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Xiaohong Liu

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• STAR : Bridging Statistical and Agentic Reasoning for Large Model Performance Prediction
• Light Up Your Face: A Physically Consistent Dataset and Diffusion Model for Face Fill-Light Enhancement
• Prism: Efficient Test-Time Scaling via Hierarchical Search and Self-Verification for Discrete Diffusion Language Models
• Advances and Innovations in the Multi-Agent Robotic System (MARS) Challenge
• dMLLM-TTS: Self-Verified and Efficient Test-Time Scaling for Diffusion Multi-Modal Large Language Models
• MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains