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Weihua Luo

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• STAR : Sentence Translation Alignment Rate for Document-to-Document Machine Translation
• Table-as-Search: Formulate Long-Horizon Agentic Information Seeking as Table Completion
• A State-Transition Framework for Efficient LLM Reasoning
• Vectra: A New Metric, Dataset, and Model for Visual Quality Assessment in E-Commerce In-Image Machine Translation
• Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs
• Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMs
• SPACE: Noise Contrastive Estimation Stabilizes Self-Play Fine-Tuning for Large Language Models
• Omni-View: Unlocking How Generation Facilitates Understanding in Unified 3D Model based on Multiview images
• Diffusion-SDPO: Safeguarded Direct Preference Optimization for Diffusion Models
• G2: Guided Generation for Enhanced Output Diversity in LLMs
• HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents in Hierarchical Rule Application
• $M^2PO$: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation
• Beyond Black-Box Interventions: Latent Probing for Faithful Retrieval-Augmented Generation