Kun Yuan
~Kun_Yuan4
14
论文总数
7.0
年均投稿
平均评分
接收情况11/14
会议分布
ICLR
5
ICML
5
NeurIPS
4
发表论文 (14 篇)
202512 篇
4
Enhancing Zeroth-order Fine-tuning for Language Models with Low-rank Structures
ICLR 2025Poster
4
A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models
ICML 2025Poster
3
Achieving Linear Speedup and Near-Optimal Complexity for Decentralized Optimization over Row-stochastic Networks
ICML 2025Spotlight
3
Distributed Retraction-Free and Communication-Efficient Optimization on the Stiefel Manifold
ICML 2025Poster
-
Achieving Optimal Complexity in Decentralized Learning over Row-Stochastic Networks
ICLR 2025withdrawn
3
Subspace Optimization for Large Language Models with Convergence Guarantees
ICML 2025Poster
4
A Mathematics-Inspired Learning-to-Optimize Framework for Decentralized Optimization
ICLR 2025Rejected
4
Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance
ICML 2025Spotlight
4
Subspace Optimiztion for Large Language Models with Convergence Guarantees
ICLR 2025Rejected
4
MeCeFO: Enhancing LLM Training Robustness via Fault-Tolerant Optimization
NeurIPS 2025Poster
4
Improving Model Representation and Reducing KV Cache via Skip Connections with First Value Heads
NeurIPS 2025Poster
4
MISA: Memory-Efficient LLMs Optimization with Module-wise Importance Sampling
NeurIPS 2025Poster