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Ruochong Zheng

4 accepted papers

2026

BiHiTo: Biomolecular Hierarchy-inspired Tokenization

AAAI 2026technical

Three-dimensional atomic arrangements of biomolecules are key to demystifying biological functions. The rapid expansion of accessible structural data, driven by advances in AI for science, highlights the critical challenge of efficiently modeling large-scale biomolecular structures, which are high-d

Cited by 0SourcePDFScholar
2026

BioDynaSpec: Harmonic-Guided Spatio-Spectral Autoregressive Diffusion for Protein Dynamics Generation

ICML 2026poster

Generating long-horizon, all-atom molecular dynamics (MD) is difficult due to error accumulation in time-domain autoregressive models (causing drift) and fixed step-size constraints on temporal resolution. We propose **BioDynaSpec**, which reformulates protein dynamics as spatio-spectral generation:…

Cited by 0SourceScholar
2025

Tune-Your-Style: Intensity-tunable 3D Style Transfer with Gaussian Splatting

ICCV 2025poster

3D style transfer refers to the artistic stylization of 3D assets based on reference style images. Recently, 3DGS-based stylization methods have drawn considerable attention, primarily due to their markedly enhanced training and rendering speeds. However, a vital challenge for 3D style transfer is t…

2025

iSegMan: Interactive Segment-and-Manipulate 3D Gaussians

CVPR 2025poster

The efficient rendering and explicit nature of 3DGS promote the advancement of 3D scene manipulation.However, existing methods typically encounter challenges in controlling the manipulation region and are unable to furnish the user with interactive feedback, which inevitably leads to unexpected resu…

Cited by 0SourcePDFScholar