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/conferences/?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.

Assoc. Prof. Wenting Wei, Xidian University, China

Wenting Wei, is an Associate Professor at Xidian University. Her main research interests include intelligent networking and computing-network integration. She has published more than 50 papers in leading journals and conferences,including IEEE/ACM Transactions on Networking, IEEE Transactions on Paralleland Distributed Systems, IEEE Transactions on Network Science and Engineering,IEEE Transactions on Network and Service Management, IEEE Transactions onIntelligent Transportation Systems and NeurIPS and is a recipient of 2022 IEEEICCT Best Paper Award. She has served as a guest editor of IEEE Transactions onConsumer Electronics and has held organizing roles in several internationalconferences, including PAAP, ICA3PP and ISCIT. She also served as a TPC Memberof international academic conferences such as ICA3PP, ICCT, PAAP and BIGCOM.

Asst. Prof. Jialong Li, Shenzhen University of Advanced Technology (SUAT), China

Jialong Li , is an Assistant Professor at Shenzhen University of Advanced Technology (SUAT). Before joining SUAT, he was a postdoctoral researcher at the Max Planck Institute for Informatics, where he worked with Yiting Xia and Anja Feldmann (ACM Fellow). He received his B.E. and Ph.D. degrees in Electronic Engineering from Tsinghua University in 2016 and 2021, respectively. His research focuses on networking for machine learning and data center networks. He has published first-author papers in top venues such as SIGCOMM, NSDI, and IEEE/ACM Transactions on Networking. He has authored over 30 academic papers and has served as a reviewer for journals such as IEEE/ACM Transactions on Networking and IEEE Transactions on Communications.

Assoc. Prof. Chengzong Peng, Chengdu University of Information Technology, China

Chengzong Peng, Ph.D., Associate professor, IEEE member, CCF member. His research focuses on network reliability, cyberspace security, artificial intelligence. He has published over 30 SCI/EI papers, including IEEE INFOCOM, IEEE TNSM, IEEE IoTJ, and Computer Networks. He is currently leading/working on multiple national and provincial-level scientific research projects. He is serving as the TPC of ICNC 2025, and has served as the Session Chair of WCCCT 2024, WCCCT 2025, and the Talk Chair of ACM TURC 2024. He has also served as a reviewer for multiple well-known international academic journals and conferences, such as Big Data Mining and Analytics, Expert System with Applications, and Computer Network.