Collaborative Computing: Networking, Applications and Worksharing: 21st EAI International Conference, CollaborateCom 2025, Shanghai, China, November 1516, 2025, Proceedings, Part I [Pehme köide]

.- Large Language Models & Recommendation systems.
.- Multi-Scale Semantic Reprogramming for Time Series Forecasting with Large
Language Models.
.- ChunkPassGPT: A Chunk-Level Pattern-Guided Generative Password Guessing
Model.
.-  ClusLazyFR: An Efficient Federated Recommendation Scheme via User
Clustering and Lazy Aggregation.
.- RPDP-Guard: Defending Large Language Models Against Jailbreaking Attacks
Through Risk Perception and Dynamic Prompting.
.- An External Knowledge Enhanced Multimodal Method for Improving Chinese
Spelling Correction.
.- AQFM: AN AUTOMATIC QUESTION ANSWERING FRAMEWORK BASED ON THE COLLABORATION
OF LOW-PARAMETER LLMS.
.- Enhanced Spoofing Speech Detection with Self-Supervised Feature Extraction
and Multi-Expert Models.
.- Multimodal Knowledge-enhanced Sequence Modeling Method for Conversational
Recommender Systems.
.- A^3LLM: A Novel Large Language Model-based Method For Attack Alert
Analysis.
.- Deep Learning and application.
.- JIT-Coka: An Improved Framework for Just-in-Time Defect Prediction and
Localization Using Fused Features of Code Change.
.- Multi-Stage Fuzzy Job Scheduling in Collaborative Heterogeneous Clouds via
a Hybrid NSGA-II and Deep Reinforcement Learning Approach.
.- HybCompress-MARL:Hybrid Model Compression with Multi-agent Reinforcement
Learning for CNN.
.- DentSplat: Dental Occlusion Novel View Synthesis from Sparse Intra-Oral
Photographs.
.- Structure-Guided Update of Dynamic Graphs under Local Differential
Privacy.
- TS-EWM: An End-to-end Speech Watermarking Scheme Based On Multimodal
Multi-branch Decoder And Multi-sensory Orthogonal Projection Gradient
Optimization.
.- RL-Based Test Case Prioritization with LSTM-Attention Reward Function.
.- iPPGYdrNet: HR Extraction under Motion and Occlusion Conditions.
.- SimAECLR: A Contrastive Learning Approach with Autoencoder for ECG Signals
Classification under Limited Labeled Data.
.- MobileRehab: Smartphone-Based Rehabilitation Monitoring Using Active
Acoustic Sensing.
.- Cross-Modal Medical Image Translation based on Adversarial Diffusion
Model.
.-  A Time Flow Neural Network For Solving Time-Varying Steady-State Maximum
Flow Problem.
.- RGMN: Residual-Gated Multimodal Network for Android Malware Detection via
Configuration Text and Three-Channel Image.
.- Chinese Spelling Correction via Fine-Grained Multi Feature Fusion.
.- Multi-task learning and Multi-Scale Time series Fusion for Unexpected
Refusal Prediction in Online Booking Services.
.- CDConvNet: Context-aware Convolutional Network with Dynamic Weight for
Time Series Forecasting.
.- MultiDepNet: Integrating Semantic Dependency and Multimodal Complementary
Information to Enhance Multimodal Depression Estimation.
.- Towards Online Surround-view System Calibration for Autonomous Driving.
.- Crossformer-based Bandwidth Prediction for Multipath Video Streaming.