Part of the 2026 IEEE World Congress on SERVICES
July 13-18
Sydney, Australia
13:00 – 14:10
SSE-CON-S1
LLM-Based Software Engineering and Code Generation
Room: 115
Session Chair: Xiao Liu
SSE_REG_16: ChatPerfTest: A framework for LLM-based JMH microbenchmark generation
Chen Zhi, Zehao Hu, Dong Li, Cheng Qin, Maike Li, Yueshen Xu, Xinkui Zhao, Shuiguang Deng, Jianwei Yin
SSE_REG_62: DeepView: A Generalizable Debugging Methodology for Enabling Large Language Models on Emerging AI Accelerators
Kaoutar El Maghraoui, Jordan Sullivan, Seep Goel, Aishwariya Chakraborty, Priyanka Naik, Sahil Suneja, Flavia Janine Rosante, Rashed Bhatti, Pablo Gonzalez, Todd Deshane, Borja Godoy, Praveen Jayachandran, Alaa Youssef, Raghu Kiran Ganti
SSE_REG_89: Failure Analysis of LLM-Generated Workflow Definitions
Alidu Abubakari, Michele Ciavotta, Flavio De Paoli
13:00 – 14:10
SSE-SSEedu-S1
Keynote Speech
Room: 204
Session Chair: Zhiying Tu, Harbin Institute of Technology
Welcome from the Chairs
Keynote: AI Impact on Smart Courses and Teaching Models for Software Services Engineering Education
Xiaofei Xu, Professor, Faculty of Computing, Harbin Institute of Technology
14:10 – 15:20
SSE-CON-S2
LLM Agents, Orchestration, and Service Composition
Room: 115
Session Chair: Sami Yangui
SSE_REG_22: Verifier-Grounded Runtime Mediation for LLM Agent Procedural Compliance Hitoshi Yabusaki
SSE_REG_79: A Hybrid LLM-Based Framework for Automated Cloud Service Composition from Natural Language
Wided Meflah, Hayet Brabra, Mohamed Sellami, Ali Nour Eldin, Walid Gaaloul
SSE_REG_90: Leveraging Architectural Context in LLM-based Access Control Policy Generation for Microservices
Can Önal, Marco Tonnarelli, Indika Kumara, Damian Andrew Tamburri, Willem-Jan van den Heuvel
14:10 – 15:20
SSE-SSEedu-S2
Keynote Speech
Room: 204
Session Chair: Shijun Liu, Shandong University
Keynote: The History, Repeating Themes and Future of Computer Science and Software Engineering Education
Carl K. Chang, Professor Emeritus, Iowa State University
Chair Professor (Courtesy Appointment), National Central University in Taiwan
15:50 – 17:00
SSE-CON-S3
Trust, Provenance, and Blockchain Services I
Room: 115
Session Chair: Xiao Liu
SSE_REG_26: TrustGen: Robust On-Chain Provenance for Generative AI via Orthogonalized Visual Fingerprinting and Lightweight Matching
Zhiguo Ma, Yucong Lu, Zhong Xin, Keyang He, Yufeng Li, Meng Han
SSE_REG_27: EG-MAP: An Evidence-Grounded Multi-Agent Service Platform for Trustworthy Smart Contract Auditing
Zhuoli Song, Linhe Yue, Zejia Tao, Qiyun Han, Wenjie Zeng, Zhiyu Xu, Shantanu Pal, Chengzu Dong
SSE_REG_30: UniTrust: A Context-Aware Trust Hypercube for Decentralized Reputation Management
Zhiguo Ma, Borui Yu, Wenpeng Xing, Changting Lin, Yourong Chen, Liyuan Liu, Meng Han
15:50 – 17:00
SSE-SSEedu-S3
Invited Talk Session 1 (3 talks)
Room: 204
Session Chair: Bo Li, Victoria University, Melbourne, Australia
Invited talk: Research on Modular Teaching for Vocational Needs Based on LDA Topic Analysis
Jingyuan Feng, Xiaomei Yu, Lixiang Zhao, Tingting Zhao, Yingying Ye and Jiachen Zheng
Invited talk: Research on Modular Teaching for Vocational Needs Based on LDA Topic Analysis
Bo Li, Lu Zhao, Wenjie Ye, Sunam Pradhan and Yuan Miao
Invited talk: Exploring an Endless Learning Paradigm Supported by Large Model Services and Educational Agents
Wenxuan Ouyang, Guangxu Mei, Li Pan and Sheharyar Khan
13:00 – 14:10
SSE-CON-S4
Trust, Provenance, and Blockchain Services II
Room: 115
Session Chair: Chengzu Dong
SSE_REG_29: A Signature-Authenticated Trust Evaluation Framework for Multi-Source Off-Chain Data Aggregation
Meng Han, Zhi Zhang, Yiqun Zheng, Keyang He, Wenpeng Xing, Yifeng Zhang, Changting Lin, Yourong Chen
SSE_REG_59: CTAG: Context-Aware Trust Graph Algebra for Multi-Level Trust Evaluation in Heterogeneous On-Chain Social Networks
Zhiguo Ma, Enqi Cai, Wenpeng Xing, Mingyuan Yan, Liyuan Liu, Meng Han, Yourong Chen
SSE_REG_88: FitRAG: Self-Improving LLM-Based Services through Feedback-Driven Adapter Lifecycle Management
Riza Alaudin Syah, Irvan Putra, Krishna Malik, Emily Lomempow, Christoforus Yoga Haryanto
13:00 – 14:10
SSE-SSEedu-S4
Keynote Speech
Room: 204
Session Chair: Zhiying Tu, Harbin Institute of Technology
Keynote: From Coders to Orchestrators: Educating Software Engineers for the Agentic Era
Amin Beheshti, Macquarie University in Sydney, Australia
Keynote: Teaching Feedback Loop Engineering: How Mentees Learn to Assess and Advance Open-Source Projects on the ACMM Scale
Andrew Anderson, Software Architect, IBM Research
14:10 – 15:20
SSE-CON-S5
Edge, Vehicular, and Satellite Computing Services
Room: 115
Session Chair: Jia Xu
SSE_REG_25: SatBaco: Load-balanced and Latency-optimized Cooperative Service Migration for Satellite Computing
Chuanxiu Chi, Yiran Zhang, Yingjie Wang, Ao Zhou, Qibo Sun, Rajkumar Buyya, Shangguang Wang
SSE_REG_31: Fine-Grained DNN Partitioning and Offloading with Cold Start Mitigation in Vehicular Edge Computing
Yiyang Nie, Yunfei Zhang, Huiying Jin, Pengcheng Zhang
SSE_REG_74: Adaptive Hierarchical Model Collaboration for Vehicle-Edge-Cloud Perception Services in CAVs
Xiaoyong Jiang, Songyuan Li, Xiaoyan Liu, Yeping Zhu, Jianbing Zhang, Jiwei Huang
14:10 – 15:20
SSE-SSEedu-S5
Panel
Room: 204
Interactive Panel Discussion: Facing Change: Software Engineering Education in the Era of AI-Driven Software Development
Moderator: Shijun Liu, Shandong University, China
Panelists:
Professor Amin Beheshti, Macquarie University in Sydney, Australia
Professor Zhiying Tu, Harbin Institute of Technology, China
Professor Stephan Reiff marganiec, University of Derby, UK
Professor Yingjie Wang, Yantai University, China
Professor Zhihui Lu, Fudan University, China
15:20-15:50 Coffee Break
15:50 – 17:00
SSE-CON-S6
QoS, Recommendation, and Federated Learning
Room: 115
Session Chair: Yingjie Wang
SSE_REG_57: ST-DGL: Spatio-Temporal Dynamic Graph Learning for Mobile Edge QoS Prediction
Guobing Zou, Fei Zhao, Shengxiang Hu, Song Yang, Shengye Pang, Yanglan Gan, Bofeng Zhang
SSE_REG_63: Privacy-Preserving Cross-Workflow Recommendation via Federated Learning on Semantic Knowledge Graphs
Jia Zhang, Chang Liu, Xihao Xie, Zeyu Han, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee
SSE_REG_61: ASLoRA: An Adaptive Scaling Method for Rotational LoRA in Federated Large Language Model Fine-Tuning
Xu Han, Siyuan Wu, Cheng Chen, Hao Tian, Guoqiang Liu, Wanchun Dou
15:50 – 17:00
SSE-SSEedu-S6
Invited Talk Session 2 (3 talks)
Room: 204
Session Chair: Guangxu Mei, Shandong University, China
Invited talk: An LLM-enhanced Framework for Assessing Student Knowledge Mastery in Software Engineering Education
Wanchun Dou, Ke Ma and Zheng Li
Invited talk: Multi-Mode Gamified Programming Training and Competition Platform
Hua Zhang, Zihan Li, Hongliang Sun, Bolin Zhang, Dianhui Chu and Zhiying Tu
Invited talk: Micro-lecture Design and Instructional Evaluation Based on Eye-Tracking Technology
Tingting Zhao, Xiaomei Yu, Xiaotong Jiao, Jingyuan Feng, Yingying Ye and Xiangwei Zheng
13:00 – 14:10
SSE-CON-S7
Intelligent Services and Multimodal Systems
Room: 115
Session Chair: Sami Yangui
SSE_REG_45: An Approach for Joint Recognition of Intent and Emotion Based on Multimodal Data
Mingtao Liu, Zhizhong Liu, Peng Song, Ziqiang Yu, Kai Zhang, Zhenbin Du
SSE_REG_64: A Dynamic Path Planning Method for UAV-Enabled Inspection Services
Zhehong Wang, Hao Tian, Cheng Chen, Mingxu Jiang, Zheng Li, Wanchun Dou
SSE_REG_51: SCBSA: Synergistic Co-optimization of Berth and Stowage Allocation for Ro-Ro Terminals
Junqi Lyu, Binbin Feng, Kaiyu Zhang, Zhijun Ding
10:40 – 11:50
SSE-CON-S8
Architectures for the Compute Continuum and Emerging Models
Room: 115
Session Chair: Sami Yangui
SSE_REG_73: BPACC: A Business Process Aware Architecture for Intent-Based Orchestration Across the Compute Continuum
Elimane Yassine Seidou, Jeremy Mechouche, Walid Gaaloul
SSE_REG_12: Emergent Capabilities in Diffusion Models Driven by Mobile Crowd Sensing
Li Yingxin, Wang Yingjie
SSE_REG_17: LLM Summarization Performance Across CPU and GPU Deployments
Tse Chuan Hsu, Shu Yun Chen
SSE_REG_87: From Findings to Reports: Multi-Agent Smart Contract Repair-as-a-Service with Tool Fusion, Deduplication, and Second-Pass Validation
Liam Xu, Jiale Wu, Xinghao Xu, Nanzhu Yin, Chengzu Dong and Shiping Chen
13:00 – 14:10
SSE-CON-S9
Short Papers: Services, Pipelines, and Prompting
Room: 115
Session Chair: Yingjie Wang
SSE_SHT_28: A Privacy-Preserving Copyright Protection System for Large Vision-Language Models Combining Blockchain and Zero-Knowledge Proofs
Zhiguo Ma, Zhong Xin, Yucong Lu, Keyang He, Yufeng Li, Meng Han
SSE_SHT_65: A Lightweight ML Service Pipeline for Label-Free Industrial Degradation Monitoring
Leif Tomy Varapuzhakaran, Hye Won Chun, Jong H. Kim, Zhongli Dong, Young Choon Lee, Jincheol Kim
SSE_SHT_77: What Does a Prompt Actually Do? A Systematic Ablation Study of Prompt Components in LLM Code Generation Rukmangadha Peddapalli Venkatappa