University of Wisconsin - Madison

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Recent Activity

jongwon-jeong authored a paper 13 days ago

How to Move Your Dragon: Text-to-Motion Synthesis for Large-Vocabulary Objects

jongwon-jeong authored a paper 13 days ago

T1: Tool-integrated Self-verification for Test-time Compute Scaling in Small Language Models

jongwon-jeong authored a paper 13 days ago

Distilling LLM Agent into Small Models with Retrieval and Code Tools

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Papers

SkillOrchestra: Learning to Route Agents via Skill Transfer

TAPE: Tool-Guided Adaptive Planning and Constrained Execution in Language Model Agents

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authored a paper 14 days ago

CHAMMI-75: pre-training multi-channel models with heterogeneous microscopy images

Paper • 2512.20833 • Published Dec 23, 2025

submitted a paper to Daily Papers 15 days ago

TAPE: Tool-Guided Adaptive Planning and Constrained Execution in Language Model Agents

Paper • 2602.19633 • Published 18 days ago • 7

submitted a paper to Daily Papers 17 days ago

SkillOrchestra: Learning to Route Agents via Skill Transfer

Paper • 2602.19672 • Published 17 days ago • 55

authored a paper 29 days ago

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Paper • 2602.05400 • Published Feb 5 • 347

submitted 2 papers to Daily Papers about 1 month ago

Thinking Makes LLM Agents Introverted: How Mandatory Thinking Can Backfire in User-Engaged Agents

Paper • 2602.07796 • Published Feb 8 • 7

Towards Reducible Uncertainty Modeling for Reliable Large Language Model Agents

Paper • 2602.05073 • Published Feb 4 • 11

authored a paper about 1 month ago

Multimodal Datasets with Controllable Mutual Information

Paper • 2510.21686 • Published Oct 24, 2025 • 1

updated a model over 1 year ago

uw-madison/Llama2-7B-FrameQuant-2bit

Updated Aug 11, 2024

authored a paper almost 2 years ago

Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models

Paper • 2405.20541 • Published May 30, 2024 • 24

updated 2 models over 2 years ago

uw-madison/mra-base-4096-8-d3

Fill-Mask • Updated Jul 10, 2023 • 293

uw-madison/mra-base-512-4

Fill-Mask • Updated Jul 10, 2023 • 949 • 1

updated 3 models almost 4 years ago

uw-madison/nystromformer-4096

Fill-Mask • Updated Apr 18, 2022 • 8 • 3

uw-madison/nystromformer-2048

Fill-Mask • Updated Apr 18, 2022 • 9 • 1

uw-madison/nystromformer-1024

Fill-Mask • Updated Mar 26, 2022 • 11

updated 2 models about 4 years ago

uw-madison/yoso-4096

Fill-Mask • Updated Jan 12, 2022 • 1.3k

uw-madison/nystromformer-512

Fill-Mask • Updated Jan 11, 2022 • 1.25k • • 2