Network Optimization & Distributed Intelligence

聚焦高性能网络优化、边缘计算、分布式学习与隐私安全

About NODI

The Network Optimization and Distributed Intelligence Laboratory (NODI Lab.) at Jilin University focuses on advancing the efficiency, scalability, and security of modern computing infrastructures. Our research spans high-performance networking, edge and cloud computing, and distributed machine learning, with a special emphasis on security and robustness in decentralized systems. We aim to address fundamental challenges in large-scale distributed intelligence through interdisciplinary methods that combine theoretical rigor with practical system design. NODI Lab. actively collaborates with academic and industrial partners worldwide and is committed to training the next generation of researchers and engineers in networked intelligent systems. We welcome prospective students and collaborators who share our vision and passion for building intelligent, secure, and scalable distributed systems.

Announcements

Recent Publications

  • 📄 "FedDiAL: Adaptive Federated Learning with Hierarchical Discriminative Network for Large Pre-trained Models" was accepted to ACM KDD 2025.
  • 📄 Collaborative work "Triply Laplacian Scale Mixture Modeling for Seismic Data Noise Suppression" is now available on arXiv.
  • 📄 "Straggler-Resilient Decentralized Learning via Adaptive Asynchronous Update" was accepted to MobiHoc 2024.
  • Open Positions

  • 🎓 We are recruiting 3 Ph.D. and 5 Master students for Fall 2026. Candidates should have a strong background in computer science, electrical engineering, mathematics, or related fields.
  • 🧪 We are also seeking highly motivated Postdoctoral researchers with expertise in distributed learning, networking, or security.
  • 🤝 NODI Lab. is actively seeking collaborations across academia and industry.
  • Lab News

  • 📌 We are pleased to welcome Yitong Ma from Southeast University (China), who will join NODI Lab as a Ph.D. student.
  • 📌 Six undergraduate students from Jilin University have recently joined NODI Lab. to participate in research and training activities.
  • 📌 Keqing Fan, a direct Ph.D. student from Jilin University, has joined NODI Lab. Welcome!