Opening Ceremony

Welcome remarks and official photo session

Keynote 1: Toward Scalable Generative AI via Mixture of Experts in Mobile Edge Networks and Metaverse

Dusit Niyato
Nanyang Technological University, Singapore

Keynote 2: Multimodal Scene Understanding and Multimodal Foundation Model

Jungong Han
Tsinghua University, China

Coffee Break

Session 1: Federated Learning and Large Language Models

Session 2: Security Enhancement Schemes

Session 3: Architectures and Algorithms for IoT

• Unmanned Aerial Vehicle Identity Authentication Method for Open-Set of RF Signal and Cross-domain Scenario
• DASFO: Dependency-Aware Scalable Function Offloading Framework for Intelligent Connected Vehicles
• Towards Reliable Distributed Systems for Safety-Critical Vehicle-Road-Cloud Continuum

Session 4: Cryptographic Schemes

• Do not Keep Guessing: Enhanced Secure Cloud Storage with Keyword Search and Deduplication
• EP-BPRE: Efficient Pairing-free Broadcast Proxy Re-encryption for Secure Data Sharing in Internet of Vehicle

Lunch Break

Session 1: Federated Learning and Large Language Models

• MobileLogZip: Lightweight LLM-Driven Tiered Log Compression for Mobile Computing
• STrustzoneFL: Secure Federated Learning based on TrustZone
• A Prototype Network Assisted Training Mechanism for Edge Federated Learning Models
• Heterogeneous Federated Learning of Data and Models Based on Adaptive Personalized Aggregation Prototype

Session 2: Security Enhancement Schemes

• Robust Reinforcement Learning for Q-Network in Worst-Case Scenarios
• Improving NTP Time Synchronization Accuracy for NTS Enhancement
• Wave-to-Mute: In-Cabin Single Gesture Mute Control via Acoustic Sensing
• SPUAuth: Strengthening Pattern Unlock Authentication with Behavioral Biometrics Against Shoulder Surfing Attacks
• Multi-Task Skill Learning via Meta-Policy Guided Fine-Tuning

Session 3: Architectures and Algorithms for IoT

• FloodTracker: Towards Truly Wireless and Battery-Free Flood Monitoring with Flute
• Heuristic-Enhanced Multi-Agent Learning for Intelligent Caching and Offloading in UAV-Enabled SAGIN
• Joint UAV Deployment, Task Offloading and Resource Allocation for Multi-UAV Collaborative Edge Computing Network
• Mobility-Aware Resource Scheduling in 6G Space-Air-Ground Integrated Networks: A GNN-Enhanced DRL Approach
• Using Machine Learning to Take Stay-or-Go Decisions in Data-driven Drone Missions
• A Trustworthy Task Offloading Scheme based on Tournament and Elitist Genetic Algorithm for Vehicular Networks

Session 4: Cryptographic Schemes

• Privacy-Preserving Cross-Domain Authentication in IoV with Lightweight SM2 Group Signatures
• Secure and Flexible HD Wallets: Enabling Mnemonic Updates and Threshold-Controlled Key Derivation
• A Lightweight Multi-Authority KP-ABE Scheme Supporting Large Attribute Universes
• A Hierarchical Key-Based Dynamic Cross-Domain Authentication Scheme for VANETs
• A Provably Secure and Fault-Tolerant Verifiable Encryption Scheme with Blockchain-Based Private Key Custody
• A Dynamic Load Balancing Scheme with Differential Privacy for Traffic Analysis in Security Crowdsourcing Platforms

Coffee Break

Session 1: Federated Learning and Large Language Models

• Location-based LLM (LLLM): Trip Purpose Estimation Using Language Models of Location Data
• A Low-Resource Vision Transformer Accelerator for Edge Applications
• Enhancing Heterogeneous Federated Learning via Historical Dual Knowledge Distillation
• A Lightweight Federated Learning Framework with Dynamic Local Differential Privacy and Transfer Learning
• A Multi-modality Dynamic Feature Fusion Method for Android Malware Detection
• Multi-distance Identifies Backdoors Attack in Privacy-Preserving Federated Learning

Session 2: Security Enhancement Schemes

• A Trust-based Incentive Mechanism Combined with Behavioral Economics and Payment Member for Truth Discovery in Mobile Crowdsensing
• Progressive Weight Loading: Accelerating Initial Inference and Gradually Boosting Performance on Resource-Constrained Environments
• An Traffic Prediction Scheme for LEO Satellite Networks with Graph Neural Networks
• Gaze-Aware Voronoi-Based Key Region Optimization for Virtual Reality Text Input

Session 3: Architectures and Algorithms for IoT

• Neuro Evolutionary Swarm Intelligence Framework for Real Time Anomaly Detection in IoT Enabled Industrial Networks
• A Hierarchical Federated Framework for Task Offloading in Satellite-terrestrial Integrated IoT Networks
• DPA: An Efficient Cross-Domain Face Anti-Spoofing Framework via Dual-Parallel Adapter Fine-Tuning
• Mitigating Phishing Attacks Through Multi-Layer Edge Task Offloading For Cyber-Physical Systems

Session 4: Cryptographic Schemes

• Heavy Hitter Identification in Large Domains with Personalized Local Differential Privacy
• A Blockchain-Assisted Outsourced Signcryption Scheme for Fine-Grained VSN Data Sharing System
• One More Bit, Much More Security? Differential Fault Analysis of 5-bit S-Box Candidates in the NIST LWC Competition
• MLM-ABE: A Privacy-Preserving Access Control Scheme for Multi-LLM APIs and Local Sensitive Data

Social Dinner

InterContinental Shanghai Lingang New City
Bus transfer is arranged between the venue and the restaurant.

Visit the Shanghai Astronomy Museum

Shanghai Astronomy Museum
Bus transfer is arranged between the venue and the restaurant

Lunch Break

Closing Remarks