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Donghua University
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Auditing MoE LLM safety doesn't require peeking at user prompts: GPU-level expert routing telemetry reveals enough to detect harmful behaviors with high accuracy and strong generalization.
Achieving stable bitrate tracking in learned video compression can reduce average bitrate errors to as low as 2.13%, transforming how we manage video quality under constraints.
Finally, a single model handles multi-modal video generation, inpainting, and editing at cinematic resolutions with synchronized audio, all while accepting diverse inputs like text, images, video clips, and audio references.
