University of Wisconsin - Madison

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Recent Activity

imhgchoi submitted a paper about 1 month ago

Multi-Agent LLMs Fail to Explore Each Other

changdae submitted a paper about 2 months ago

Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents

zhuomingliu submitted a paper 2 months ago

DRIFT: A Residual Flow Adapter for Decoding Continuous Outputs in Vision-Language Models

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Papers

Multi-Agent LLMs Fail to Explore Each Other

Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents

View all Papers

submitted a paper to Daily Papers about 1 month ago

Multi-Agent LLMs Fail to Explore Each Other

Paper • 2607.11250 • Published Jul 13 • 18

submitted a paper to Daily Papers about 2 months ago

Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents

Paper • 2606.26080 • Published Jun 24 • 12

submitted a paper to Daily Papers 2 months ago

DRIFT: A Residual Flow Adapter for Decoding Continuous Outputs in Vision-Language Models

Paper • 2606.05758 • Published Jun 4 • 5

authored a paper 3 months ago

Breakeven complexity: A new perspective on neural partial differential equation solvers

Paper • 2605.15399 • Published May 14

submitted a paper to Daily Papers 3 months ago

From Plans to Pixels: Learning to Plan and Orchestrate for Open-Ended Image Editing

Paper • 2605.15181 • Published May 14 • 12

submitted a paper to Daily Papers 4 months ago

Exploration and Exploitation Errors Are Measurable for Language Model Agents

Paper • 2604.13151 • Published Apr 14 • 25

submitted a paper to Daily Papers 5 months ago

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

Paper • 2603.24755 • Published Mar 25 • 30

updated a model 5 months ago

uw-madison/mnemodyn

Updated Mar 24 • 2

submitted a paper to Daily Papers 5 months ago

Understanding Behavior Cloning with Action Quantization

Paper • 2603.20538 • Published Mar 20 • 2

published a model 5 months ago

uw-madison/mnemodyn

Updated Mar 24 • 2

submitted a paper to Daily Papers 5 months ago

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

Paper • 2603.19987 • Published Mar 20 • 9

submitted a paper to Daily Papers 6 months ago

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

Paper • 2602.19633 • Published Feb 23 • 10

submitted a paper to Daily Papers 6 months ago

SkillOrchestra: Learning to Route Agents via Skill Transfer

Paper • 2602.19672 • Published Feb 23 • 58

submitted 2 papers to Daily Papers 6 months 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 2 papers 8 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 8 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 a paper about 1 year ago

UniTalk: Towards Universal Active Speaker Detection in Real World Scenarios

Paper • 2505.21954 • Published May 28, 2025 • 1

authored a paper over 1 year ago

WildLMa: Long Horizon Loco-Manipulation in the Wild

Paper • 2411.15131 • Published Nov 22, 2024 • 7