Ling Pan
- Papers
- 10
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Authored papers
10Complementary RL: Towards Efficient Experience-Driven Agent Learning
arXiv 2026
Scaling Image and Video Generation via Test-Time Evolutionary Search
arXiv 2025
Random Policy Valuation is Enough for LLM Reasoning with Verifiable Rewards
arXiv 2025
Steering Vision-Language-Action Models as Anti-Exploration: A Test-Time Scaling Approach
arXiv 2025
GARDO: Reinforcing Diffusion Models without Reward Hacking
arXiv 2025
Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem
arXiv 2025
Learning an Actionable Discrete Diffusion Policy via Large-Scale Actionless Video Pre-Training
arXiv 2024
Better Training of GFlowNets with Local Credit and Incomplete Trajectories
arXiv 2023
Bridging the Sim-to-Real Gap from the Information Bottleneck Perspective
arXiv 2023
Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with GFlowNets
arXiv 2023
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