Yixia Li

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upvoted a paper about 1 month ago

Bridging the Agent-World Gap: Text World Models for LLM-based Agents

Paper • 2606.09032 • Published Jun 8 • 8

submitted a paper to Daily Papers about 1 month ago

Bridging the Agent-World Gap: Text World Models for LLM-based Agents

Paper • 2606.09032 • Published Jun 8 • 8

authored 6 papers about 1 month ago

No More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning

Paper • 2601.06794 • Published Jan 11 • 4

Towards Fair and Comprehensive Evaluation of Routers in Collaborative LLM Systems

Paper • 2602.11877 • Published Feb 12 • 1

From Abstract to Contextual: What LLMs Still Cannot Do in Mathematics

Paper • 2601.23048 • Published Jan 30 • 1

Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents

Paper • 2602.02050 • Published Feb 2

PatchWorld: Gradient-Free Optimization of Executable World Models

Paper • 2605.30880 • Published May 29 • 12

Bridging the Agent-World Gap: Text World Models for LLM-based Agents

Paper • 2606.09032 • Published Jun 8 • 8

updated a collection about 2 months ago

LLM As World Models

Collection

13 items • Updated Jun 9 • 2

upvoted 2 papers about 2 months ago

Towards Fair and Comprehensive Evaluation of Routers in Collaborative LLM Systems

Paper • 2602.11877 • Published Feb 12 • 1

PlanningBench: Generating Scalable and Verifiable Planning Data for Evaluating and Training Large Language Models

Paper • 2605.20873 • Published May 20 • 44

authored a paper 3 months ago

Anchored Policy Optimization: Mitigating Exploration Collapse Via Support-Constrained Rectification

Paper • 2602.05717 • Published Feb 5 • 1

upvoted 3 papers 3 months ago

ClawGym: A Scalable Framework for Building Effective Claw Agents

Paper • 2604.26904 • Published Apr 29 • 54

Contexts are Never Long Enough: Structured Reasoning for Scalable Question Answering over Long Document Sets

Paper • 2604.22294 • Published Apr 24 • 18

WebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models

Paper • 2604.18224 • Published Apr 20 • 22

commented a paper 3 months ago

From Word to World: Can Large Language Models be Implicit Text-based World Models?

Paper • 2512.18832 • Published Dec 21, 2025 • 16 •

3

upvoted a paper 3 months ago

SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks

Paper • 2604.08865 • Published Apr 10 • 29

submitted a paper to Daily Papers 3 months ago

SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks

Paper • 2604.08865 • Published Apr 10 • 29

authored a paper 3 months ago

SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks

Paper • 2604.08865 • Published Apr 10 • 29

upvoted a paper 4 months ago

InCoder-32B: Code Foundation Model for Industrial Scenarios

Paper • 2603.16790 • Published Mar 17 • 312