Author

Dianxuan Fu

Observed names: Fu, Dianxuan, 傅典轩 Fu Dianxuan

Institutions: Shanghai Jiao Tong University, Jilin University

Observed institutions: Shanghai Jiao Tong University, Jilin University, State Key Laboratory of Advanced Optical Communication Systems and Networks, State Key Laboratory of Advanced Optical Communication Systems and Networks

ORCID: 0009-0004-7127-6992

Observed ORCID: 0009-0004-7127-6992

OpenAlex ID: A5017319744

AI agent for autonomous optical networks: architectures, technologies, and prospects [Invited Tutorial]

2026 · Yihao Zhang, Qizhi Qiu, et al. · Journal of Optical Communications and Networking · 7

First Field-Trial Demonstration of L4 Autonomous Optical Network for Distributed AI Training Communication: An Llm-Powered Multi-AI-Agent Solution

2025 · Yihao Zhang, Qizhi Qiu, et al. · European Conference on Optical Communication · 5

GASTPipe: Resource-Efficient Hybrid Parallelism Scheme for Distributed AI Training Over Cross-DC Optical Networks

2025 · Dianxuan Fu, Xiaomin Liu, et al. · European Conference on Optical Communication · 2

Spectrum-Efficient DML Scheduling Scheme by Balancing Link Load in Optical WAN

2024 · Jiaping Wu, Dianxuan Fu, et al. · Opto-Electronics and Communications Conference (OECC) · 2

EvoTeam: Multi-Agent Collaboration via Evolving Teams

2026 · Cao, Qinuo, He, Xin, et al. · arXiv (Cornell University)

SkillPoison: Progressive Skill Poisoning via Successful Experiences

2026 · Zhang, Lizhi, He, Xin, et al. · arXiv (Cornell University)

First Demonstration of Multi-Agent LLM System for Million-Scale Optical Link Management in Global Production AIDCs

2026 · Su, Jingyi, Zhang, Yihao, et al. · arXiv (Cornell University)

CD-CBA: a cross-domain communication-bound-aware resource allocation framework for pipeline-parallel distributed LLM training over dynamic multi-datacenter optical networks

2026 · Dianxuan Fu, Yihao Zhang, et al. · Journal of Optical Communications and Networking

Analysis and Future-Guided Prediction for Optical Transceiver Failures in AI Data Center Networks

2026 · Jingyi Su, Dianxuan Fu, et al. · Optical Fiber Communication Conference

CBA: Communication-Bound-Aware Cross-Domain Resource Assignment for Pipeline-Parallel Distributed LLM Training in Dynamic Multi-DC Optical Networks

2025 · Fu, Dianxuan, Liu, Xiaomin, et al. · arXiv (Cornell University)

SWAN: A Network-Aware Scheduler for Adaptive Optical Network Reconfiguration in Distributed LLM Training

2025 · Xingyu Liu, Dianxuan Fu, et al. · Asia Communications and Photonics Conference

光网络智能数字孪生建模理论与技术（特邀）

2025 · 诸葛群碧 Zhuge Qunbi, 张一豪 Zhang Yihao, et al. · Acta Optica Sinica

Works count: 13

Citation count: 17

H-index: 2

I10-index: