Xinyu Lin

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upvoted a paper 2 months ago

TacoMAS: Test-Time Co-Evolution of Topology and Capability in LLM-based Multi-Agent Systems

Paper • 2605.09539 • Published May 10 • 3

upvoted a paper 3 months ago

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

Paper • 2604.22748 • Published Apr 24 • 232

upvoted a paper 8 months ago

Simulating the Visual World with Artificial Intelligence: A Roadmap

Paper • 2511.08585 • Published Nov 11, 2025 • 30

upvoted 2 papers 9 months ago

The Quest for Generalizable Motion Generation: Data, Model, and Evaluation

Paper • 2510.26794 • Published Oct 30, 2025 • 27

Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark

Paper • 2510.13759 • Published Oct 15, 2025 • 11

upvoted 3 papers 10 months ago

VChain: Chain-of-Visual-Thought for Reasoning in Video Generation

Paper • 2510.05094 • Published Oct 6, 2025 • 38

EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning

Paper • 2509.22576 • Published Sep 26, 2025 • 137

RecoWorld: Building Simulated Environments for Agentic Recommender Systems

Paper • 2509.10397 • Published Sep 12, 2025 • 8