Author

Shuquan Ye

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Preprint Oct 2026

Grounding Generative Verification in 3D Content

Recent advances in multimodal large language models (MLLMs) and 3D generation have expanded 3D understanding and synthesis. However, beyond visual fidelity, task-specific correctness grounded in 3D evidence remains a major challenge. We argue that building reliable 3D systems requires not only stronger generation and r...

Shuang-Lin Li, Jia-Ying Lin, Shu-Quan Ye · 0 citations

Preprint Aug 2026

ED-DiT: Physics-Guided Diffusion Pretraining for Transferable Molecular Representations from Electron Density

ED-DiT, a physics-guided Diffusion Transformer for self-supervised pretraining on electron-density point clouds, demonstrates the effectiveness of physics-guided electron-density pretraining for learning transferable molecular representations.

Shuang Liang, Haocheng Wang, Jiayi Song et al. · 0 citations