Engineering of Complex Computer Systems : 29th International Conference, ICECCS 2025, Hangzhou, China, July 2–4, 2025, Proceedings / edited by Yuan Zhou, Sin G. Teo, Xiaofei Xie, Zuohua Ding, Yang Liu.

Format:

Book

Author/Creator:

Zhou, Yuan.

Contributor:

Teo, Sin G.

Xie, Xiaofei.

Gu, Zhengqiu.

Liu, Yang.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 15746

Language:

English

Subjects (All):

Application software.

Computer and Information Systems Applications.

Local Subjects:

Computer and Information Systems Applications.

Physical Description:

1 online resource (760 pages)

Edition:

1st ed. 2026.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2026.

Summary:

This book constitutes the refereed proceedings of the 29th International Conference on Engineering of Complex Computer Systems, ICECCS 2025, which took place in Hangzhou, China, during July 2-4, 2025. The 21 full papers, 3 short papers and 8 position papers included in this book were carefully reviewed and selected from 70 submissions. They were organized in topical sections as follows: Machine Learning for Complex Systems; Trustworthy Deep Learning; Edge Computing Systems; Large Language Models Empowered Software Engineering; Formal Methods; Program Analysis; Position Papers: Large Language Model Agents; Position Papers: Software Engineering for Large Language Models; and Position Papers: Large Language Models for Software Engineering. set programming; functional programming; languages, methods and tools; and declarative solutions.

Contents:

Machine Learning for Complex Systems.

Runtime Anomaly Detection for Drones: An Integrated Rule Mining and Unsupervised Learning Approach.

FinPTA: An Effective Model for Financial Sentiment Analysis.

Single Image Defocus Deblurring in Photography Systems.

AMF GCN: An Adaptive Graph Convolution Network for Pull-up Evaluation.

A Q learning driven multi crossover NSGA II framework for energy efficient hybrid flow shop scheduling.

MixRecLGB: Language-Enhanced Mixed Attention for Temporal Context Modeling in Time Series Forecasting.

Trustworthy Deep Learning.

PAMUS: An Entropy Loss Based Poisoning Attack for Undermining Machine Unlearning.

Certified Enumeration of AI Explanations: A Focus on Monotonic Classifiers.

Random Resampling of Training Data for Effective Verification Strategy Prediction.

DeepMR: A Learning Based Approach for Efficient Mutation Reduction in DNN Fault Localization.

Investigating the OOV Problem and Its Impacts on Neural Program Repair

Edge Computing Systems.

Auction Based Caching Decision Algorithm for IoT Traffic with Popular and Fresh Content.

Maximizing Long term Task Completion Ratio of 3D UAV Enabled Wirelessly Powered MEC System.

Towards Efficient and Secure Multimodal Misinformation Detection.

Large Language Models for Software Engineering.

Leveraging Large Language Models for Feature Envy Detection: A Context Aware and Reasoning Driven Approach.

RustMap: Towards Project-Scale C to Rust Migration via Program Analysis and LLM.

Formal Methods.

LTL Model Checking of Concurrent Self Modifying Code.

Checking Linearizability of Multi Core Task Management and Scheduling System.

Contract based Verification of Digital Twins.

Verifying Neural Network Controlled Systems by Combining Taylor Models and Linear Abstract Domains.

Model Checking Nondeterministic Behaviours in the Tendermint Byzantine Fault Tolerant Blockchain Consensus Protocol.

Program Analysis.

Uncover the Risks of Outdated Dependencies in Software Supply Chains: Insights from the npm Ecosystem.

EMS HFL: A Hybrid based Fault Localization.

CONTAST: Graph Embedding based Fault Localization Integrating AST and Context Awareness.

Large Language Model Agents.

A Vision for Access Control in LLM Agent Systems.

Agent Behavior: The Regulatory Object of the Agent Centric Online Ecosystem in Digital Age.

Empowering Embodied Agents with Semantic Intelligence.

An Analytical Perspective on Software Engineering for Large Language Models.

LiCoVer: LLM Powered Automated OSS License Compliance Verification.

UFPC: A Unified Framework for Source and Binary Program Comprehension.

TestCaseMig: LLM Driven Test Case Migration for Evolving Codebases.

Evolaris: A Roadmap to Self Evolving Software Intelligence Management.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

3-032-00828-X

9783032008282

OCLC:

1546970264