George Karypis
~George_Karypis1
21
论文总数
10.5
年均投稿
平均评分
接收情况10/21
会议分布
ICLR
14
NeurIPS
3
ICML
3
COLM
1
发表论文 (21 篇)
202512 篇
5
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
ICLR 2025Rejected
4
From Demonstrations to Rewards: Alignment Without Explicit Human Preferences
ICLR 2025Rejected
4
Zero redundancy distributed learning with differential privacy
ICLR 2025withdrawn
4
MoTE: Mixture of Task Experts for Embedding Models
ICLR 2025Rejected
4
Long-context Protein Language Model
ICLR 2025Rejected
3
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents
ICLR 2025Poster
4
AutoG: Towards automatic graph construction from tabular data
ICLR 2025Poster
4
PROXSPARSE: REGULARIZED LEARNING OF SEMI-STRUCTURED SPARSITY MASKS FOR PRETRAINED LLMS
ICML 2025Poster
4
A Proximal Operator for Inducing 2:4-Sparsity
ICML 2025Rejected
4
Open Materials Generation with Stochastic Interpolants
ICML 2025Poster
4
MLZero: A Multi-Agent System for End-to-end Machine Learning Automation
NeurIPS 2025Poster
4
Mitra: Mixed Synthetic Priors for Enhancing Tabular Foundation Models
NeurIPS 2025Poster
20249 篇
4
Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization
COLM 2024Poster
5
Differentially Private Bias-Term Fine-tuning of Foundation Models
ICLR 2024Rejected
4
On the efficacy of group-wise clipping in differentially private optimization
ICLR 2024withdrawn
4
Multimodal Chain-of-Thought Reasoning in Language Models
ICLR 2024Rejected
4
Pre-training Differentially Private Models with Limited Public Data
NeurIPS 2024Poster
2
Zero redundancy distributed learning with differential privacy
ICLR 2024Rejected
4
Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection
ICLR 2024Rejected
4
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
ICLR 2024Oral
3
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners
ICLR 2024Poster