University of Wisconsin - Madison

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Recent Activity

gabeorlanski submitted a paper 12 days ago

SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks

vhluong updated a model 15 days ago

uw-madison/mnemodyn

tengyangx submitted a paper 15 days ago

Understanding Behavior Cloning with Action Quantization

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Papers

SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks

Understanding Behavior Cloning with Action Quantization

View all Papers

submitted a paper to Daily Papers 12 days ago

SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks

Paper • 2603.24755 • Published 14 days ago • 27

authored 2 papers 13 days ago

Live-Evo: Online Evolution of Agentic Memory from Continuous Feedback

Paper • 2602.02369 • Published Feb 2

EVA: Efficient Reinforcement Learning for End-to-End Video Agent

Paper • 2603.22918 • Published 15 days ago • 43

submitted a paper to Daily Papers 13 days ago

EVA: Efficient Reinforcement Learning for End-to-End Video Agent

Paper • 2603.22918 • Published 15 days ago • 43

updated a model 15 days ago

uw-madison/mnemodyn

Updated 15 days ago • 1

submitted a paper to Daily Papers 15 days ago

Understanding Behavior Cloning with Action Quantization

Paper • 2603.20538 • Published 18 days ago • 2

published a model 16 days ago

uw-madison/mnemodyn

Updated 15 days ago • 1

submitted a paper to Daily Papers 16 days ago

Breaking the Capability Ceiling of LLM Post-Training by Reintroducing Markov States

Paper • 2603.19987 • Published 19 days ago • 9

submitted a paper to Daily Papers about 1 month ago

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

Paper • 2602.19633 • Published Feb 23 • 8

submitted a paper to Daily Papers about 1 month ago

SkillOrchestra: Learning to Route Agents via Skill Transfer

Paper • 2602.19672 • Published Feb 23 • 57

authored a paper about 2 months ago

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

Paper • 2602.05400 • Published Feb 5 • 350

submitted a paper to Daily Papers about 2 months ago

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

Paper • 2602.05400 • Published Feb 5 • 350

submitted a paper to Daily Papers about 2 months 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 2 months ago

Towards Reducible Uncertainty Modeling for Reliable Large Language Model Agents

Paper • 2602.05073 • Published Feb 4 • 11

authored a paper 2 months ago

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

Paper • 2601.14127 • Published Jan 20 • 5

authored 2 papers 4 months ago

See, Hear, and Understand: Benchmarking Audiovisual Human Speech Understanding in Multimodal Large Language Models

Paper • 2512.02231 • Published Dec 1, 2025 • 9

LASER: Lip Landmark Assisted Speaker Detection for Robustness

Paper • 2501.11899 • Published Jan 21, 2025

submitted a paper to Daily Papers 4 months ago

See, Hear, and Understand: Benchmarking Audiovisual Human Speech Understanding in Multimodal Large Language Models

Paper • 2512.02231 • Published Dec 1, 2025 • 9

authored 2 papers 6 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