With the rapid advances in foundation models, retrieval-augmented generation, tool use, and autonomous planning, intelligent agents are evolving from standalone inference units into service entities capable of environment perception, task decomposition, tool invocation, collaborative decision-making, and continuous execution. This trend is reshaping service computing from conventional service composition and invocation toward agent-oriented workflow orchestration, resource-aware deployment, execution efficiency optimization, and end-to-end QoS assurance. In this context, several key challenges have emerged, including multi-agent collaboration, integration of heterogeneous models and service components, elastic deployment across cloud-edge-end environments, and the joint optimization of latency, throughput, reliability, and cost. This special session focuses on the emerging intersection of agent collaboration and service computing. It solicits original research on agent workflow orchestration and execution, multi-agent coordination mechanisms, service composition and resource scheduling, inference acceleration and deployment optimization, performance modeling, and QoS assurance. The goal is to bring together recent advances in theories, methodologies, systems, and applications, and to promote efficient, reliable, and scalable agent systems for complex service scenarios.

Topics:

1. Multi-agent collaboration and coordination mechanisms
2. Agentic workflow modeling, planning, and orchestration
3. Task scheduling and resource allocation for agentic workflows
4. QoS-aware execution, scheduling, and assurance for agent services
5. Performance modeling and efficiency optimization for agent systems
6. Training, fine-tuning, and adaptation for agent systems
7. Inference serving and performance optimization for agent services
8. Benchmarking, profiling, and performance evaluation for agent systemsm

Submit Method:
1, submit it via the link: https://easychair.org/my2/conference?conf=iccc202601 (after entering the link, click on the corresponding topic)
2, send your manuscript to iccc2015@vip.163.com with subject "Submit+Special Session-5+Paper Title". (请通过邮件发送稿件，邮件题目：Submit+Special Session-5+Paper Title)

Assoc. Prof. Danyang Zheng, Southwest Jiaotong University, China

Danyang Zheng, is an Associate Professor at Southwest Jiaotong University. His research focuses on AI for networking and agent service computing. He has published more than 70 papers in leading journals and conferences in computer networks and service computing, including IEEE/ACM Transactions on Networking, IEEE Transactions on Services Computing, IEEE Transactions on Network Science and Engineering, IEEE Transactions on Network and Service Management, and IEEE INFOCOM. He serves as an Associate Editor of Big Data Mining and Analytics and has held organizing roles in several international conferences, including ICCC, WCCCT, and IEEE ICNC. He was selected for a provincial high-level youth talent program in Sichuan and has also served as a Competition Manager for WorldSkills International.