MagicsLab

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https://magics.cs.northwestern.edu/index.html

MAGICS-LAB

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AI & ML interests

Foundation Model

Recent Activity

robinzixuan authored a paper 30 days ago

FROST: Filtering Reasoning Outliers with Attention for Efficient Reasoning

robinzixuan authored a paper 30 days ago

Contrastive Reasoning Alignment: Reinforcement Learning from Hidden Representations

Chenghao-Qiu authored a paper about 1 month ago

When Correct Demonstrations Hurt: Rethinking the Role of Exemplars in In-Context Learning

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Papers

Fast and Low-Cost Genomic Foundation Models via Outlier Removal

Outlier-Efficient Hopfield Layers for Large Transformer-Based Models

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robinzixuan

authored 2 papers 30 days ago

FROST: Filtering Reasoning Outliers with Attention for Efficient Reasoning

Paper • 2601.19001 • Published Jan 26 • 5

Contrastive Reasoning Alignment: Reinforcement Learning from Hidden Representations

Paper • 2603.17305 • Published Mar 18

Chenghao-Qiu

authored a paper about 1 month ago

When Correct Demonstrations Hurt: Rethinking the Role of Exemplars in In-Context Learning

Paper • 2605.26350 • Published May 25

robinzixuan

submitted a paper to Daily Papers 5 months ago

FROST: Filtering Reasoning Outliers with Attention for Efficient Reasoning

Paper • 2601.19001 • Published Jan 26 • 5

robinzixuan

authored a paper 9 months ago

RHYTHM: Reasoning with Hierarchical Temporal Tokenization for Human Mobility

Paper • 2509.23115 • Published Sep 27, 2025 • 3

Chenghao-Qiu

authored 2 papers 10 months ago

Fast and Low-Cost Genomic Foundation Models via Outlier Removal

Paper • 2505.00598 • Published May 1, 2025 • 1

GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models

Paper • 2505.10983 • Published May 16, 2025 • 2

robinzixuan

authored 2 papers 11 months ago

Fast and Low-Cost Genomic Foundation Models via Outlier Removal

Paper • 2505.00598 • Published May 1, 2025 • 1

GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models

Paper • 2505.10983 • Published May 16, 2025 • 2

Chenghao-Qiu

updated a dataset 11 months ago

magicslabnu/GenoAdv

Viewer • Updated Aug 1, 2025 • 1.07M • 6

robinzixuan

updated a collection about 1 year ago

GFM

Collection

Fine-tuned Checkpoint of a Genomic Foundation Model Using DNABERT-2 Datasets. Thanks for the contribution Chenghao Jerry Qiu and Haozheng Robin Luo • 140 items • Updated May 28 • 1

robinzixuan

updated a dataset about 1 year ago

magicslabnu/GenoAdv

Viewer • Updated Aug 1, 2025 • 1.07M • 6

robinzixuan

updated 2 models about 1 year ago

magicslabnu/GERM-NT-2.5B-multi

Feature Extraction • 3B • Updated May 5, 2025 • 8

magicslabnu/Vanilla-NT-2.5B-multi

3B • Updated May 5, 2025 • 2

Chenghao-Qiu

updated 6 models about 1 year ago

AI & ML interests

Recent Activity

Papers

Team members 6

magicslabnu's activity