Carnegie Mellon University School of Computer Science

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Recent Activity

larasneves authored a paper 3 days ago

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning

haizhongzheng submitted a paper 6 days ago

AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs

ethanning authored a paper 15 days ago

Auto Research with Specialist Agents Develops Effective and Non-Trivial Training Recipes

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Papers

Modeling Distinct Human Interaction in Web Agents

Accelerating Vision Transformers with Adaptive Patch Sizes

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authored a paper 3 days ago

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning

Paper • 2605.22138 • Published 5 days ago • 7

submitted a paper to Daily Papers 6 days ago

AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs

Paper • 2605.15565 • Published 11 days ago • 16

authored a paper about 1 month ago

TorchUMM: A Unified Multimodal Model Codebase for Evaluation, Analysis, and Post-training

Paper • 2604.10784 • Published Apr 12 • 7

submitted a paper to Daily Papers 3 months ago

Modeling Distinct Human Interaction in Web Agents

Paper • 2602.17588 • Published Feb 19 • 4

authored a paper 8 months ago

PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint

Paper • 2509.10971 • Published Sep 13, 2025 • 2

authored a paper 9 months ago

Online hierarchical partitioning of the output space in extreme multi-label data stream

Paper • 2507.20894 • Published Jul 28, 2025 • 1

authored a paper 12 months ago

Neural Representations of Dynamic Visual Stimuli

Paper • 2406.02659 • Published Jun 4, 2024

authored a paper about 1 year ago

Antidistillation Sampling

Paper • 2504.13146 • Published Apr 17, 2025 • 59

authored a paper about 1 year ago

LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!

Paper • 2502.07374 • Published Feb 11, 2025 • 40

authored a paper over 1 year ago

S*: Test Time Scaling for Code Generation

Paper • 2502.14382 • Published Feb 20, 2025 • 63

authored a paper about 2 years ago

SmartPlay : A Benchmark for LLMs as Intelligent Agents

Paper • 2310.01557 • Published Oct 2, 2023 • 13

authored a paper about 2 years ago

Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Paper • 2403.04132 • Published Mar 7, 2024 • 41

authored a paper over 2 years ago

S-LoRA: Serving Thousands of Concurrent LoRA Adapters

Paper • 2311.03285 • Published Nov 6, 2023 • 30

authored a paper almost 3 years ago

Judging LLM-as-a-judge with MT-Bench and Chatbot Arena

Paper • 2306.05685 • Published Jun 9, 2023 • 43

authored 2 papers almost 3 years ago

Plan, Eliminate, and Track -- Language Models are Good Teachers for Embodied Agents

Paper • 2305.02412 • Published May 3, 2023 • 1

SPRING: GPT-4 Out-performs RL Algorithms by Studying Papers and Reasoning

Paper • 2305.15486 • Published May 24, 2023 • 1