Yuxuan Huang

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upvoted a paper about 2 months ago

Large Discovery Models: Empirically-grounded Model-Based Open-Ended Search

Paper • 2608.15669 • Published Aug 16 • 63

upvoted 2 papers 5 months ago

Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction

Paper • 2604.27221 • Published Apr 29 • 40

From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company

Paper • 2604.22446 • Published Apr 24 • 127

upvoted a paper 6 months ago

InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking

Paper • 2604.02971 • Published Apr 3 • 8

upvoted a paper 7 months ago

Memento-Skills: Let Agents Design Agents

Paper • 2603.18743 • Published Mar 19 • 59

upvoted a paper about 1 year ago

AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs

Paper • 2508.16153 • Published Aug 22, 2025 • 162

upvoted 5 papers over 1 year ago

MuBench: Assessment of Multilingual Capabilities of Large Language Models Across 61 Languages

Paper • 2506.19468 • Published Jun 24, 2025 • 6

Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?

Paper • 2504.06514 • Published Apr 9, 2025 • 39

CoSTAast: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing

Paper • 2503.10613 • Published Mar 13, 2025 • 79

ATLaS: Agent Tuning via Learning Critical Steps

Paper • 2503.02197 • Published Mar 4, 2025 • 9

R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts

Paper • 2502.20395 • Published Feb 27, 2025 • 45

upvoted 3 papers almost 2 years ago

What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective

Paper • 2410.23743 • Published Oct 31, 2024 • 64

WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents

Paper • 2410.07484 • Published Oct 9, 2024 • 51

Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free

Paper • 2410.10814 • Published Oct 14, 2024 • 51