余航

2026

基于强-弱互信息掩码学习的可解释动态不完整图异常检测

《软件学报》

DOI

2026

一种基于多样性对比搜索解码的影像报告生成方法

《现代电子技术》

DOI

2026

Domain temporal reasoning of large language models based on multi-source knowledge

Knowledge-Based Systems

DOI

2026

Learning with Blacklists on Graphs via Prototype-Guided Dual-Frequency Filtering

Transactions on Graph Intelligence and Network Applications

DOI

2026

F2-Gen: An Open-Source Web Platform for Scenario-Driven Financial Fraud Data Simulation

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2026

TGNN: A Teacher-Guided Graph Neural Network Framework for Semi-supervised Learning on Non-stationary Streaming Data

Lecture notes in computer science

DOI

2026

A semi-supervised fraud detection model based on fuzzy graph neural networks

Applied Soft Computing

DOI

2026

Mining latent clue chains to enhance performance in few-shot out-of-graph link prediction in temporal knowledge graphs

Knowledge-Based Systems

DOI

2026

Mitigating label noise in graph learning with information bottleneck-guided aggregation and adversarial consistency

Pattern Recognition

DOI

2026

Hop-wise Planning with Iterative Explainable Self-Correction for Knowledge Base Question Answering

ACM Transactions on Information Systems

DOI

2026

Improve robustness of few-shot cross-domain graph anomaly detection via scenario statistics pseudo-labeling

Applied Intelligence

DOI

2025

A Noise-Resistant Model for Graph-based Fraud Detection

Information Processing & Management，Vol. 62, No. 5

DOI

2025

Optimizing knowledge bias: An adaptive correction method for open knowledge graph construction

Neurocomputing

DOI

2025

A graph fraud detection model based on mutual information

Neurocomputing

DOI

2025

CANA: Enhancing Graph-Based Fraud Detection via Confidence-Aware Neighborhood Aggregation

Proceedings - International Conference on Tools with Artificial Intelligence, TAI

DOI

2025

DiffuFuse: Diffusion-Driven Dual-Stream Fusion Framework for Multimodal Sentiment Analysis

ACM International Conference on Multimedia (ACM MM)

DOI

2025

Seeing Sarcasm Through Different Eyes: Analyzing Multimodal Sarcasm Perception in Large Vision-Language Models

IEEE Transactions on Computational Social Systems

DOI

2025

ReCL: A Plug-and-Play Module for Enhancing Generalized Category Discovery Using Transport-Based Method to Uncover the Relationship in Samples

IEEE Transactions on Neural Networks and Learning Systems

DOI

2025

MMGCL: Multi-scale and multi-channel graph contrastive learning for flight anomaly detection

Knowledge-Based Systems

DOI

2025

A Robust Graph Fraud Detection Model Based on Adversarial Reweighting

IEEE Transactions on Computational Social Systems

DOI

2025

Legal knowledge infusion for large language models: A survey

Information Fusion

DOI

2025

Feature Fusion Contrastive Learning and Adaptive Correction Framework for Unsupervised Graph Anomaly Detection

DOI

2025

Shaping pre-trained language models for task-specific embedding generation via consistency calibration

Neural Networks

DOI

2025

Entangle-then-disentangle: a novel approach for enhancing large vision-language model

Machine Learning

DOI

2025

SENA: Leveraging set-level consistency adversarial learning for robust pre-trained language model adaptation

Knowledge-Based Systems

DOI

2025

Contrastive zero-shot relational learning for knowledge graph completion

Knowledge-Based Systems

DOI

2025

A Masked AutoEncoder with Strong-Weak Mutual Information for Anomaly Detection in Dynamic Incomplete Graphs

DOI

2025

Enhancing Zero-Shot Knowledge Graph Relation Prediction through Large Language Models and Contrastive Learning

DOI

2025

Federated Graph Anomaly Detection via Disentangled Representation Learning

DOI

2025

Mitigating Forgetting in Adapting Pre-trained Language Models to Text Processing Tasks via Consistency Alignment

DOI

2025

Promoting Knowledge Base Question Answering by Directing LLMs to Generate Task-relevant Logical Forms

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

A Dual-Module Framework for Graph-Based Fraud Detection

DOI

2025

Exploiting the Relationship within the Unlabelled Samples by Set Matching for Generalized Category Discovery

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2025

Synthesizing global and local perspectives in contrastive learning for graph anomaly detection

Knowledge-Based Systems

DOI

2025

Emotion inference of text based on counterfactual behavior knowledge

Information Fusion

DOI

2025

Spatial–temporal intention representation with multi-agent reinforcement learning for unmanned surface vehicles strategies learning in asset guarding task

Engineering Applications of Artificial Intelligence

DOI

2025

Improving inference via rich path information and logic rules for document-level relation extraction

Knowledge and Information Systems

DOI

2025

Learning from Orthogonal Space with Multimodal Large Models for Generalized Few-shot Segmentation

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2025

A Evaluation-Based Large Model for Multi-Step Behavior Prediction in Intelligent Consumer Electronics

IEEE Transactions on Consumer Electronics

DOI

2025

CAMeL: Cross-Modality Adaptive Meta-Learning for Text-Based Person Retrieval

IEEE Transactions on Information Forensics and Security

DOI

2025

High Specificity Guided Cross-Domain Few-Shot Segmentation

IEEE Transactions on Multimedia

DOI

2025

CLEAR: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs

DOI

2025

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

neural information processing systems

DOI

2024

QuadCDD: A Quadruple-based Approach for Understanding Concept Drift in Data Streams

Expert Systems With Applications，Vol. 238

DOI

2024

Density-Aware Early Fusion for Vehicle Collaborative Perception

IEEE Intelligent Transportation Systems Magazine

DOI

2024

Towards Fraud Detection via Fine-Grained Classification of User Behavior

IEEE Transactions on Big Data

DOI

2024

CA-GNN: A Competence-Aware Graph Neural Network for Semi-Supervised Learning on Streaming Data

IEEE Transactions on Cybernetics

DOI

2024

Improving Inference via Rich Path Information for Dialogue Relation Extraction

Lecture notes in computer science

DOI

2024

Zero-shot sim-to-real transfer using Siamese-Q-Based reinforcement learning

Information Fusion

DOI

2024

DyHDGE: Dynamic heterogeneous transaction graph embedding for safety-centric fraud detection in financial scenarios

Journal of Safety Science and Resilience

DOI

2024

An Adaptive Meta-Reinforcement Learning Algorithm for Simulation to Reality in Dynamic Scene

IEEE Transactions on Intelligent Vehicles

DOI

2024

Homophilic and Heterophilic-Aware Sparse Graph Transformer for Financial Fraud Detection

DOI

2024

How to Design or Learn Prompt for Domain Adaptation?

DOI

2024

IN-GFD: An Interpretable Graph Fraud Detection Model for Spam Reviews

IEEE Transactions on Artificial Intelligence

DOI

2024

HD-LJP: A Hierarchical Dependency-based Legal Judgment Prediction Framework for Multi-task Learning

Knowledge-Based Systems

DOI

2024

Knowledge Graph Reasoning via Dynamic Subgraph Attention with Low Resource Computation

Neurocomputing

DOI

2024

Hierarchical Knowledge-Enhancement Framework for multi-hop knowledge graph reasoning

Neurocomputing

DOI

2024

Barely Supervised Learning for Graph-Based Fraud Detection

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

Adaptive tree-like neural network: Overcoming catastrophic forgetting to classify streaming data with concept drifts

Knowledge-Based Systems

DOI

2024

Hierarchical relationship modeling in multi-agent reinforcement learning for mixed cooperative–competitive environments

Information Fusion

DOI

2024

Knowledge-guided communication preference learning model for multi-agent cooperation

Information Sciences

DOI

2024

Cognitive-based knowledge learning framework for recommendation

Knowledge-Based Systems

DOI

2024

Through the MUD: A Multi-Defendant Charge Prediction Benchmark with Linked Crime Elements

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2024

Guided Knowledge Generation with Language Models for Commonsense Reasoning

DOI

2024

Divide and Conquer: Legal Concept-guided Criminal Court View Generation

DOI

2023

Back to common sense: Oxford dictionary descriptive knowledge augmentation for aspect-based sentiment analysis

Information Processing & Management，Vol. 60, No. 3

DOI

2023

一种新的半监督归纳迁移学习框架：Co-Transfer

《计算机研究与发展》

2023

ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification

Annual Meeting of the Association for Computational Linguistics

DOI

2023

Type-LDD: A Type-Driven Lite Concept Drift Detector for Data Streams

IEEE Transactions on Knowledge and Data Engineering

DOI

2023

Graph-Based Competence Model for Concept Drift Detection

International Conference on Intelligent Systems and Knowledge Engineering (ISKE)

DOI

2023

OD-Enhanced Dynamic Spatial-Temporal Graph Convolutional Network for Metro Passenger Flow Prediction

Lecture notes in computer science

DOI

2023

HCTA:Hierarchical Cooperative Task Allocation in Multi-Agent Reinforcement Learning

Proceedings - International Conference on Tools with Artificial Intelligence, TAI

DOI

2023

Fintech Key-Phrase: A New Chinese Financial High-Tech Dataset Accelerating Expression-Level Information Retrieval

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2023

Review of: "Attention Mechanism Model Combined with Adversarial Learning for E-commerce User Behavior Classification and Personality Recommendation"

DOI

2023

Can we improve meta-learning model in few-shot learning by aligning data distributions?

Knowledge-Based Systems

DOI

2023

Incremental event detection via an improved knowledge distillation based model

Neurocomputing

DOI

2023

Event Extraction Based on the Fusion of Dynamic Prompt Information and Multi-Dimensional Features

DOI

2023

ReGRL: An Informative Graph Representation via Hierarchical Recursive Learning for Legal Case Recommendation

DOI

2023

Multi-Label Text Classification Model Based on Multi-Level Constraint Augmentation and Label Association Attention

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2023

LGM-GNN: A Local and Global Aware Memory-Based Graph Neural Network for Fraud Detection

IEEE Transactions on Big Data

DOI

2023

PTCSpell: Pre-trained Corrector Based on Character Shape and Pinyin for Chinese Spelling Correction

DOI

2023

Prior knowledge modeling for joint intent detection and slot filling

DOI

2022

Global Interest Transfer Guided Session-based Recommendation

IEEE International Conference on Cloud Computing and Intelligent Systems (CCIS)

DOI

2022

Recurrent prediction model for partially observable MDPs

Information Sciences

DOI

2022

Improving embedded knowledge graph multi-hop question answering by introducing relational chain reasoning

Data Mining and Knowledge Discovery

DOI

2022

Detecting group concept drift from multiple data streams

Pattern Recognition

DOI

2022

Multi-label disaster text classification via supervised contrastive learning for social media data

Computers & Electrical Engineering

DOI

2022

Offline Reinforcement Learning via Policy Regularization and Ensemble Q-Functions

Proceedings - International Conference on Tools with Artificial Intelligence, TAI

DOI

2022

Transfer Learning for Regression through Adaptive Gaussian Process

Proceedings - International Conference on Tools with Artificial Intelligence, TAI

DOI

2022

Learning from Suboptimal Demonstration via Trajectory-Ranked Adversarial Imitation

Proceedings - International Conference on Tools with Artificial Intelligence, TAI

DOI

2022

Joint event causality extraction using dual-channel enhanced neural network

Knowledge-Based Systems

DOI

2022

ET-HF: A novel information sharing model to improve multi-agent cooperation

Knowledge-Based Systems

DOI

2022

DAFS: a domain aware few shot generative model for event detection

Machine Learning

DOI

2022

Meta-ADD: A meta-learning based pre-trained model for concept drift active detection

Information Sciences

DOI

2022

A Novel Cascade Model for End-to-End Aspect-Based Social Comment Sentiment Analysis

Electronics

DOI

2022

Entity Representation by Neighboring Relations Topology for Inductive Relation Prediction

Lecture notes in computer science

DOI

2022

IA-ICGCN: Integrating Prior Knowledge via Intra-event Association and Inter-event Causality for Chinese Causal Event Extraction

Lecture notes in computer science

DOI

2022

DBGARE: Across-Within Dual Bipartite Graph Attention for Enhancing Distantly Supervised Relation Extraction

Lecture notes in computer science

DOI

2021

MORStreaming: A Multioutput Regression System for Streaming Data

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2019

Query recommendation based on improved query flow graph

DOI

2015

Research on Extract the Schema of Query Interfaces

International Conference on Intelligent Systems and Knowledge Engineering (ISKE)

DOI

2015

Research on Automate Discovery of Deep Web Interfaces

Lecture notes in computer science

DOI

2026

Semantics–Search Oriented Automated Feature Engineering

SSRN Electronic Journal

DOI

2025

Online Learning Using Deep Random Vector Functional Link Network with Multi Forgetting Factors

SSRN Electronic Journal

DOI