Yichen Liu

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upvoted a paper 3 days ago

SemaPLC: A Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation

Paper • 2608.18565 • Published 5 days ago • 115

upvoted 2 papers 10 days ago

Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill

Paper • 2608.11924 • Published 12 days ago • 285

Beyond Pixels: From Video Priors to 4D Worlds

Paper • 2608.10744 • Published 13 days ago • 181

upvoted a paper 11 days ago

Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA

Paper • 2608.09819 • Published 14 days ago • 338

upvoted a paper 23 days ago

Metis: Memory Foundation Model

Paper • 2607.26760 • Published 26 days ago • 272

upvoted a paper 29 days ago

ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU

Paper • 2607.19191 • Published Jul 21 • 311

upvoted a paper about 1 month ago

Xiaomi-Robotics-1: Scaling Vision-Language-Action Models with over 100K Hours of Real-World Trajectories

Paper • 2607.15330 • Published Jul 16 • 73

upvoted a paper 2 months ago

Skill-MAS: Evolving Meta-Skill for Automatic Multi-Agent Systems

Paper • 2606.18837 • Published Jun 17 • 58

upvoted 7 papers 3 months ago

Policy and World Modeling Co-Training for Language Agents

Paper • 2606.02388 • Published Jun 1 • 12

Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining

Paper • 2605.14747 • Published May 14 • 147

Multi-Objective and Mixed-Reward Reinforcement Learning via Reward-Decorrelated Policy Optimization

Paper • 2605.13641 • Published May 13 • 51

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution

Paper • 2605.18401 • Published May 18 • 131

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

Paper • 2605.12882 • Published May 13 • 274

Learning, Fast and Slow: Towards LLMs That Adapt Continually

Paper • 2605.12484 • Published May 12 • 18

Discovering Reinforcement Learning Interfaces with Large Language Models

Paper • 2605.03408 • Published May 5 • 3

upvoted 3 papers 4 months ago

Leveraging Verifier-Based Reinforcement Learning in Image Editing

Paper • 2604.27505 • Published Apr 30 • 59

COMPASS: COntinual Multilingual PEFT with Adaptive Semantic Sampling

Paper • 2604.20720 • Published Apr 22 • 2

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 330

upvoted 2 papers 5 months ago

DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models

Paper • 2603.26164 • Published Mar 27 • 366

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 353