Peiyong Wang PRO

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upvoted 3 papers about 22 hours ago

SymptomAI: Towards a Conversational AI Agent for Everyday Symptom Assessment

Paper • 2605.04012 • Published 3 days ago • 8

From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills

Paper • 2604.24026 • Published 11 days ago • 19

From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published 5 days ago • 141

upvoted a paper 6 days ago

Recursive Multi-Agent Systems

Paper • 2604.25917 • Published 10 days ago • 259

upvoted a paper 7 days ago

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond

Paper • 2604.22748 • Published 14 days ago • 224

upvoted a paper 13 days ago

SkillLearnBench: Benchmarking Continual Learning Methods for Agent Skill Generation on Real-World Tasks

Paper • 2604.20087 • Published 16 days ago • 15

upvoted a paper 14 days ago

QuantCode-Bench: A Benchmark for Evaluating the Ability of Large Language Models to Generate Executable Algorithmic Trading Strategies

Paper • 2604.15151 • Published 22 days ago • 15

upvoted a paper about 2 months ago

Grounding World Simulation Models in a Real-World Metropolis

Paper • 2603.15583 • Published Mar 16 • 153

upvoted a paper 2 months ago

Unified Latents (UL): How to train your latents

Paper • 2602.17270 • Published Feb 19 • 60

upvoted 5 papers 3 months ago

Towards a Science of AI Agent Reliability

Paper • 2602.16666 • Published Feb 18 • 16

Does Socialization Emerge in AI Agent Society? A Case Study of Moltbook

Paper • 2602.14299 • Published Feb 15 • 27

QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining

Paper • 2602.07085 • Published Feb 6 • 190

Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives

Paper • 2601.20833 • Published Jan 28 • 183

Wigner's Friend as a Circuit: Inter-Branch Communication Witness Benchmarks on Superconducting Quantum Hardware

Paper • 2601.16004 • Published Jan 22 • 1

upvoted 6 papers 4 months ago

Toward Efficient Agents: Memory, Tool learning, and Planning

Paper • 2601.14192 • Published Jan 20 • 57

Reasoning Models Generate Societies of Thought

Paper • 2601.10825 • Published Jan 15 • 14

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published Jan 13 • 158

Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published Jan 12 • 115

Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published Dec 31, 2025 • 46

Deep Delta Learning

Paper • 2601.00417 • Published Jan 1 • 34