Frontiers of Computer Science

Article	Citations
Data quality matters: towards trajectory data collection under local differential privacy	1111
cKBET: assessing goodness of batch effect correction for single-cell RNA-seq	199
ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory	103
How graph convolutions amplify popularity bias for recommendation?	86
Model-based diagnosis with low-cost fault identification	86
Top Pass: improve code generation by pass@k-maximized code ranking	81
Communication-robust multi-agent learning by adaptable auxiliary multi-agent adversary generation	73
Structure attack on full-round DBST	72
Embracing the overlooked: harnessing feature disentanglement for cross-domain learning	64
Towards practical data alignment in production federated learning	62
Accountable attribute-based authentication with fine-grained access control and its application to crowdsourcing	60
Enhancing model-based diagnosis with multiple pseudo-normal observations by Key nodes and IterativeDFS	53
Few-shot node classification via local adaptive discriminant structure learning	52
Sub-Nyquist sampling-based wideband spectrum sensing: a compressed power spectrum estimation approach	49
Trajectory prediction based on grouped spatial-temporal encoder	44
Identifying useful learnwares via learnable specification	44
A lock-free approach to parallelizing personalized PageRank computations on GPU	43
Advanced persistent threat detection via mining long-term features in provenance graphs	43
Debiasing vision-language models for vision tasks: a survey	40
MiMu: mitigating multiple shortcut learning behavior of transformers	38
RE2: improving Chinese grammatical error correction via retrieving appropriate examples with explanation	38
Minimizing the cost of periodically replicated systems via model and quantitative analysis	37
An efficient atomic cross-chain commitment resisting fork fraud	32
A comprehensive survey on graph neural network accelerators	32
Protein acetylation sites with complex-valued polynomial model	31

Tool learning with large language models: a survey	30
Person video alignment with human pose registration	30
VenomAttack: automated and adaptive activity hijacking in Android	30
Inertial projection neural network for nonconvex sparse signal recovery with prior information	29
Human-machine interactive streaming anomaly detection by online self-adaptive forest	27
Bibliometric analysis of research talent evaluation in Chinese universities: data mining approach	27
SCG-tree: shortcut enhanced graph hierarchy tree for efficient spatial queries on massive road networks	27
Erratum to: Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	27
A data representation method using distance correlation	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	24
Incentive mechanism design via smart contract in blockchain-based edge-assisted crowdsensing	24
I know I don’t know: an evidential deep learning framework for traffic classification	24
Representation learning via an integrated autoencoder for unsupervised domain adaptation	23
Label distribution similarity-based noise correction for crowdsourcing	23
Teachers cooperation: team-knowledge distillation for multiple cross-domain few-shot learning	23
OCACO: an operator-level cardinality and cost joint estimator	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
Fixed-parameter tractability of capacitated k-facility location	20
Exact acceleration of subgraph graph neural networks by eliminating computation redundancy	20
Rumor detection with self-supervised learning on texts and social graph	19
Underwater image enhancement by maximum-likelihood based adaptive color correction and robust scattering removal	19
The governance technology for blockchain systems: a survey	18
SEOT: Secure dynamic searchable encryption with outsourced ownership transfer	18
Energy inefficiency diagnosis for Android applications: a literature review	18
Group control for procedural rules: parameterized complexity and consecutive domains	17
Spreadsheet quality assurance: a literature review	17
Research on key technologies of edge cache in virtual data space across WAN	17
RVAM16: a low-cost multiple-ISA processor based on RISC-V and ARM Thumb	17
Self-supervised representation learning with ID-Content modality alignment for sequential recommendation	17
A novel efficient model for testing diagnosability of discrete event systems under sensor attacks	17
Towards kernelizing the classifier for hyperbolic data	17
A survey of controllable learning: methods and applications in information retrieval	16
CAD-NeRF: learning NeRFs from uncalibrated few-view images by CAD model retrieval	16
Robust AUC maximization for classification with pairwise confidence comparisons	15
Integrating element correlation with prompt-based spatial relation extraction	15
A multi-projection recurrent model for hypernym detection and discovery	15
3D asset generation: a survey of evolution towards autoregressive and agent-driven paradigms	15
GaussDB-AISQL: a composable cloud-native SQL system with AI capabilities	15
On the exact quantum query complexity of MOD and EXACT functions	15
The rhythm of execution: unveiling the impact of sandbox execution time on cyber threat intelligence data	14
ncRNA2MetS v2.0: a manually curated database for metabolic syndrome-associated ncRNAs	14
On the parameterized complexity of minimum/maximum degree vertex deletion on several special graphs	14
Robustness on deep learning based DDoS detection: an adversarial study	14
DualMamba: a patch-based model with dual mamba for long-term time series forecasting	14
Factor-wise disentangled contrastive learning for cross-domain few-shot molecular property prediction	14
Visibility restoration for real-world hazy images via improved physical model and Gaussian total variation	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

Bidirectional chain-of-thought for zero-shot object navigation	13
Improved paraphrase generation via controllable latent diffusion	13
Dynamic scene representation in the era of neural rendering: from NeRFs to 3DGSs	12
BA-GNN: Behavior-aware graph neural network for session-based recommendation	12
Single image super-resolution: a comprehensive review and recent insight	12
A graph embedding-based dynamic update method for intelligence knowledge graphs	12
Multi-constraint reinforcement learning in complex robot environments	12
MMKFB: multi-client and multi-keyword searchable symmetric encryption with forward and backward privacy	12
A survey on learning from graphs with heterophily: recent advances and future directions	12
SR-AFU: super-resolution network using adaptive frequency component upsampling and multi-resolution features	12
A user requirements-oriented privacy policy self-adaption scheme in cloud computing	12
Learning multi-tasks with inconsistent labels by using auxiliary big task	12
D-Cubicle: boosting data transfer dynamically for large-scale analytical queries in single-GPU systems	12
Graph-Segmenter: graph transformer with boundary-aware attention for semantic segmentation	12
Generating empathetic responses through emotion tracking and constraint guidance	12
Kronos: towards bus contention-aware job scheduling in warehouse scale computers	12
Announcement of the 2024 FCS Paper Awards	11
Efficient message passing architecture for GCN training on HBM-based FPGAs with orthogonal topology on-chip networks	11
Patching the visual ability of large multimodal models by collaborating with small models	11
Registered attribute-based encryption with reliable outsourced decryption based on blockchain	11
Multi-user reinforcement learning based task migration in mobile edge computing	11
Exact satisfiability and phase transition analysis of the regular (k, d)-CNF formula	11
Labeling-based centrality approaches for identifying critical edges on temporal graphs	11
VSAN: A new visualization method for super-large-scale academic networks	11
Unsupervised spectral feature selection algorithms for high dimensional data	11
Attribute augmentation-based label integration for crowdsourcing	11
Exploring speech clues for Chinese aspect-based sentiment analysis	11
Streaming algorithms for triangle counting: adversarial robustness and the weighted case	11
Fine-grained master data curation for time series	11
Foundation model enhanced derivative-free cognitive diagnosis	11
Detection of blending interest flooding attacks in named data networking	11
Exploiting blockchain for dependable services in zero-trust vehicular networks	11
ICCG: low-cost and efficient consistency with adaptive synchronization for metadata replication	10
A survey of dynamic graph neural networks	10
MedFuse: a multi-source data fusion framework for diabetic retinopathy lesion segmentation	10
Collective domain adversarial learning for unsupervised domain adaptation	10
CZone: memory-efficient serverless container management with MCPV model	10
Offline/online attribute-based searchable encryption scheme from ideal lattices for IoT	10
Index-free triangle-based graph local clustering	10
A graph-based contrastive learning framework for medicare insurance fraud detection	10
Fully distributed identity-based threshold signatures with identifiable aborts	10
Adaptive network combination for single-image reflection removal: a domain generalization perspective	10
On the upper bounds of (1,0)-super solutions for the regular balanced random (k,2s)-SAT problem	10
Adaptive detection of encrypted malware traffic via fully convolutional masked autoencoders	10
ISM: intra-class similarity mixing for time series augmentation	10
An effective fault localization approach for Verilog based on enhanced contexts	9
MLDA: a multi-level k-degree anonymity scheme on directed social network graphs	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
Certificateless network coding proxy signatures from lattice	9
Joint fuzzy background and adaptive foreground model for moving target detection	9
Deep learning for time series forecasting: a survey of recent advances	9
Dynamic traveling time forecasting based on spatial-temporal graph convolutional networks	9
VIS+AI: integrating visualization with artificial intelligence for efficient data analysis	9
Linkable and traceable anonymous authentication with fine-grained access control	9
Task-aware pre-training for facial action analysis	9
Foundation models for topic modeling: a case study	9
Hierarchical long and short-term user preference modeling for sequential recommendation	9
DTIBFAI: drug-target interaction prediction based on BERT and feature augment of Informer	8
Why not transform chat large language models to non-English?	8
Generalized splitting-ring number theoretic transform	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
Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	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
Dynamic-EC: an efficient dynamic erasure coding method for permissioned blockchain systems	8
DMCGuard: risky perils and fine-grained control on IoT multiple device management channels	8
FedTop: a constraint-loosed federated learning aggregation method against poisoning attack	8
Accelerating constraint-based neural network repairs by example prioritization and selection	8
Physically resource disaggregated data center: technique routes, design, and open issues	8
CP-SuperSpartan: commit-and-prove SNARKs for customizable constraint systems	8
Achieving >97% on GSM8K: deeply understanding the problems makes LLMs better solvers for math word problems	8
Precise control of page cache for containers	8
Meaningful image encryption algorithm based on compressive sensing and integer wavelet transform	8
AllDiff-LS: solving alldifferent constraints with efficient local search	8
A hybrid memory architecture supporting fine-grained data migration	8
Large language models make sample-efficient recommender systems	8
ARCosmetics: a real-time augmented reality cosmetics try-on system	8
Learning from shortcut: a shortcut-guided approach for explainable graph learning	8

Quantifying predictability of sequential recommendation via logical constraints	8
Exploiting large language model with reinforcement learning for generative job recommendations	8
GenSC: a novel and general local search framework for set covering problem	7
Differential privacy histogram publishing method based on dynamic sliding window	7
Further study on indecomposable cryptographic functions	7
Efficient multi-scale community search method based on spectral graph wavelet	7
Interpretation with baseline shapley value for feature groups on tree models	7
EduStudio: towards a unified library for student cognitive modeling	7
Delegable zk-SNARKs with proxies	7
Exploring the tidal effect of urban business district with large-scale human mobility data	7
CRD-CGAN: category-consistent and relativistic constraints for diverse text-to-image generation	7
Traceable and revocable multi-authority ABE supporting decryption outsourcing and policy update for cloud data access control	7
ArtEEGAttention: an advanced deep learning approach for art brain decoding	7
Domain-specific feature elimination: multi-source domain adaptation for image classification	7
Clustered Reinforcement Learning	7
Enhancing data quality with effective feature selection and privacy protection	7
Leveraging auxiliary-tasks for height and weight estimation with pose-disentanglement	7
TPGNN-FedGPR: triple level privacy-preserving graph neural network for federated geographic POI recommendation	7
Graph contrastive learning view construction methods in recommender systems: a survey	7
EpiSight: an intelligent EEG automated analysis platform for clinical epilepsy diagnosis	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
AutoCache: an online and automatic caching solution for Spark	7
End-to-end congestion control in datacenter networks: a survey	6
IP2vec: an IP node representation model for IP geolocation	6
Cryptanalysis of DBST, a lightweight block cipher	6
BSKCN and BSAML: blind signatures from the module lattice and the asymmetric module lattice	6
IXT: Improved searchable encryption for multi-word queries based on PSI	6
circ2CBA: prediction of circRNA-RBP binding sites combining deep learning and attention mechanism	6
Robust and semantic-faithful post-hoc watermarking of text generated by black-box language models	6
FedDAA: a robust federated learning framework to protect privacy and defend against adversarial attack	6
A network integrated performance evaluation method based on multi-attribute decisions of topology and traffic	6
A comprehensive survey of federated transfer learning: challenges, methods and applications	6
Improved differential-neural cryptanalysis for round-reduced SIMECK32/64	6
Towards an integrated risk analysis security framework according to a systematic analysis of existing proposals	6
Enhancing job salary prediction with disentangled composition effect modeling: a neural prototyping approach	6
Aspect-level sentiment analysis based on semantic heterogeneous graph convolutional network	6
Efficient improvement of lower bounds in equitable coloring	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
A hybrid approach to formulaic alpha discovery with large language model assistance	6
Expanding the sequence spaces of synthetic binding protein using deep learning-based framework ProteinMPNN	6
FedSIN: information network representation based on federated self-adaptive learning	6
Shape-intensity knowledge distillation for robust medical image segmentation	6
Large language models meet NLP: a survey	6
Efficient shapley-based data valuation for federated trajectories	6
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
Bidirectional Transformer with absolute-position aware relative position encoding for encoding sentences	5
A novel dense retrieval framework for long document retrieval	5
ABLkit: a Python toolkit for abductive learning	5
Robust load-balanced backbone-based multicast routing in mobile opportunistic networks	5
Provable secure authentication key agreement for wireless body area networks	5
Software defect detection using large language models: a literature review	5
A perspective on Petri Net learning	5
BGNN: Behavior-aware graph neural network for heterogeneous session-based recommendation	5
Hacking reference-free image captioning metrics	5
Introducing on-chain graph data to consortium blockchain for commercial transactions	5
Dynamic depth-width optimization for capsule graph convolutional network	5
New logarithmic step size for stochastic gradient descent	5
A survey on EOSIO systems security: vulnerability, attack, and mitigation	5
Automated GUI widgets classification	5
Visual wings for textual prompts: infusing textual prompts with visual features for open-set recognition	5
SEOE: an option graph based semantically embedding method for prenatal depression detection	5
PyABV: a framework for enhancing PyRTL with assertion-based verification	5
Numerical evaluation on sub-Nyquist spectrum reconstruction methods	5
PediaBench: a comprehensive Chinese pediatric dataset for benchmarking large language models	5
Deep active sampling with self-supervised learning	5
GUI test migration via LLM with scenario-granularity understanding	5
MAML2: meta reinforcement learning via meta-learning for task categories	5
GFAKaleidos: a tool for computing and comparing pangenome graph statistics	5
BI-TE: achieving GNN-based bandwidth indistinguishable traffic engineering in multi-domain SDN	5
ROS package search for robot software development: a knowledge graph-based approach	5
Vision-based 3D occupancy prediction in autonomous driving: a review and outlook	5
Pairwise tagging framework for end-to-end emotion-cause pair extraction	4
Fault-tolerant encoding and decoding method in Steane code: comprehensive analysis of maximum threshold	4
FedPD: personalized federated learning based on partial distillation	4
Robust domain adaptation with noisy and shifted label distribution	4
Cascade context-oriented spatio-temporal attention network for efficient and fine-grained video-grounded dialogues	4
A feature-wise attention module based on the difference with surrounding features for convolutional neural networks	4
COURIER: contrastive user intention reconstruction for large-scale visual recommendation	4
A multi-stream network for retrosynthesis prediction	4
Decoupled deep hough voting for point cloud registration	4
Offline model-based reinforcement learning with causal structured world models	4
Accelerating BERT inference with GPU-efficient exit prediction	4
Embracing connected intelligence with the YuanOS architecture: one OS kit for all	4
FragDPI: a novel drug-protein interaction prediction model based on fragment understanding and unified coding	4
Survey on recent progress of AI for chemistry: methods, applications, and opportunities	4
Joint task and distribution generalization via graph substructure prompting	4
A generative 3D asset encryption scheme with tiered visual effect after decryption	4
CW-YOLO: joint learning for mask wearing detection in low-light conditions	4
Toward city foundation models: from task-specific spatial approaches to urban general intelligence	4
Label distribution learning for scene text detection	4
CompactChain: an efficient stateless chain for UTXO-model blockchain	4
ProSyno: context-free prompt learning for synonym discovery	4