University of Wisconsin - Madison

uw-madison's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Articles

NaiveUser 

authored 2 papers 10 days ago

What Limits Agentic Systems Efficiency?

Paper • 2510.16276 • Published 16 days ago • 3

Scaling Laws Meet Model Architecture: Toward Inference-Efficient LLMs

Paper • 2510.18245 • Published 13 days ago • 6

MilaWang 

authored 3 papers 16 days ago

Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning

Paper • 2506.04723 • Published Jun 5 • 1

LiveResearchBench: A Live Benchmark for User-Centric Deep Research in the Wild

Paper • 2510.14240 • Published 18 days ago • 11

Synthesizing Agentic Data for Web Agents with Progressive Difficulty Enhancement Mechanisms

Paper • 2510.13913 • Published 19 days ago • 3

zihengh1 

authored 8 papers 4 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

MilaWang 

authored a paper 5 months ago

Helpful Agent Meets Deceptive Judge: Understanding Vulnerabilities in Agentic Workflows

Paper • 2506.03332 • Published Jun 3 • 2

plnguyen2908 

authored a paper 5 months ago

UniTalk: Towards Universal Active Speaker Detection in Real World Scenarios

Paper • 2505.21954 • Published May 28 • 1

MilaWang 

authored a paper 6 months ago

COSMOS: Predictable and Cost-Effective Adaptation of LLMs

Paper • 2505.01449 • Published Apr 30 • 3

xueyanz 

authored a paper 11 months ago

WildLMa: Long Horizon Loco-Manipulation in the Wild

Paper • 2411.15131 • Published Nov 22, 2024 • 7

MilaWang 

authored a paper 12 months ago

Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models

Paper • 2406.14852 • Published Jun 21, 2024

HanSolo9682 

authored a paper 12 months ago

TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models

Paper • 2410.10818 • Published Oct 14, 2024 • 17

MilaWang 

authored a paper 12 months ago

Grammar-Aligned Decoding

Paper • 2405.21047 • Published May 31, 2024