach for the minimum dominating tree problem	4
Graph foundation model	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
ACbot: an IIoT platform for industrial robots	4
Offline model-based reinforcement learning with causal structured world models	4
ProSyno: context-free prompt learning for synonym discovery	4
Pairwise tagging framework for end-to-end emotion-cause pair extraction	4
Joint task and distribution generalization via graph substructure prompting	4
Fault-tolerant encoding and decoding method in Steane code: comprehensive analysis of maximum threshold	4
Accelerating BERT inference with GPU-efficient exit prediction	4
CW-YOLO: joint learning for mask wearing detection in low-light conditions	4
Cascade context-oriented spatio-temporal attention network for efficient and fine-grained video-grounded dialogues	4
Distortion-free PCA on sample space for highly variable gene detection from single-cell RNA-seq data	4