Zhejiang University DCD-Lab

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yanyc 

authored 2 papers 21 days ago

Distilling Routed 3D Privilege for Spatial Reasoning in Vision-Language Models

Paper • 2610.12355 • Published Oct 8 • 8

HybridCUA: Learning to Orchestrate GUI and CLI for Computer-Use Agents

Paper • 2609.38008 • Published Sep 29 • 25

yanyc 

authored 2 papers about 2 months ago

PaperGym: Rubric-Centered Evolution for Research-Plan Generation

Paper • 2608.31119 • Published Aug 31 • 32

IterSynth: Rethinking Deep Search Agents via Role-Decoupled Iterative Synthesis

Paper • 2609.29444 • Published Sep 24 • 12

yanyc 

authored 3 papers 4 months ago

Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning

Paper • 2607.12395 • Published Jul 14 • 91

Milestone-Guided Policy Learning for Long-Horizon Language Agents

Paper • 2605.06078 • Published May 7

Pause or Fabricate? Training Language Models for Grounded Reasoning

Paper • 2604.19656 • Published Apr 21 • 10

yanyc 

authored a paper 7 months ago

KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation

Paper • 2604.08455 • Published Apr 9 • 46

yanyc 

authored 2 papers 8 months ago

CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution

Paper • 2603.17775 • Published Mar 18 • 2

Code-A1: Adversarial Evolving of Code LLM and Test LLM via Reinforcement Learning

Paper • 2603.15611 • Published Mar 16 • 11

yanyc 

authored a paper 9 months ago

InftyThink+: Effective and Efficient Infinite-Horizon Reasoning via Reinforcement Learning

Paper • 2602.06960 • Published Feb 6 • 14

yanyc 

authored 7 papers about 1 year ago

Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model

Paper • 2510.18855 • Published Oct 21, 2025 • 74

SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models

Paper • 2510.08531 • Published Oct 9, 2025 • 14

EasySteer: A Unified Framework for High-Performance and Extensible LLM Steering

Paper • 2509.25175 • Published Sep 29, 2025 • 31

GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts

Paper • 2509.25160 • Published Sep 29, 2025 • 32

Cooper: Co-Optimizing Policy and Reward Models in Reinforcement Learning for Large Language Models

Paper • 2508.05613 • Published Aug 7, 2025 • 17

OmniEAR: Benchmarking Agent Reasoning in Embodied Tasks

Paper • 2508.05614 • Published Aug 7, 2025 • 20

Test-Time Reinforcement Learning for GUI Grounding via Region Consistency

Paper • 2508.05615 • Published Aug 7, 2025 • 22

yanyc 

authored 2 papers over 1 year ago

LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization

Paper • 2507.15758 • Published Jul 21, 2025 • 34

Hierarchical Budget Policy Optimization for Adaptive Reasoning

Paper • 2507.15844 • Published Jul 21, 2025 • 17