2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 2 cited
CE-LoRA: Computation-Efficient LoRA Fine-Tuning for Language Models
Guanduo Chen, Yutong He, Yipeng Hu +2
Large Language Models (LLMs) demonstrate exceptional performance across various tasks but demand substantial computational resources even for fine-tuning computation. Although Low-…
math.OC2024
A Mathematics-Inspired Learning-to-Optimize Framework for Decentralized Optimization
Yutong He, Qiulin Shang, Xinmeng Huang +2
Most decentralized optimization algorithms are handcrafted. While endowed with strong theoretical guarantees, these algorithms generally target a broad class of problems, thereby n…