AdaExploreBench: Benchmarking LLM Agents for Proactive Exploration and Test-time Adaptation in Evolving Environments
Paper • 2610.25950 • Published • 26
University of Illinois at Urbana-Champaign
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JevAgentHarness: Benchmarking, Deploying and Training Decision Models That Share Control with LLMs
Do LLMs Understand Sequential Structure? A Controlled Study of Inference and Generation
wjdghks950
authored 16
papers 10 days ago
Mixture of Layers: Dynamic Layer Routing for Visual Reasoning
Paper • 2610.09440 • Published • 1
SYNTHIA: Novel Concept Design with Affordance Composition
Paper • 2502.17793 • Published • 1
MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks
Paper • 2502.17832 • Published • 6
Infogent: An Agent-Based Framework for Web Information Aggregation
Paper • 2410.19054 • Published
Generalizable VLA Finetuning via Representation Anchoring and Language-Action Alignment
Paper • 2607.13429 • Published • 14
CreativityBench: Evaluating Agent Creative Reasoning via Affordance-Based Tool Repurposing
Paper • 2605.02910 • Published • 24
AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User Constraints
Paper • 2606.05622 • Published • 45
MemGuard: Preventing Memory Contamination in Long-Term Memory-Augmented Large Language Models
Paper • 2605.28009 • Published • 4
Advancing Creative Physical Intelligence in Large Multimodal Models
Paper • 2605.26396 • Published • 20
Pixel-Grounded Retrieval for Knowledgeable Large Multimodal Models
Paper • 2601.19060 • Published • 2
Constructive Distortion: Improving MLLMs with Attention-Guided Image Warping
Paper • 2510.09741 • Published
PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning
Paper • 2601.11957 • Published • 3
OSExpert: Computer-Use Agents Learning Professional Skills via Exploration
Paper • 2603.07978 • Published
PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding
Paper • 2505.20759 • Published • 1
ParaHome: Parameterizing Everyday Home Activities Towards 3D Generative Modeling of Human-Object Interactions
Paper • 2401.10232 • Published
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