University of Illinois at Urbana-Champaign

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Recent Activity

emrecanacikgoz submitted a paper 11 days ago

Tool-R0: Self-Evolving LLM Agents for Tool-Learning from Zero Data

p-song1 submitted a paper about 1 month ago

Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs

bruno888 submitted a paper about 1 month ago

CodeCircuit: Toward Inferring LLM-Generated Code Correctness via Attribution Graphs

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Papers

Learning Humanoid End-Effector Control for Open-Vocabulary Visual Loco-Manipulation

Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs

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authored a paper 3 days ago

ULTRA: Unified Multimodal Control for Autonomous Humanoid Whole-Body Loco-Manipulation

Paper • 2603.03279 • Published 11 days ago • 1

submitted a paper to Daily Papers 11 days ago

Tool-R0: Self-Evolving LLM Agents for Tool-Learning from Zero Data

Paper • 2602.21320 • Published 18 days ago • 12

authored a paper 23 days ago

Learning Humanoid End-Effector Control for Open-Vocabulary Visual Loco-Manipulation

Paper • 2602.16705 • Published 24 days ago • 26

submitted a paper to Daily Papers 23 days ago

Learning Humanoid End-Effector Control for Open-Vocabulary Visual Loco-Manipulation

Paper • 2602.16705 • Published 24 days ago • 26

submitted a paper to Daily Papers about 1 month ago

Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs

Paper • 2602.07276 • Published Feb 7 • 11

submitted a paper to Daily Papers about 1 month ago

CodeCircuit: Toward Inferring LLM-Generated Code Correctness via Attribution Graphs

Paper • 2602.07080 • Published Feb 6 • 6

submitted a paper to Daily Papers about 2 months ago

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 201

authored a paper 3 months ago

When Reasoning Meets Its Laws

Paper • 2512.17901 • Published Dec 19, 2025 • 61

submitted a paper to Daily Papers 3 months ago

BEAVER: An Efficient Deterministic LLM Verifier

Paper • 2512.05439 • Published Dec 5, 2025 • 36

authored a paper 5 months ago

TICL: Text-Embedding KNN For Speech In-Context Learning Unlocks Speech Recognition Abilities of Large Multimodal Models

Paper • 2509.13395 • Published Sep 16, 2025 • 1

authored a paper 8 months ago

GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis

Paper • 2507.21035 • Published Jul 28, 2025 • 3

authored a paper 8 months ago

DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge

Paper • 2507.04447 • Published Jul 6, 2025 • 45

authored a paper 10 months ago

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97

authored a paper 10 months ago

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97

authored 6 papers 11 months ago

Beyond Pixels: Exploring Human-Readable SVG Generation for Simple Images with Vision Language Models

Paper • 2311.15543 • Published Nov 27, 2023

Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models

Paper • 2308.10632 • Published Aug 21, 2023

Approximate Nullspace Augmented Finetuning for Robust Vision Transformers

Paper • 2403.10476 • Published Mar 15, 2024 • 1

GenoTEX: A Benchmark for Automated Gene Expression Data Analysis in Alignment with Bioinformaticians

Paper • 2406.15341 • Published Jun 21, 2024 • 2

Towards Adversarially Robust Dataset Distillation by Curvature Regularization

Paper • 2403.10045 • Published Mar 15, 2024 • 1

Dataset Distillation via the Wasserstein Metric

Paper • 2311.18531 • Published Nov 30, 2023 • 1