University of Illinois at Urbana-Champaign

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Recent Activity

emrecanacikgoz submitted a paper 1 day ago

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

takyoung submitted a paper 8 days ago

ReIn: Conversational Error Recovery with Reasoning Inception

SivanSX authored a paper 23 days ago

Toward Cognitive Supersensing in Multimodal Large Language Model

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Papers

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

ReIn: Conversational Error Recovery with Reasoning Inception

View all Papers

submitted a paper to Daily Papers 8 days ago

ReIn: Conversational Error Recovery with Reasoning Inception

Paper • 2602.17022 • Published 13 days ago • 1

authored a paper 20 days ago

Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs

Paper • 2602.07276 • Published 25 days ago • 10

famous-blue-raincoat

authored 2 papers 28 days ago

AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning

Paper • 2512.13278 • Published Dec 15, 2025

Competing Visions of Ethical AI: A Case Study of OpenAI

Paper • 2601.16513 • Published Jan 23 • 1

famous-blue-raincoat

submitted a paper to Daily Papers 28 days ago

Competing Visions of Ethical AI: A Case Study of OpenAI

Paper • 2601.16513 • Published Jan 23 • 1

authored 4 papers 29 days ago

Latent Adversarial Regularization for Offline Preference Optimization

Paper • 2601.22083 • Published Jan 29 • 13

RAMP: Boosting Adversarial Robustness Against Multiple $l_p$ Perturbations for Universal Robustness

Paper • 2402.06827 • Published Feb 9, 2024

Towards Universal Certified Robustness with Multi-Norm Training

Paper • 2410.03000 • Published Oct 3, 2024

Misaligning Reasoning with Answers -- A Framework for Assessing LLM CoT Robustness

Paper • 2505.17406 • Published May 23, 2025

submitted a paper to Daily Papers about 1 month ago

Latent Adversarial Regularization for Offline Preference Optimization

Paper • 2601.22083 • Published Jan 29 • 13

authored 5 papers about 1 month ago

SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals

Paper • 2502.01042 • Published Feb 3, 2025 • 1

Energy-Based Transformers are Scalable Learners and Thinkers

Paper • 2507.02092 • Published Jul 2, 2025 • 69

EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents

Paper • 2412.13549 • Published Dec 18, 2024

Self-Aligned Reward: Towards Effective and Efficient Reasoners

Paper • 2509.05489 • Published Sep 5, 2025 • 1

DRPG (Decompose, Retrieve, Plan, Generate): An Agentic Framework for Academic Rebuttal

Paper • 2601.18081 • Published Jan 26 • 8

submitted a paper to Daily Papers about 1 month ago

DRPG (Decompose, Retrieve, Plan, Generate): An Agentic Framework for Academic Rebuttal

Paper • 2601.18081 • Published Jan 26 • 8

famous-blue-raincoat

authored 2 papers about 1 month ago

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory

Paper • 2511.20857 • Published Nov 25, 2025 • 3

Agentic Reasoning for Large Language Models

Paper • 2601.12538 • Published Jan 18 • 198

submitted a paper to Daily Papers about 2 months ago

A Rising Tide Lifts All Boats: MTQE Rewards for Idioms Improve General Translation Quality

Paper • 2601.06307 • Published Jan 9 • 1

submitted a paper to Daily Papers 2 months ago

How Much 3D Do Video Foundation Models Encode?

Paper • 2512.19949 • Published Dec 23, 2025 • 10