University of Wisconsin - Madison

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Recent Activity

jungtaekkim authored a paper 13 days ago

VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data

jungtaekkim authored a paper 13 days ago

Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks

Vidit2003 authored a paper 13 days ago

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

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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 4 papers 12 days ago

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

Paper • 2503.04257 • Published Mar 6, 2025 • 2

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

Paper • 2504.04718 • Published Apr 7, 2025 • 43

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23, 2025 • 81

How to Correctly Report LLM-as-a-Judge Evaluations

Paper • 2511.21140 • Published Nov 26, 2025 • 2

authored 3 papers 13 days ago

VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data

Paper • 2502.06737 • Published Feb 10, 2025

Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks

Paper • 1810.00825 • Published Oct 1, 2018 • 1

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

Paper • 2602.19633 • Published 16 days ago • 7

submitted a paper to Daily Papers 14 days ago

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

Paper • 2602.19633 • Published 16 days ago • 7

authored a paper 14 days ago

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

Paper • 2602.19633 • Published 16 days ago • 7

submitted a paper to Daily Papers 15 days ago

SkillOrchestra: Learning to Route Agents via Skill Transfer

Paper • 2602.19672 • Published 16 days ago • 55

authored a paper 28 days ago

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

Paper • 2602.05400 • Published Feb 5 • 346

authored a paper 28 days ago

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

Paper • 2602.05400 • Published Feb 5 • 346

submitted a paper to Daily Papers 28 days ago

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

Paper • 2602.05400 • Published Feb 5 • 346

submitted a paper to Daily Papers 29 days ago

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

Paper • 2602.07796 • Published Feb 8 • 7

submitted a paper to Daily Papers about 1 month ago

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

authored a paper about 1 month ago

The Side Effects of Being Smart: Safety Risks in MLLMs' Multi-Image Reasoning

Paper • 2601.14127 • Published Jan 20 • 5

authored 2 papers 5 months ago

What Limits Agentic Systems Efficiency?

Paper • 2510.16276 • Published Oct 18, 2025 • 4

Scaling Laws Meet Model Architecture: Toward Inference-Efficient LLMs

Paper • 2510.18245 • Published Oct 21, 2025 • 7

xtie

authored a paper about 1 year ago

Automatic Personalized Impression Generation for PET Reports Using Large Language Models

Paper • 2309.10066 • Published Sep 18, 2023