3 citations · 4 across the 5 of their papers we have counts for
7 papers
From Surfaces to Volumes: Registered Geometry for Protein Representation Learning
Siyuan Chen, Cai Zhou, Jinrui Zhang +8
Existing protein geometry models typically represent molecular surfaces using local geometric features such as sampled points, normals, and curvature. While effective for capturing…
DexCanvas: Bridging Human Demonstrations and Robot Learning for Dexterous Manipulation
Xinyue Xu, Jieqiang Sun, Jing +9
We present DexCanvas, a large-scale hybrid real-synthetic human manipulation dataset containing 7,000 hours of dexterous hand-object interactions seeded from 70 hours of real human…
Physically Valid Biomolecular Interaction Modeling with Gauss-Seidel Projection
Siyuan Chen, Minghao Guo, Caoliwen Wang +6
Biomolecular interaction modeling has been substantially advanced by foundation models, yet they often produce all-atom structures that violate basic steric feasibility. We address…
Fast Subspace Fluid Simulation with a Temporally-Aware Basis
Siyuan Chen, Yixin Chen, Jonathan Panuelos +4
We present a novel reduced-order fluid simulation technique leveraging Dynamic Mode Decomposition (DMD) to achieve fast, memory-efficient, and user-controllable subspace simulation…
SG-Splatting: Accelerating 3D Gaussian Splatting with Spherical Gaussians
Yiwen Wang, Siyuan Chen, Ran Yi
3D Gaussian Splatting is emerging as a state-of-the-art technique in novel view synthesis, recognized for its impressive balance between visual quality, speed, and rendering effici…
Plasticine3D: 3D Non-Rigid Editing with Text Guidance by Multi-View Embedding Optimization
Yige Chen, Teng Hu, Yizhe Tang +3
With the help of Score Distillation Sampling (SDS) and the rapid development of neural 3D representations, some methods have been proposed to perform 3D editing such as adding addi…
Compressing Vision Transformers for Low-Resource Visual Learning
Eric Youn, Sai Mitheran J, Sanjana Prabhu +1
Vision transformer (ViT) and its variants have swept through visual learning leaderboards and offer state-of-the-art accuracy in tasks such as image classification, object detectio…