Dimitris Papailiopoulos
~Dimitris_Papailiopoulos1
12
论文总数
6.0
年均投稿
平均评分
接收情况9/12
会议分布
ICLR
6
ICML
4
COLM
1
NeurIPS
1
发表论文 (12 篇)
20259 篇
4
Task Vectors in In-Context Learning: Emergence, Formation, and Benefits
COLM 2025Poster
4
KV-Dict: Sparse KV Cache Compression with Universal Dictionaries
ICLR 2025Rejected
4
Lexico: Extreme KV Cache Compression via Sparse Coding over Universal Dictionaries
ICML 2025Poster
3
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data
ICLR 2025Poster
4
Extrapolation by Association: Length Generalization Transfer In Transformers
NeurIPS 2025Spotlight
4
Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges
ICML 2025Poster
4
Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition
ICLR 2025Rejected
4
Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition
ICML 2025Spotlight
4
VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data
ICML 2025Oral