 Robustness of Decentralised Learning to Nodes and Data DisruptionComputer Communications (Comput. Commun.), 2024 |
 Communication Optimization for Decentralized Learning atop Bandwidth-limited Edge NetworksInternational Conference on Computer Communications and Networks (ICCCN), 2025 |
 Unified Analysis of Decentralized Gradient Descent: a Contraction Mapping FrameworkIEEE Open Journal of Signal Processing (JOSP), 2025 |
 Chemical knowledge-informed framework for privacy-aware retrosynthesis learningNature Communications (Nat Commun), 2025 |
 Scalable Decentralized Algorithms for Online Personalized Mean EstimationAAAI Conference on Artificial Intelligence (AAAI), 2024 |
 Brain-Inspired Decentralized Satellite Learning in Space Computing Power NetworksIEEE Transactions on Mobile Computing (IEEE TMC), 2025 |
