Advanced Intelligent Computing Technology and Applications
21st International Conference on Intelligent Computing, ICIC 2025, Ningbo, China, July 26-29, 2025, Proceedings, Part XV
Herausgeber: Huang, De-Shuang; Pan, Yijie; Zhang, Qinhu; Zhang, Chuanlei
Advanced Intelligent Computing Technology and Applications
21st International Conference on Intelligent Computing, ICIC 2025, Ningbo, China, July 26-29, 2025, Proceedings, Part XV
Herausgeber: Huang, De-Shuang; Pan, Yijie; Zhang, Qinhu; Zhang, Chuanlei
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This 20-volume set LNCS 15842-15861 constitutes - in conjunction with the 4-volume set LNAI 15862-15865 and the 4-volume set LNBI 15866-15869 - the refereed proceedings of the 21st International Conference on Intelligent Computing, ICIC 2025, held in Ningbo, China, during July 26-29, 2025. The total of 1206 regular papers were carefully reviewed and selected from 4032 submissions. This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing…mehr
This 20-volume set LNCS 15842-15861 constitutes - in conjunction with the 4-volume set LNAI 15862-15865 and the 4-volume set LNBI 15866-15869 - the refereed proceedings of the 21st International Conference on Intelligent Computing, ICIC 2025, held in Ningbo, China, during July 26-29, 2025. The total of 1206 regular papers were carefully reviewed and selected from 4032 submissions. This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was "Advanced Intelligent Computing Technology and Applications".
Produktdetails
- Produktdetails
- Verlag: Springer Nature Singapore / Springer Singapore
- Seitenzahl: 525
- Erscheinungstermin: 25. August 2025
- Englisch
- ISBN-13: 9789819699131
- ISBN-10: 9819699134
- Artikelnr.: 74804595
- Herstellerkennzeichnung
- Libri GmbH
- Europaallee 1
- 36244 Bad Hersfeld
- gpsr@libri.de
- Verlag: Springer Nature Singapore / Springer Singapore
- Seitenzahl: 525
- Erscheinungstermin: 25. August 2025
- Englisch
- ISBN-13: 9789819699131
- ISBN-10: 9819699134
- Artikelnr.: 74804595
- Herstellerkennzeichnung
- Libri GmbH
- Europaallee 1
- 36244 Bad Hersfeld
- gpsr@libri.de
.
Intelligent Computing in Communication Networks .
UAV cluster dynamic deployment in edge data acquisition system. .
Multi
cluster Layer
sharing Container Scheduling in Cloud
Edge Collaboration. .
FairMS: Fair DNN Model Selection Algorithm for Collaborative Edge Intelligence. .
Delay
Energy Tradeoff for Intelligent Online Partial Offloading in Mobile Edge Computing. .
A Consortium Blockchain Framework for Low
Storage Coal Mine Dispatch Speech System. .
Federated Dynamic Aggregation Learning Based on Parameter Decomposition to Combat Noisy Data. .
QoE Oriented Efficient MEC
Assisted Rendering Scheme for Virtual Reality. .
IAE
LoRa: Interference
Aware and Energy
Efficient LoRa Optimization using Reinforcement Learning. .
SecureNT: Smart Topology Obfuscation for Privacy
Aware Network Monitoring. .
Data Annotation Crowdsourcing Matching Optimization Method in Blockchain Environment: Based on Deep Reinforcement Learning. .
Joint Resource Allocation for Downlink NOMA
Assisted CR
SWIPT System. .
A Cross
Layer and Multi
Center Authentication Fusion Framework for Mobile Industrial Internet of Things. .
MENTOR: Malicious Network Traffic Detection Through Optimized LLM based Recognition. .
EDGaE: Efficient Distributed Graph Neural Network Training System at the Edge. .
Dynamic Service Migration and Resource Allocation for UAV
Assisted Vehicular Edge Computing. .
Intelligent Routing Decision Making Based on GGKM: Combining GCN and Deep Reinforcement Learning. .
INT
LLM: Adaptive Path Planner for In
band Network Telemetry via Large Language Models. .
PIKA: A Rate Control Mechanism for Real
Time Video Streaming Assisted by 5G Link Quality. .
SatDetector: Critical Nodes Detection for LEO Satellite Networks Based on Evolutionary Algorithm. .
Tongs: A Multi
Objective Scheduling Framework for Network Flow. .
Bimodal Data
Driven Optimization of Human Action Recognition: Combining CSI and Video Intelligence Analysis. .
Automated Cloud
Native Dynamic Network Policy Generation Based on Microservices Topology. .
Intelligent Computing in Finance Banking .
Deep Reinforcement Learning
based Portfolio Optimization with Black Litterman Model under Elliptical Distributions. .
FAEF: Frequency
Adaptive Economics Forecasting That Works. .
Semantic Information Tells the Truth: A Novel Approach to Numerical Veracity for Large Language Models in Financial Market Analytics. .
Asset
Centric Factor
Opinion Pair Extraction from Market Analysis Reports. .
Large Language Model
guided DeepFutures for Accurate Domestic Futures Trading. .
LightFSA: A Lightweight Financial Sentiment Analysis Model. .
Hidden Market Patterns: A Spatio
temporal Graph Auto
Encoder for Stock Price Forecasting and Portfolio Optimization Strategy. .
Deep Multi
View Factor Entropy Pooling: A Novel Framework for Adaptive Portfolio Optimization. .
Overnight Stock Movement Prediction Based on Dynamic Graph Neural Networks. .
Fraud Detection Based on Dynamic Graph Neural Networks. .
Virtual Reality and Human
Computer Interaction .
Spatial
Aware Anchor Growth for 3D Gaussian Field Reconstruction. .
EMFIN: A Multimodal Fusion Algorithm and Intelligent Navigation System for Intelligent Chemistry Experiments. .
AMC
Net: Adaptive Multi
Channel Sampling and Deep Reconstruction for Block
Based Image Compressive Sensing. .
ULTRA
Net: An Efficient and Interpretable Deep Network for Low
Dose CT Images Denoising. .
GESTURE
MINE: A Gesture Interaction
based VR enhancement for Mine Safety Inspection Training. .
Attention
Modulated Transformer for In
Air Handwriting Recognition. .
ARR
Net: An Adaptive Redundancy Reduction Network for Compressed Sensing. .
HD
Tex: Leveraging Structural Priors for High
Fidelity Texture Synthesis. .
AR
VitalSense: Enabling Real
Time Vital Sign Monitoring in Dynamic Environments. .
JoyLive: Efficient audio
driven portrait animation by 3D implict keypoints. .
MLAD: A Two
Stage Fully Automated Multi
Perspective Tabular Data Anomaly Detection Framework.
Intelligent Computing in Communication Networks .
UAV cluster dynamic deployment in edge data acquisition system. .
Multi
cluster Layer
sharing Container Scheduling in Cloud
Edge Collaboration. .
FairMS: Fair DNN Model Selection Algorithm for Collaborative Edge Intelligence. .
Delay
Energy Tradeoff for Intelligent Online Partial Offloading in Mobile Edge Computing. .
A Consortium Blockchain Framework for Low
Storage Coal Mine Dispatch Speech System. .
Federated Dynamic Aggregation Learning Based on Parameter Decomposition to Combat Noisy Data. .
QoE Oriented Efficient MEC
Assisted Rendering Scheme for Virtual Reality. .
IAE
LoRa: Interference
Aware and Energy
Efficient LoRa Optimization using Reinforcement Learning. .
SecureNT: Smart Topology Obfuscation for Privacy
Aware Network Monitoring. .
Data Annotation Crowdsourcing Matching Optimization Method in Blockchain Environment: Based on Deep Reinforcement Learning. .
Joint Resource Allocation for Downlink NOMA
Assisted CR
SWIPT System. .
A Cross
Layer and Multi
Center Authentication Fusion Framework for Mobile Industrial Internet of Things. .
MENTOR: Malicious Network Traffic Detection Through Optimized LLM based Recognition. .
EDGaE: Efficient Distributed Graph Neural Network Training System at the Edge. .
Dynamic Service Migration and Resource Allocation for UAV
Assisted Vehicular Edge Computing. .
Intelligent Routing Decision Making Based on GGKM: Combining GCN and Deep Reinforcement Learning. .
INT
LLM: Adaptive Path Planner for In
band Network Telemetry via Large Language Models. .
PIKA: A Rate Control Mechanism for Real
Time Video Streaming Assisted by 5G Link Quality. .
SatDetector: Critical Nodes Detection for LEO Satellite Networks Based on Evolutionary Algorithm. .
Tongs: A Multi
Objective Scheduling Framework for Network Flow. .
Bimodal Data
Driven Optimization of Human Action Recognition: Combining CSI and Video Intelligence Analysis. .
Automated Cloud
Native Dynamic Network Policy Generation Based on Microservices Topology. .
Intelligent Computing in Finance Banking .
Deep Reinforcement Learning
based Portfolio Optimization with Black Litterman Model under Elliptical Distributions. .
FAEF: Frequency
Adaptive Economics Forecasting That Works. .
Semantic Information Tells the Truth: A Novel Approach to Numerical Veracity for Large Language Models in Financial Market Analytics. .
Asset
Centric Factor
Opinion Pair Extraction from Market Analysis Reports. .
Large Language Model
guided DeepFutures for Accurate Domestic Futures Trading. .
LightFSA: A Lightweight Financial Sentiment Analysis Model. .
Hidden Market Patterns: A Spatio
temporal Graph Auto
Encoder for Stock Price Forecasting and Portfolio Optimization Strategy. .
Deep Multi
View Factor Entropy Pooling: A Novel Framework for Adaptive Portfolio Optimization. .
Overnight Stock Movement Prediction Based on Dynamic Graph Neural Networks. .
Fraud Detection Based on Dynamic Graph Neural Networks. .
Virtual Reality and Human
Computer Interaction .
Spatial
Aware Anchor Growth for 3D Gaussian Field Reconstruction. .
EMFIN: A Multimodal Fusion Algorithm and Intelligent Navigation System for Intelligent Chemistry Experiments. .
AMC
Net: Adaptive Multi
Channel Sampling and Deep Reconstruction for Block
Based Image Compressive Sensing. .
ULTRA
Net: An Efficient and Interpretable Deep Network for Low
Dose CT Images Denoising. .
GESTURE
MINE: A Gesture Interaction
based VR enhancement for Mine Safety Inspection Training. .
Attention
Modulated Transformer for In
Air Handwriting Recognition. .
ARR
Net: An Adaptive Redundancy Reduction Network for Compressed Sensing. .
HD
Tex: Leveraging Structural Priors for High
Fidelity Texture Synthesis. .
AR
VitalSense: Enabling Real
Time Vital Sign Monitoring in Dynamic Environments. .
JoyLive: Efficient audio
driven portrait animation by 3D implict keypoints. .
MLAD: A Two
Stage Fully Automated Multi
Perspective Tabular Data Anomaly Detection Framework.
.
Intelligent Computing in Communication Networks .
UAV cluster dynamic deployment in edge data acquisition system. .
Multi
cluster Layer
sharing Container Scheduling in Cloud
Edge Collaboration. .
FairMS: Fair DNN Model Selection Algorithm for Collaborative Edge Intelligence. .
Delay
Energy Tradeoff for Intelligent Online Partial Offloading in Mobile Edge Computing. .
A Consortium Blockchain Framework for Low
Storage Coal Mine Dispatch Speech System. .
Federated Dynamic Aggregation Learning Based on Parameter Decomposition to Combat Noisy Data. .
QoE Oriented Efficient MEC
Assisted Rendering Scheme for Virtual Reality. .
IAE
LoRa: Interference
Aware and Energy
Efficient LoRa Optimization using Reinforcement Learning. .
SecureNT: Smart Topology Obfuscation for Privacy
Aware Network Monitoring. .
Data Annotation Crowdsourcing Matching Optimization Method in Blockchain Environment: Based on Deep Reinforcement Learning. .
Joint Resource Allocation for Downlink NOMA
Assisted CR
SWIPT System. .
A Cross
Layer and Multi
Center Authentication Fusion Framework for Mobile Industrial Internet of Things. .
MENTOR: Malicious Network Traffic Detection Through Optimized LLM based Recognition. .
EDGaE: Efficient Distributed Graph Neural Network Training System at the Edge. .
Dynamic Service Migration and Resource Allocation for UAV
Assisted Vehicular Edge Computing. .
Intelligent Routing Decision Making Based on GGKM: Combining GCN and Deep Reinforcement Learning. .
INT
LLM: Adaptive Path Planner for In
band Network Telemetry via Large Language Models. .
PIKA: A Rate Control Mechanism for Real
Time Video Streaming Assisted by 5G Link Quality. .
SatDetector: Critical Nodes Detection for LEO Satellite Networks Based on Evolutionary Algorithm. .
Tongs: A Multi
Objective Scheduling Framework for Network Flow. .
Bimodal Data
Driven Optimization of Human Action Recognition: Combining CSI and Video Intelligence Analysis. .
Automated Cloud
Native Dynamic Network Policy Generation Based on Microservices Topology. .
Intelligent Computing in Finance Banking .
Deep Reinforcement Learning
based Portfolio Optimization with Black Litterman Model under Elliptical Distributions. .
FAEF: Frequency
Adaptive Economics Forecasting That Works. .
Semantic Information Tells the Truth: A Novel Approach to Numerical Veracity for Large Language Models in Financial Market Analytics. .
Asset
Centric Factor
Opinion Pair Extraction from Market Analysis Reports. .
Large Language Model
guided DeepFutures for Accurate Domestic Futures Trading. .
LightFSA: A Lightweight Financial Sentiment Analysis Model. .
Hidden Market Patterns: A Spatio
temporal Graph Auto
Encoder for Stock Price Forecasting and Portfolio Optimization Strategy. .
Deep Multi
View Factor Entropy Pooling: A Novel Framework for Adaptive Portfolio Optimization. .
Overnight Stock Movement Prediction Based on Dynamic Graph Neural Networks. .
Fraud Detection Based on Dynamic Graph Neural Networks. .
Virtual Reality and Human
Computer Interaction .
Spatial
Aware Anchor Growth for 3D Gaussian Field Reconstruction. .
EMFIN: A Multimodal Fusion Algorithm and Intelligent Navigation System for Intelligent Chemistry Experiments. .
AMC
Net: Adaptive Multi
Channel Sampling and Deep Reconstruction for Block
Based Image Compressive Sensing. .
ULTRA
Net: An Efficient and Interpretable Deep Network for Low
Dose CT Images Denoising. .
GESTURE
MINE: A Gesture Interaction
based VR enhancement for Mine Safety Inspection Training. .
Attention
Modulated Transformer for In
Air Handwriting Recognition. .
ARR
Net: An Adaptive Redundancy Reduction Network for Compressed Sensing. .
HD
Tex: Leveraging Structural Priors for High
Fidelity Texture Synthesis. .
AR
VitalSense: Enabling Real
Time Vital Sign Monitoring in Dynamic Environments. .
JoyLive: Efficient audio
driven portrait animation by 3D implict keypoints. .
MLAD: A Two
Stage Fully Automated Multi
Perspective Tabular Data Anomaly Detection Framework.
Intelligent Computing in Communication Networks .
UAV cluster dynamic deployment in edge data acquisition system. .
Multi
cluster Layer
sharing Container Scheduling in Cloud
Edge Collaboration. .
FairMS: Fair DNN Model Selection Algorithm for Collaborative Edge Intelligence. .
Delay
Energy Tradeoff for Intelligent Online Partial Offloading in Mobile Edge Computing. .
A Consortium Blockchain Framework for Low
Storage Coal Mine Dispatch Speech System. .
Federated Dynamic Aggregation Learning Based on Parameter Decomposition to Combat Noisy Data. .
QoE Oriented Efficient MEC
Assisted Rendering Scheme for Virtual Reality. .
IAE
LoRa: Interference
Aware and Energy
Efficient LoRa Optimization using Reinforcement Learning. .
SecureNT: Smart Topology Obfuscation for Privacy
Aware Network Monitoring. .
Data Annotation Crowdsourcing Matching Optimization Method in Blockchain Environment: Based on Deep Reinforcement Learning. .
Joint Resource Allocation for Downlink NOMA
Assisted CR
SWIPT System. .
A Cross
Layer and Multi
Center Authentication Fusion Framework for Mobile Industrial Internet of Things. .
MENTOR: Malicious Network Traffic Detection Through Optimized LLM based Recognition. .
EDGaE: Efficient Distributed Graph Neural Network Training System at the Edge. .
Dynamic Service Migration and Resource Allocation for UAV
Assisted Vehicular Edge Computing. .
Intelligent Routing Decision Making Based on GGKM: Combining GCN and Deep Reinforcement Learning. .
INT
LLM: Adaptive Path Planner for In
band Network Telemetry via Large Language Models. .
PIKA: A Rate Control Mechanism for Real
Time Video Streaming Assisted by 5G Link Quality. .
SatDetector: Critical Nodes Detection for LEO Satellite Networks Based on Evolutionary Algorithm. .
Tongs: A Multi
Objective Scheduling Framework for Network Flow. .
Bimodal Data
Driven Optimization of Human Action Recognition: Combining CSI and Video Intelligence Analysis. .
Automated Cloud
Native Dynamic Network Policy Generation Based on Microservices Topology. .
Intelligent Computing in Finance Banking .
Deep Reinforcement Learning
based Portfolio Optimization with Black Litterman Model under Elliptical Distributions. .
FAEF: Frequency
Adaptive Economics Forecasting That Works. .
Semantic Information Tells the Truth: A Novel Approach to Numerical Veracity for Large Language Models in Financial Market Analytics. .
Asset
Centric Factor
Opinion Pair Extraction from Market Analysis Reports. .
Large Language Model
guided DeepFutures for Accurate Domestic Futures Trading. .
LightFSA: A Lightweight Financial Sentiment Analysis Model. .
Hidden Market Patterns: A Spatio
temporal Graph Auto
Encoder for Stock Price Forecasting and Portfolio Optimization Strategy. .
Deep Multi
View Factor Entropy Pooling: A Novel Framework for Adaptive Portfolio Optimization. .
Overnight Stock Movement Prediction Based on Dynamic Graph Neural Networks. .
Fraud Detection Based on Dynamic Graph Neural Networks. .
Virtual Reality and Human
Computer Interaction .
Spatial
Aware Anchor Growth for 3D Gaussian Field Reconstruction. .
EMFIN: A Multimodal Fusion Algorithm and Intelligent Navigation System for Intelligent Chemistry Experiments. .
AMC
Net: Adaptive Multi
Channel Sampling and Deep Reconstruction for Block
Based Image Compressive Sensing. .
ULTRA
Net: An Efficient and Interpretable Deep Network for Low
Dose CT Images Denoising. .
GESTURE
MINE: A Gesture Interaction
based VR enhancement for Mine Safety Inspection Training. .
Attention
Modulated Transformer for In
Air Handwriting Recognition. .
ARR
Net: An Adaptive Redundancy Reduction Network for Compressed Sensing. .
HD
Tex: Leveraging Structural Priors for High
Fidelity Texture Synthesis. .
AR
VitalSense: Enabling Real
Time Vital Sign Monitoring in Dynamic Environments. .
JoyLive: Efficient audio
driven portrait animation by 3D implict keypoints. .
MLAD: A Two
Stage Fully Automated Multi
Perspective Tabular Data Anomaly Detection Framework.