agentic evolution 1ascend c 1knowledge augmentation 1large language models 1neural processing unit 1operator generation 1
From the 1 of 11 linked papers with an AI index.
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cs.AI2026
AgenticCANN: Automated Ascend C Operator Generation via Knowledge-Augmented Agentic Evolution
Junhao Qiu, Zidong Wang, Yansong Sun +3
The paper introduces AgenticCANN, a framework that uses large language models combined with knowledge‑augmented, stage‑adaptive agents to automatically generate and optimize Ascend…
cs.AI2026
Few-for-Many Personalized Federated Learning
Ping Guo, Tiantian Zhang, Xi Lin +3
Personalized Federated Learning (PFL) aims to train customized models for clients with highly heterogeneous data distributions while preserving data privacy. Existing approaches of…
cs.AI2025
CoEvo: Continual Evolution of Symbolic Solutions Using Large Language Models
Ping Guo, Qingfu Zhang, Xi Lin
The discovery of symbolic solutions -- mathematical expressions, logical rules, and algorithmic structures -- is fundamental to advancing scientific and engineering progress. Howev…