University of Illinois at Urbana-Champaign

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Illinois

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Recent Activity

famous-blue-raincoat authored a paper 4 days ago

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

JackBAI authored a paper 4 days ago

InT: Self-Proposed Interventions Enable Credit Assignment in LLM Reasoning

famous-blue-raincoat authored a paper 4 days ago

Agentic Reasoning for Large Language Models

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Papers

How Much 3D Do Video Foundation Models Encode?

Fire360: A Benchmark for Robust Perception and Episodic Memory in Degraded 360-Degree Firefighting Videos

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ishikaa

submitted a paper to Daily Papers 13 days ago

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

Paper • 2601.06307 • Published 17 days ago • 1

zxhuang1698

submitted a paper to Daily Papers about 1 month ago

How Much 3D Do Video Foundation Models Encode?

Paper • 2512.19949 • Published Dec 23, 2025 • 10

isminoula

submitted 2 papers to Daily Papers about 1 month ago

Hierarchical Dataset Selection for High-Quality Data Sharing

Paper • 2512.10952 • Published Dec 11, 2025 • 2

CoRe3D: Collaborative Reasoning as a Foundation for 3D Intelligence

Paper • 2512.12768 • Published Dec 14, 2025 • 4

alexiglad

authored a paper about 2 months ago

Embodied Referring Expression Comprehension in Human-Robot Interaction

Paper • 2512.06558 • Published Dec 6, 2025 • 4

isminoula

authored a paper about 2 months ago

PRIMA: Multi-Image Vision-Language Models for Reasoning Segmentation

Paper • 2412.15209 • Published Dec 19, 2024 • 1

khhuang

authored 13 papers 3 months ago

Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles

Paper • 2309.09369 • Published Sep 17, 2023 • 1

Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning

Paper • 2312.10160 • Published Dec 15, 2023 • 2

CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments

Paper • 2411.02305 • Published Nov 4, 2024 • 1

Evaluating Cultural and Social Awareness of LLM Web Agents

Paper • 2410.23252 • Published Oct 30, 2024 • 1

NewsEdits 2.0: Learning the Intentions Behind Updating News

Paper • 2411.18811 • Published Nov 27, 2024

Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding

Paper • 2502.11492 • Published Feb 17, 2025 • 2

CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions

Paper • 2505.18878 • Published May 24, 2025 • 2

From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models

Paper • 2403.12027 • Published Mar 18, 2024 • 1

Benchmarking Deep Search over Heterogeneous Enterprise Data

Paper • 2506.23139 • Published Jun 29, 2025

Nudging the Boundaries of LLM Reasoning

Paper • 2509.25666 • Published Sep 30, 2025 • 5

GUI-KV: Efficient GUI Agents via KV Cache with Spatio-Temporal Awareness

Paper • 2510.00536 • Published Oct 1, 2025 • 7

DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence

Paper • 2509.04499 • Published Sep 2, 2025

MMPersuade: A Dataset and Evaluation Framework for Multimodal Persuasion

Paper • 2510.22768 • Published Oct 26, 2025 • 8

vdongre2

authored a paper 3 months ago

Drift No More? Context Equilibria in Multi-Turn LLM Interactions

Paper • 2510.07777 • Published Oct 9, 2025