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Guangtao Zhai

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• SciMIF: Understanding Multimodal Instruction Following in Scientific Domains
• ELBench: A Multi-Dimensional Benchmark for Education-Facing Large Language Models
• Steering and Rectifying Latent Representation Manifolds in Frozen Multi-modal LLMs for Video Anomaly Detection
• STAR : Bridging Statistical and Agentic Reasoning for Large Model Performance Prediction
• ELIQ: A Label-Free Framework for Quality Assessment of Evolving AI-Generated Images
• EEmo-Logic: A Unified Dataset and Multi-Stage Framework for Comprehensive Image-Evoked Emotion Assessment
• EvolMem: A Cognitive-Driven Benchmark for Multi-Session Dialogue Memory
• One Battle After Another: Probing LLMs' Limits on Multi-Turn Instruction Following with a Benchmark Evolving Framework
• ROFI: A Deep Learning-Based Ophthalmic Sign-Preserving and Reversible Patient Face Anonymizer