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George Karypis — most-cited papers & profile · AI Agents
← authors
·
overview
George Karypis
10
papers ·
179
citations ·
94
h-index
University of Minnesota · Amazon (United States) · University of Minnesota System · Indian Institute of Technology Delhi
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Chronos-2: From Univariate to Universal Forecasting
2025 · 71 citations
Pack Of Llms: Model Fusion At Test-time Via Perplexity Optimization
2024 · 53 citations
Feature-based factorized Bilinear Similarity Model for Cold-Start Top-n Item Recommendation
2019 · 33 citations
Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random Walks
2019 · 18 citations
From Demonstrations to Rewards: Alignment Without Explicit Human Preferences
2025 · 4 citations
ProxSparse: Regularized Learning of Semi-Structured Sparsity Masks for Pretrained LLMs
2025
DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in Life Science
2021
Position-based Hash Embeddings For Scaling Graph Neural Networks
2021
Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces
2021
Variational Causal Inference
2022
Topics
cs.LG
stat.ML
cs.IR
Chemistry
Drug Discovery
Model Architecture
Evaluation
Efficiency
cs.AI
RLHF & Alignment