OOIR: Observatory of International Research

Papers

(The TQCC of Frontiers of Computer Science is 8. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)

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
Protein acetylation sites with complex-valued polynomial model	36
Minimizing the cost of periodically replicated systems via model and quantitative analysis	36
MiMu: mitigating multiple shortcut learning behavior of transformers	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

Tool learning with large language models: a survey	29
Person video alignment with human pose registration	29
VenomAttack: automated and adaptive activity hijacking in Android	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
Label distribution similarity-based noise correction for crowdsourcing	26
Erratum to: Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	26
MILCAnet: a dominant feature attention framework for enhanced multimodal data analysis in depression detection	24
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
A data representation method using distance correlation	23
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
Teachers cooperation: team-knowledge distillation for multiple cross-domain few-shot learning	22
OCACO: an operator-level cardinality and cost joint estimator	21
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
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
On the exact quantum query complexity of MOD and EXACT functions	17
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
Research on key technologies of edge cache in virtual data space across WAN	16
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
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
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
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
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
DualMamba: a patch-based model with dual mamba for long-term time series forecasting	13
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

A user requirements-oriented privacy policy self-adaption scheme in cloud computing	12
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
Efficient message passing architecture for GCN training on HBM-based FPGAs with orthogonal topology on-chip networks	11
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
Attribute augmentation-based label integration for crowdsourcing	10
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
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
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
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
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