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Tat-Seng Chua

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• On-Policy Self-Distillation in Diffusion Models
• ReflectRL: Learning from Golden Negative Trajectories via Reflective-to-Direct Reasoning
• AUHead: Realistic Emotional Talking Head Generation via Action Units Control
• Can Large Language Models Derive New Knowledge? A Dynamic Benchmark for Biological Knowledge Discovery
• WorldArena: A Unified Benchmark for Evaluating Perception and Functional Utility of Embodied World Models
• ReCALL: Recalibrating Capability Degradation for MLLM-based Composed Image Retrieval
• Lingua-SafetyBench: A Benchmark for Safety Evaluation of Multilingual Vision-Language Models
• TraceRouter: Robust Safety for Large Foundation Models via Path-Level Intervention
• ThinkTank-ME: A Multi-Expert Framework for Middle East Event Forecasting
• JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation
• Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation
• Calibrated Multimodal Representation Learning with Missing Modalities
• NExT-OMNI: Towards Any-to-Any Omnimodal Foundation Models with Discrete Flow Matching
• TTOM: Test-Time Optimization and Memorization for Compositional Video Generation