From the 1 of 3 linked papers with an AI index.
3 papers
cs.AI2026
ReasFlow: Assisting Reasoning-Centric Scientific Discovery in Applied Mathematics via a Knowledge-Based Multi-Agent System
Yutong He, Daibo Li, Guohong Li +15
ReasFlow is an autonomous multi‑agent system that leverages large language models to perform rigorous mathematical reasoning, retrieve relevant knowledge, and generate complete res…
cs.LG2026
FedSLoP: Memory-Efficient Federated Learning with Low-Rank Gradient Projection
Yutong He, Zhengyang Huang, Jiahe Geng +1
Federated learning enables a population of clients to collaboratively train machine learning models without exchanging their raw data, but standard algorithms such as FedAvg suffer…
math.OC2026
SUDA-Muon: Structural Design Principles and Boundaries for Fully Decentralized Muon
Hengrui Zhang, Boao Kong, Jiahe Geng +1
Fully decentralized Muon is difficult because its nonlinear matrix-sign operator does not commute with linear gossip averaging. This makes decentralized Muon a structural design pr…