Advanced Intelligent Computing Technology and Applications

21st International Conference, ICIC 2025, Ningbo, China, July 26-29, 2025, Proceedings, Part XXI
Herausgeber: Huang, De-Shuang; Pan, Yijie; Zhang, Qinhu; Zhang, Chuanlei

• Broschiertes Buch

Produktbeschreibung

The 20-volume set LNCS 15842-15861, together with the 4-volume set LNAI 15862-15865 and the 4-volume set LNBI 15866-15869, constitutes the refereed proceedings of the 21st International Conference on Intelligent Computing, ICIC 2025, held in Ningbo, China, during July 26-29, 2025. The 1206 papers presented in these proceedings books were carefully reviewed and selected from 4032 submissions. They deal with emerging and challenging topics in artificial intelligence, machine learning, pattern recognition, bioinformatics, and computational biology.   

Produktdetails

• Verlag: Springer Nature Singapore / Springer Singapore
• Seitenzahl: 540
• Erscheinungstermin: 21. August 2025
• Englisch
• ISBN-13: 9789819500055
• ISBN-10: 9819500052
• Artikelnr.: 74802495

Inhaltsangabe

.
Neural Networks. .
Domain Attention and Confidence
Aware Unsupervised Domain Adaptation Network. .
Enhanced Spatio
Temporal Extended Pattern Diffusion Network for Traffic Flow Forecasting. .
Research on Digital 3D Reconstruction of Cultural Relics Using Depth Diffusion Gaussian Splatting. .
Improve Self
supervision Learning by Enhancing Invariant Information. .
FQuant: Fast Quantization with Adaptive Resolution via the Clustering Algorithm. .
Solving Seismic Wave Propagation Using an Adaptive Collocation Point[1] Based Physics
Informed Neural Network. .
Improving Story Visualization via Attribute Encoding and Adaptive Attention. .
Text Generation Image Model Based on Gated Convolution Attention Generation Adversarial Network. .
EFF
ViT: A Vision Transformer with Feature Enhancement and Fusion for Fine
Grained Visual Classification. .
Concept
based Reasoning Explanation for Deep Neural Networks: Drawing on Human Decision
making. .
OOD Generalization of GNNs through Causal Stabilization Learning. .
BiGuidedPrompt: Dynamic Bidirectional Guided Multimodal Prompt Learning. .
Flight Arrival Delay Prediction Based on Bidirectional Temporal Convolutional Networks. .
Multi
Granularity Filter Pruning for Deep Neural Network Compression. .
EEGTCT: Electroencephalogram
based Chinese Text Decoding. .
Decoupled Graph Neural Networks with Hybrid Data Augmentation. .
Non
invasive Emotion Perception from Gait by Sparse and Spatial
Temporal Excitation based Graph Convolutional Network. .
Resource
Constrained Scheduling in Containerized Edge Computing Using Graph Transformer
Enhanced DQN. .
REAMP: A Redundancy Elimination System for AMP
GNN Acceleration. .
AGD
Net: An Attention
Guided Network for Joint Background Suppression and Defect
Aware Detail Enhancement. .
Guarding Graph Neural Networks Against Backdoor Attacks
A Training Loss Dynamics Approach. .
Dual
Resolution Segmentation Network Utilizing Multi
Scale Features for Metal Defect Detection. .
Robust Multiview Point Cloud Registration with Reliable Sparse Graph and Adaptive Reweighting. .
Keyphrase Generation Based on the Fusion of Sequence and Word Graph Features. .
Decoupled Dual
Path Diffusion: Precise Spatial
Semantic Modeling for Human
Object Interaction Generation. .
Enhancing Virtual Try
On with Text
Image Fusion Guidance. .
Showing Many Labels in Multi
label Classification Models: An Empirical Study of Adversarial Examples. .
A Wireless Collaborated Inference Acceleration Framework for Plant Disease Recognition. .
Unsupervised Learning for Solving the Graph Edit Distance. .
MCE:One
Shot method to relation extraction based on LLMs. .
Device Anomaly Sound Detection Based on Unsupervised Adversarial Distillation Domain Adaptation. .
Multi
Bit Mechanism: Towards Ultra
Low Time Steps for Spiking Neural Networks. .
FB
SAM: An Effective Learning Framework for First Break Picking Based on the SAM Model with Limited Data. .
Feature Visualization in 3D Convolutional Neural Networks. .
Multi
Dimensional Spatiotemporal Modeling for Multimodal Emotion Recognition in Conversations. .
Multi
Scale Periodic Residual State Space Model for Time Series Forecasting. .
YOLO
MAOD: An Algorithm for Ground Object Detection in Open
Pit Mine Based on Remote Sensing Images. .
SimMix: Enhancing Label Consistency in Graph Mixup for Improved Graph Classification. .
GUIDE: Learnable Deep Contrastive Graph Clustering with Centrality Guidance. .
LEFF
YOLO: A Lightweight Cherry Tomato Detection YOLOv8 Network with Enhanced Feature Fusion. .
Hierarchical Text Graph Learning for Inductive Text Classification. .
Co
GNN: A Co
Optimization Framework for Memory and Computation in Sampling
based GNN Training. .
FGSMS: Fine
Grained SM Scheduling for Efficient Deep Learning Computing. .
Spatiotemporal PM10 Concentration Forecasting via Residual Attention Fusion and Mixture
of
Experts Enhanced Graph Neural Network.