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Tzu-Heng Huang's picture
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Tzu-Heng Huang

zihengh1
shuyuej's profile picture jetlin101's profile picture nick11roberts's profile picture
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https://zihengh1.github.io/
  • zihengh1
  • zihengh1

AI & ML interests

Machine Learning, Data-centric AI, Large Language Model

Organizations

University of Wisconsin - Madison's profile picture sprocket-lab's profile picture TechTCM's profile picture SprocketVisualReasoning's profile picture

authored 8 papers 6 months ago

Geometry-Aware Adaptation for Pretrained Models

Paper • 2307.12226 • Published Jul 23, 2023

R&B: Domain Regrouping and Data Mixture Balancing for Efficient Foundation Model Training

Paper • 2505.00358 • Published May 1 • 26

Shrinking the Generation-Verification Gap with Weak Verifiers

Paper • 2506.18203 • Published Jun 22 • 1

Time To Impeach LLM-as-a-Judge: Programs are the Future of Evaluation

Paper • 2506.10403 • Published Jun 12 • 1

The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators

Paper • 2407.11004 • Published Jun 25, 2024

ScriptoriumWS: A Code Generation Assistant for Weak Supervision

Paper • 2502.12366 • Published Feb 17

Evaluating Sample Utility for Data Selection by Mimicking Model Weights

Paper • 2501.06708 • Published Jan 12 • 5

Multimodal Data Curation via Object Detection and Filter Ensembles

Paper • 2401.12225 • Published Jan 5, 2024
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