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Author:   Honghao Gao ,  Xinheng Wang
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032211675

ISBN 10:   3032211670
Pages:   550
Publication Date:   08 April 2026
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Not yet available  
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Table of Contents

.- 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.

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