University of Illinois at Urbana-Champaign

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https://illinois.edu

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Recent Activity

BiboyQG authored a paper 2 days ago

Spreadsheet-RL: Advancing Large Language Model Agents on Realistic Spreadsheet Tasks via Reinforcement Learning

YennNing authored a paper 4 days ago

Code as Agent Harness

zl111 authored a paper 7 days ago

Any2Any 3D Diffusion Models with Knowledge Transfer: A Radiotherapy Planning Study

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Papers

Useful Memories Become Faulty When Continuously Updated by LLMs

Heterogeneous Scientific Foundation Model Collaboration

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submitted a paper to Daily Papers 11 days ago

Useful Memories Become Faulty When Continuously Updated by LLMs

Paper • 2605.12978 • Published 12 days ago • 18

submitted a paper to Daily Papers 24 days ago

Heterogeneous Scientific Foundation Model Collaboration

Paper • 2604.27351 • Published 25 days ago • 218

authored a paper about 2 months ago

CUE-R: Beyond the Final Answer in Retrieval-Augmented Generation

Paper • 2604.05467 • Published Apr 7 • 7

authored 6 papers 2 months ago

Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events

Paper • 2408.04873 • Published Aug 9, 2024

Cognitive Foundations for Reasoning and Their Manifestation in LLMs

Paper • 2511.16660 • Published Nov 20, 2025 • 11

An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents

Paper • 2505.15117 • Published May 21, 2025

Learning User Preferences Through Interaction for Long-Term Collaboration

Paper • 2601.02702 • Published Jan 6 • 2

Grounding Agent Memory in Contextual Intent

Paper • 2601.10702 • Published Jan 15 • 3

Sparking Scientific Creativity via LLM-Driven Interdisciplinary Inspiration

Paper • 2603.12226 • Published Mar 12 • 4

submitted a paper to Daily Papers 2 months ago

Sparking Scientific Creativity via LLM-Driven Interdisciplinary Inspiration

Paper • 2603.12226 • Published Mar 12 • 4

jormungandr2017

submitted a paper to Daily Papers 2 months ago

SoundWeaver: Semantic Warm-Starting for Text-to-Audio Diffusion Serving

Paper • 2603.07865 • Published Mar 9 • 3

submitted a paper to Daily Papers 3 months ago

ReIn: Conversational Error Recovery with Reasoning Inception

Paper • 2602.17022 • Published Feb 19 • 1

famous-blue-raincoat

authored 2 papers 4 months 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 4 months ago

Competing Visions of Ethical AI: A Case Study of OpenAI

Paper • 2601.16513 • Published Jan 23 • 1

famous-blue-raincoat

authored 2 papers 4 months 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 • 204

submitted a paper to Daily Papers 5 months ago

How Much 3D Do Video Foundation Models Encode?

Paper • 2512.19949 • Published Dec 23, 2025 • 10

famous-blue-raincoat

authored a paper 8 months ago

NIRVANA: Structured pruning reimagined for large language models compression

Paper • 2509.14230 • Published Sep 17, 2025 • 3

authored a paper 12 months ago

Beyond True or False: Retrieval-Augmented Hierarchical Analysis of Nuanced Claims

Paper • 2506.10728 • Published Jun 12, 2025 • 3