activity
20222026
most citedTransformer with Implicit Edges for Particle-based Physics Simulation

1 citations · 1 across the 7 of their papers we have counts for

collaborators

7 papers

cs.GR2026

ClothTransformer: Unified Latent-Space Transformers for Scalable Cloth Simulation

Yu Zhang, Yidi Shao, Wenqi Ouyang +5

Unified and scalable Transformers have recently achieved remarkable success in modeling diverse phenomena traditionally associated with computer graphics, such as 3D visual effects…

cs.LG2025

Reversible GNS for Dissipative Fluids with Consistent Bidirectional Dynamics

Mu Huang, Linning Xu, Mingyue Dai +2

Simulating physically plausible trajectories toward user-defined goals is a fundamental yet challenging task in fluid dynamics. While particle-based simulators can efficiently repr…

cs.CV2025

Comparative Performance of Finetuned ImageNet Pre-trained Models for Electronic Component Classification

Yidi Shao, Longfei Zhou, Fangshuo Tang +3

Electronic component classification and detection are crucial in manufacturing industries, significantly reducing labor costs and promoting technological and industrial development…

cs.CV2025

Learning 3D Garment Animation from Trajectories of A Piece of Cloth

Yidi Shao, Chen Change Loy, Bo Dai

Garment animation is ubiquitous in various applications, such as virtual reality, gaming, and film producing. Recently, learning-based approaches obtain compelling performance in a…

cs.CV2024

GausSim: Foreseeing Reality by Gaussian Simulator for Elastic Objects

Yidi Shao, Mu Huang, Chen Change Loy +1

We introduce GausSim, a novel neural network-based simulator designed to capture the dynamic behaviors of real-world elastic objects represented through Gaussian kernels. We levera…

cs.CV2023

Towards Multi-Layered 3D Garments Animation

Yidi Shao, Chen Change Loy, Bo Dai

Mimicking realistic dynamics in 3D garment animations is a challenging task due to the complex nature of multi-layered garments and the variety of outer forces involved. Existing a…

cs.LG2022★ 1 cited

Transformer with Implicit Edges for Particle-based Physics Simulation

Yidi Shao, Chen Change Loy, Bo Dai

Particle-based systems provide a flexible and unified way to simulate physics systems with complex dynamics. Most existing data-driven simulators for particle-based systems adopt g…