activity
20232025
most citedHAP: SPMD DNN Training on Heterogeneous GPU Clusters with Automated Program Synthesis

16 citations · 19 across the 7 of their papers we have counts for

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2 papers · 1 filter

cs.LG2025

Towards Robust Learning to Optimize with Theoretical Guarantees

Qingyu Song, Wei Lin, Juncheng Wang +1

Learning to optimize (L2O) is an emerging technique to solve mathematical optimization problems with learning-based methods. Although with great success in many real-world scenario…

cs.LG2025

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs

Yuqian Fu, Yuanheng Zhu, Jiajun Chai +4

Ensembling large language models (LLMs) can effectively combine diverse strengths of different models, offering a promising approach to enhance performance across various tasks. Ho…