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Ling Pan

Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds

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Aug 23, 2025
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Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning

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Aug 11, 2025
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The Courage to Stop: Overcoming Sunk Cost Fallacy in Deep Reinforcement Learning

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Jun 16, 2025
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Measure gradients, not activations! Enhancing neuronal activity in deep reinforcement learning

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May 29, 2025
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Navigate the Unknown: Enhancing LLM Reasoning with Intrinsic Motivation Guided Exploration

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May 23, 2025
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Scaling Image and Video Generation via Test-Time Evolutionary Search

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May 23, 2025
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Beyond the Destination: A Novel Benchmark for Exploration-Aware Embodied Question Answering

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Mar 14, 2025
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Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation

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Feb 17, 2025
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Pre-Trained Video Generative Models as World Simulators

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Feb 10, 2025
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Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning

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Oct 11, 2024
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