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ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

论文数24

被引数

期刊论文 24

发表时间

A Hybrid Learning Approach for Continual Knowledge Graph Embedding: Contrastive Masking and Joint Anti-Forgetting 持续知识图谱嵌入的混合学习方法：对比掩码和联合抗遗忘

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Lai, Nanhui; Jin, Ke; Long, Yingchao; Yu, Weihao; Huang, Jin

DialGACL: Nonlinear Graph Attention Reasoning with Contrastive Learning for Complex Dialogue Fact Verification DialGACL：基于对比学习的非线性图注意力推理在复杂对话事实验证中的应用

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Xia, Wei; Zhong, Yu; Gong, Linfeng; Yang, Yulong; Zhao, Sifan; Cui, Shaoguo

ConSens: Assessing Context Grounding in Open-Book Question Answering ConSens: 评估开放型问答中的上下文锚定

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Vankov, Ivan; Ivanov, Matyo; Correia, Adriana; Botev, Victor

Can LLM-Generated Textual Explanations Enhance Model Classification Performance? An Empirical Study LLM生成的文本解释能否增强模型分类性能？一项实证研究

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Dhaini, Mahdi; Vladika, Juraj; Erdogan, Ege; Attaoui, Zineb; Kasneci, Gjergji

RRetFC: Leveraging Recursive Retrieval For LLM-Enhanced Complex Fact-Checking 递归检索增强的复杂事实核查方法

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Xie, Yuxuan; Liu, Xiaoliang; Wu, Peng; Pan, Li

ACGCN: A Sequence-Attention-Based Graph Convolutional Model for Enhanced Recommendation Systems ACGCN：一种基于序列注意力机制的图卷积增强推荐系统模型

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Liao, Mingke; Yao, Feng; Yang, Yang

Federated Privacy-Preserving for Cross-Domain Sequential Recommendation 联邦隐私保护跨域序列推荐

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Chen, Su; Dong, Yan; Shang, Yanmin; Xu, Xiaolin; Lin, Xixun

ConDTab: Conditional Diffusion Transformer for Mixed-Type Tabular Synthesis with Dual Attention Latent Encoding ConDTab：用于混合类型表格合成的条件扩散变换器与双重注意力潜在编码

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Wang, Ruoxuan; Li, Shiying; Fan, Liuyi; Ma, Wei; Li, Zexi; Ai, Xinbo

TimbreAdv: Timbre Adversarial Attacks on Speaker Verification Systems TimbreAdv：语音音色对抗攻击在说话人验证系统中的应用

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Xiao, Ye; Yao, Wenhan; Li, Zexin; Yang, Jinsu; Chen, Yuhao; Luo, Xiandang; Xiao, Fen; Wen, Weiping

PGD: Probe Guided Decoding for Alignment PGD：探针引导解码用于对齐

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Chen, Changxin

A Two-Stage Framework Integrating Prompt Learning and Fine-Tuning for Code Summarization 两阶段框架：集成提示学习与微调的代码摘要方法

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Sun, Xiaoshu; Lv, Siqi; Wan, Wei; Qin, Yiming; Hu, Gang

SWIFT: State-Space Wavelet Integrated Forecasting Technology for Enhanced Time Series Prediction SWIFT：用于增强时间序列预测的状态空间小波集成预测技术

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Li, Wei

TimeFlowDiffuser: A Hierarchical Diffusion Framework with Adaptive Context Sampling for Multi-horizon Time Series Forecasting TimeFlowDiffuser: 一种具有自适应上下文采样的多时间尺度时间序列预测的层次扩散框架

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Li, Wei

Sustainable Techniques to Improve Data Quality for Training Image-Based Explanatory Models for Recommender Systems 用于提升推荐系统图像基础解释性模型训练数据质量的可持续技术

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Paz-Ruza, Jorge; Esteban-Martinez, David; Alonso-Betanzos, Amparo; Guijarro-Berdinas, Bertha

Time Series Generation for Augmenting Multi-channel Automotive Audio Data 多通道汽车音频数据增强的时间序列生成

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Engler, Philipp; van Elst, Ludger; Schichtel, Peter; Dengel, Andreas; Ahmed, Sheraz

ChiMDQA: Towards Comprehensive Chinese Document QA with Fine-Grained Evaluation ChiMDQA：面向细粒度评估的全面中文文档问答

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Gao, Jing; Luo, Shutiao; Liu, Yumeng; Li, Yuanming; Zeng, Hongji

Real-Time and Personalized Product Recommendations for Large E-Commerce Platforms 面向大型电子商务平台的实时个性化产品推荐

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Tolloso, Matteo; Bacciu, Davide; Mokarizadeh, Shahab; Varesi, Marco

Hyperparameter-Free Bi-level Knowledge Graph Optimization for Link Prediction 无超参数双层知识图谱优化用于链接预测

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Li, Hao; Mei, Tong; Fang, Jiaxin

Toward Better Document-Level Relation Extraction: De-sampling and Mixture of Experts in Action 迈向更优的文档级关系抽取：去采样与专家混合机制的应用

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Sheng, Xiaojun; Wei, Shilong; Wang, Yafei; Li, Minmin; Wang, Weixi; Guo, Renzhong; Yang, Qi

Multimodal Sentiment Analysis with Parallel Attention and Correlation Fusion 基于并行注意力和相关性融合的多模态情感分析

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT III

IF0

2026-01-01

PREAI

Liu, Xiaoqiang; Lei, Jie; Wu, Jiaqi; Feng, Zunlei; Liang, Ronghua