Advanced Intelligent Computing Technology and Applications

21st International Conference, ICIC 2025, Ningbo, China, July 26-29, 2025, Proceedings, Part XXII
Herausgeber: Huang, De-Shuang; Chen, Haiming; Pan, Yijie; Chen, Wei

• 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
• Erscheinungstermin: 19. August 2025
• Englisch
• ISBN-13: 9789819500086
• ISBN-10: 9819500087
• Artikelnr.: 74800001

Inhaltsangabe

.
Neural Networks. .
Event Data Classification using TPE
based Deep Spiking Neural Networks. .
TIINet: A Three
Stage Interactive Integration Network for RGB
D Salient  Object Detection. .
Dynamic Semantic Graph Learning with Progressive Alignment for Image
Text Matching. .
MGTDGraph: Multi
granularity Graph Attention Networks for Multivariate  Long
term Time Series Forecasting. .
Topology
Aware Discriminative Graph Convolutional Network for  Skeleton
Based Action Recognition. .
Online Delay Learning Algorithm for Feedforward Spiking Neural Networks  Based on Spike Train Kernels. .
Energy
Constrained UAV Network Topology Recovery Based on Graph  Convolutional Networks. .
UBDet: An Unsupervised Breast Tumor Detection Framework with  Boundary
Aware Enhancement. .
Bidirectional Interactive Prompt Fusion and Noise Filtering for Multimodal  Aspect
Based Sentiment Analysis. .
AMTerrain: Research on Arbitrary
Modal Terrain Segmentation Based on  Text Guidance. .
Correlation Adaptive Dynamic Graph Convolutional Networks for Traffic  Flow Prediction. .
EMDC
YOLO: A Residual Multi
Scale Attention and Cross
Scale Fusion based Method for Pedestrian Detection in Crowded Scenes. .
A Novel Lightweight YOLO Method for Satellite Remote Sensing via  Matrix Decomposition. .
TSMDM
Net: A Speech Emotion Recognition Model Based on Multi
Scale  Time Series Dynamic Modeling. .
Research on Contrastive Learning
Based Knowledge Distillation for Deep  Graph Neural Networks. .
Two
view Fusion Graph Neural Networks for Graph Classification. .
MambaForDIF: Distance
Importance Features and Long
Range  Dependencies for Enhancing Aspect
Based Sentiment Analysis. .
FedCWE: Federated Cluster
based Weight Sampling and Ensemble Learning  for Non
IID Data. .
ORE: an Offline Redundancy Elimination System for GNN Acceleration. .
Time Efficiency: Legendre Polynomials in Kolmogorov
Arnold Network. .
SCAUnet: Symmetric Cross
Attention U
net model for Semantic  Segementation. .
Self
Attention Multiscale Mixed Propagation Network Based on Contrastive  Augmentation. .
Sentiment Perception from Tokens: A Multitask Learning Framework with  Entropy
Driven Fusion. .
GCLCP: Graph Contrastive Learning with Convolutional Perturbation for  Recommendation. .
Agro
LLaVA
Next: A Large Multimodal Model for Plant Diseases  Recognization. .
LTL
GCL:A more efficient layer
to
layer graph contrastive learning method  for recommender system. .
IMVGCN : Interactive Multi
view Learning Graph Convolutional Networks for Traffic Flow Forecasting. .
An Inverse Cavity Scattering Inversion Method Based On Adaptive Neural Fuzzy Inference System. .
Entity Backdoor Attacks Against Fine
Tuned Models. .
Knowledge Graph Denoising with Dual Contrast for Recommendation. .
DDformer: Deepfake Detection with Multimodal Fusion Transformer. .
Improved Transfer Learning based on Increased Model Capacity and Weight Re
initialization for ResNet. .
BEVboost: Research on 3D Object Detection Method for Roadside Based on  Multi
Feature Fusion. .
ARG
Net¿Gaze Estimation Based on Adversarial Learning and Learnable  Networks. .
GNN Advanced Heuristics Algorithm for Solving Multi
Depot Vehicle  Problem. .
MSDBNet: A Multi
Scale and Dual
Branch Network for Cross
Domain  Person Re
identification. .
Global and Local Feature Enhancement for Short Video Fake News  Detection. .
SpikingRM: Efficient Scheduling Algorithm Based on Spiking Neural  Network and Deep Reinforcement Learning. .
Infrared Multi
Scale Target Detection Based on Improved YOLOv11 and Spatiotemporal Features. .
Hierarchical Attention
Driven Dynamic Graph Neural Networks for  Accurate Supply Chain Demand Forecasting. .
DHCBR: Evaluating the Influence of Supply Chain Complex Network  Nodes Based on ResNet. .
An Efficient DNN Training Method with Progressive Pruning. .
TPKD: Teacher
Pruned Knowledge Distillation for Point Cloud
Based 3D  Object Detection. .
Network Protocol Security Evaluation via LLM
enhanced Fuzzing in  Extended ProFuzzBench.