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 2022-01-01 to 2026-01-01.)

Article	Citations
Towards practical data alignment in production federated learning	689
Communication-robust multi-agent learning by adaptable auxiliary multi-agent adversary generation	127
Structure attack on full-round DBST	96
Sub-Nyquist sampling-based wideband spectrum sensing: a compressed power spectrum estimation approach	91
cKBET: assessing goodness of batch effect correction for single-cell RNA-seq	64
Model-based diagnosis with low-cost fault identification	58
ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory	53
Data quality matters: towards trajectory data collection under local differential privacy	52
Exploiting comments information to improve legal public opinion news abstractive summarization	46
Top Pass: improve code generation by pass@k-maximized code ranking	43
How graph convolutions amplify popularity bias for recommendation?	42
Accountable attribute-based authentication with fine-grained access control and its application to crowdsourcing	42
Few-shot node classification via local adaptive discriminant structure learning	42
Identifying useful learnwares via learnable specification	40
Trajectory prediction based on grouped spatial-temporal encoder	39
Debiasing vision-language models for vision tasks: a survey	39
Informative and diverse emotional conversation generation with variational recurrent pointer-generator	36
A lock-free approach to parallelizing personalized PageRank computations on GPU	35
RE2: improving Chinese grammatical error correction via retrieving appropriate examples with explanation	32
MiMu: mitigating multiple shortcut learning behavior of transformers	29
Advanced persistent threat detection via mining long-term features in provenance graphs	28
An efficient atomic cross-chain commitment resisting fork fraud	27
Minimizing the cost of periodically replicated systems via model and quantitative analysis	27
Revenue-maximizing online stable task assignment on taxi-dispatching platforms	27
Protein acetylation sites with complex-valued polynomial model	26

ResLNet: deep residual LSTM network with longer input for action recognition	26
A comprehensive survey on graph neural network accelerators	26
Tool learning with large language models: a survey	26
Underwater image enhancement by maximum-likelihood based adaptive color correction and robust scattering removal	25
Fixed-parameter tractability of capacitated k-facility location	25
VenomAttack: automated and adaptive activity hijacking in Android	25
A data representation method using distance correlation	25
Person video alignment with human pose registration	24
E2CNN: entity-type-enriched cascaded neural network for Chinese financial relation extraction	23
Inertial projection neural network for nonconvex sparse signal recovery with prior information	23
MILCAnet: a dominant feature attention framework for enhanced multimodal data analysis in depression detection	22
SCG-tree: shortcut enhanced graph hierarchy tree for efficient spatial queries on massive road networks	22
Erratum to: Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	22
Representation learning via an integrated autoencoder for unsupervised domain adaptation	21
Teachers cooperation: team-knowledge distillation for multiple cross-domain few-shot learning	21
Rumor detection with self-supervised learning on texts and social graph	20
I know I don’t know: an evidential deep learning framework for traffic classification	19
Graph convolution machine for context-aware recommender system	19
Bibliometric analysis of research talent evaluation in Chinese universities: data mining approach	19
Incentive mechanism design via smart contract in blockchain-based edge-assisted crowdsensing	18
Human-machine interactive streaming anomaly detection by online self-adaptive forest	18
The governance technology for blockchain systems: a survey	17
Label distribution similarity-based noise correction for crowdsourcing	17
Energy inefficiency diagnosis for Android applications: a literature review	17
A multi-projection recurrent model for hypernym detection and discovery	17
Group control for procedural rules: parameterized complexity and consecutive domains	17
On the exact quantum query complexity of MOD and EXACT functions	17
SEOT: Secure dynamic searchable encryption with outsourced ownership transfer	16
Integrating element correlation with prompt-based spatial relation extraction	16
TransRec++: Translation-based sequential recommendation with heterogeneous feedback	16
K-ary search tree revisited: improving construction and intersection efficiency	16
RVAM16: a low-cost multiple-ISA processor based on RISC-V and ARM Thumb	15
Robust AUC maximization for classification with pairwise confidence comparisons	15
Towards kernelizing the classifier for hyperbolic data	15
GaussDB-AISQL: a composable cloud-native SQL system with AI capabilities	14
Visibility restoration for real-world hazy images via improved physical model and Gaussian total variation	14
MMKFB: multi-client and multi-keyword searchable symmetric encryption with forward and backward privacy	14
Research on key technologies of edge cache in virtual data space across WAN	14
On the hardness of NTRU problems	14
ncRNA2MetS v2.0: a manually curated database for metabolic syndrome-associated ncRNAs	14
CAD-NeRF: learning NeRFs from uncalibrated few-view images by CAD model retrieval	14
Spreadsheet quality assurance: a literature review	14
Factor-wise disentangled contrastive learning for cross-domain few-shot molecular property prediction	14
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
A survey on learning from graphs with heterophily: recent advances and future directions	13
System dynamics based evolutionary game model for data transaction quality regulation	13
On the parameterized complexity of minimum/maximum degree vertex deletion on several special graphs	13
Incorporating contextual evidence to improve implicit discourse relation recognition in Chinese	13
The rhythm of execution: unveiling the impact of sandbox execution time on cyber threat intelligence data	13

Improved paraphrase generation via controllable latent diffusion	13
Bidirectional chain-of-thought for zero-shot object navigation	12
Graph-Segmenter: graph transformer with boundary-aware attention for semantic segmentation	12
D-Cubicle: boosting data transfer dynamically for large-scale analytical queries in single-GPU systems	12
Learning multi-tasks with inconsistent labels by using auxiliary big task	12
An approach for detecting LDoS attack based on cloud model	12
Kronos: towards bus contention-aware job scheduling in warehouse scale computers	12
A user requirements-oriented privacy policy self-adaption scheme in cloud computing	12
Multi-constraint reinforcement learning in complex robot environments	12
Referring image segmentation with attention guided cross modal fusion for semantic oriented languages	11
SR-AFU: super-resolution network using adaptive frequency component upsampling and multi-resolution features	11
An efficient graph data compression model based on the germ quotient set structure	11
Single image super-resolution: a comprehensive review and recent insight	11
Generating empathetic responses through emotion tracking and constraint guidance	11
Exact satisfiability and phase transition analysis of the regular (k, d)-CNF formula	11
Unsupervised spectral feature selection algorithms for high dimensional data	11
Labeling-based centrality approaches for identifying critical edges on temporal graphs	10
Streaming algorithms for triangle counting: adversarial robustness and the weighted case	10
A survey of dynamic graph neural networks	10
Adaptive network combination for single-image reflection removal: a domain generalization perspective	10
ISM: intra-class similarity mixing for time series augmentation	10
Multi-user reinforcement learning based task migration in mobile edge computing	10
Announcement of the 2024 FCS Paper Awards	10
Attribute augmentation-based label integration for crowdsourcing	10
Offline/online attribute-based searchable encryption scheme from ideal lattices for IoT	10
Exploiting blockchain for dependable services in zero-trust vehicular networks	10
Exploring speech clues for Chinese aspect-based sentiment analysis	10
Foundation model enhanced derivative-free cognitive diagnosis	10
VSAN: A new visualization method for super-large-scale academic networks	10
On the upper bounds of (1,0)-super solutions for the regular balanced random (k,2s)-SAT problem	10
Index-free triangle-based graph local clustering	10
Dynamic traveling time forecasting based on spatial-temporal graph convolutional networks	9
Fully distributed identity-based threshold signatures with identifiable aborts	9
Adaptive detection of encrypted malware traffic via fully convolutional masked autoencoders	9
Linkable and traceable anonymous authentication with fine-grained access control	9
Super solutions of the model RB	9
A graph-based contrastive learning framework for medicare insurance fraud detection	9
ICCG: low-cost and efficient consistency with adaptive synchronization for metadata replication	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
VIS+AI: integrating visualization with artificial intelligence for efficient data analysis	9
Collective domain adversarial learning for unsupervised domain adaptation	9
Foundation models for topic modeling: a case study	9
Task-aware pre-training for facial action analysis	9
Joint fuzzy background and adaptive foreground model for moving target detection	8
An effective fault localization approach for Verilog based on enhanced contexts	8
Quantifying predictability of sequential recommendation via logical constraints	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
A hybrid memory architecture supporting fine-grained data migration	8
Exploiting large language model with reinforcement learning for generative job recommendations	8
ARCosmetics: a real-time augmented reality cosmetics try-on system	8
Accelerating constraint-based neural network repairs by example prioritization and selection	8
Achieving >97% on GSM8K: deeply understanding the problems makes LLMs better solvers for math word problems	8
Certificateless network coding proxy signatures from lattice	8
Learning group interaction for sports video understanding from a perspective of athlete	8
Generalized splitting-ring number theoretic transform	8
Large language models make sample-efficient recommender systems	8
Precise control of page cache for containers	8
Genome-wide primer scan (GPS): a python package for a flexible, reliable and large-scale primer design toolkit	8
Disk based pay-as-you-go record linkage	8
MLDA: a multi-level k-degree anonymity scheme on directed social network graphs	8
Learning from shortcut: a shortcut-guided approach for explainable graph learning	8
Endowing rotation invariance for 3D finger shape and vein verification	8
Dynamic-EC: an efficient dynamic erasure coding method for permissioned blockchain systems	8
Meaningful image encryption algorithm based on compressive sensing and integer wavelet transform	8