Author

Hao Li

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Preprint Aug 2026

DiverseDiT++: Quantifying, Analyzing, and Promoting Representation Diversity in Diffusion Transformers

It is revealed that representation diversity across blocks is a critical factor for effective representation learning in DiTs, and a novel metric, termed the Weighted Diversity Score (WDS), is introduced to measure the representational discrepancies across different blocks.

Binglei Li, Mengping Yang, Zhiyu Tan et al. · 0 citations

Jul 2026

Monkey King Bang: A Unified Scientific Multimodal Foundation Model

Experiments show that MKB achieves competitive scientific understanding across biological and molecular benchmarks, produces high-fidelity native outputs for weather forecasting, biological generation, and medical-image segmentation, and largely retains the general capabilities of its Qwen3-VL backbone.

Hesen Chen, Xinyue Su, Xiaomeng Yang et al. · arXiv.org · 0 citations