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Yifan Liu

Explore Yifan Liu on AI.info.

• PropUQ-MAS: Propagation-Aware Uncertainty Quantification for LLM Multi-Agent Systems
• Mind the Ambiguity: Aleatoric Uncertainty Quantification in LLMs for Safe Medical Question Answering
• FCMBench: The First Large-scale Financial Credit Multimodal Benchmark for Real-world Applications
• BeetleFlow: An Integrative Deep Learning Pipeline for Beetle Image Processing
• TetraJet-v2: Accurate NVFP4 Training for Large Language Models with Oscillation Suppression and Outlier Control
• WorldMirror: Universal 3D World Reconstruction with Any-Prior Prompting