University of Illinois at Urbana-Champaign

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Recent Activity

zxhuang1698 submitted a paper 14 days ago

How Much 3D Do Video Foundation Models Encode?

zl111 authored a paper about 2 months ago

Boosting Medical Visual Understanding From Multi-Granular Language Learning

khhuang authored a paper 2 months ago

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

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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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JackBAI

authored 2 papers 1 day ago

ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning

Paper • 2510.12693 • Published Oct 14, 2025 • 27

WebGym: Scaling Training Environments for Visual Web Agents with Realistic Tasks

Paper • 2601.02439 • Published 4 days ago • 13

zxhuang1698

submitted a paper to Daily Papers 14 days ago

How Much 3D Do Video Foundation Models Encode?

Paper • 2512.19949 • Published 18 days ago • 9

khhuang

authored 13 papers 2 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

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 • 4

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

Paper • 2510.00536 • Published Oct 1, 2025 • 6

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 • 7

katyayego

authored a paper 3 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

Jathurshan

authored 2 papers 3 months ago

TrialPanorama: Database and Benchmark for Systematic Review and Design of Clinical Trials

Paper • 2505.16097 • Published May 22, 2025

Tokenizing Single-Channel EEG with Time-Frequency Motif Learning

Paper • 2502.16060 • Published Feb 22, 2025

famous-blue-raincoat

authored a paper 4 months ago

NIRVANA: Structured pruning reimagined for large language models compression

Paper • 2509.14230 • Published Sep 17, 2025 • 1