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Beijing Normal University, Beijing Normal-Hong Kong Baptist University
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LASER cuts average latency by up to 38% while only sacrificing 1% accuracy, revolutionizing how we deploy reasoning models on edge devices.
RISE achieves a remarkable 2.1脳 speedup in text-to-image diffusion tasks by intelligently splitting the denoising workload between edge and device models without compromising quality.
Future-oriented reasoning in tabular question answering is now feasible with the introduction of a dataset and framework that outperforms existing LLM capabilities.
SlideAgent not only updates presentation slides with natural language instructions but also preserves their original design, setting a new standard for automated slide management.
HIRE-Agent's hierarchical architecture reveals that effective reasoning in real estate requires seamless integration of diverse data sources, challenging traditional single-step approaches.
