1、Lead the core algorithm development for multimodal large models, design model structures and training tasks, solving key problems in multi-source data association understanding and structured representation. 2、Build pre-training and downstream adaptation frameworks based on global multimodal data (images, point clouds, text, etc.), enhancing the model’s generalization ability in intelligent analysis, business decision-making, and other scenarios. 3、 Drive prototype implementation and performance improvement in scenarios like personalized solution planning, resource scheduling optimization, AIGC solution generation. Track cutting-edge research from CVPR, ICCV, NeurIPS, exploring the integration of embodied intelligence, edge-cloud collaborative reasoning, etc., leading to paper and patent outputs.

1、Lead the core algorithm development for multimodal large models, design model structures and training tasks, solving key problems in multi-source data association understanding and structured representation. 2、Build pre-training and downstream adaptation frameworks based on global multimodal data (images, point clouds, text, etc.), enhancing the model’s generalization ability in intelligent analysis, business decision-making, and other scenarios. 3、 Drive prototype implementation and performance improvement in scenarios like personalized solution planning, resource scheduling optimization, AIGC solution generation. Track cutting-edge research from CVPR, ICCV, NeurIPS, exploring the integration of embodied intelligence, edge-cloud collaborative reasoning, etc., leading to paper and patent outputs.