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Weicheng Huang

3 accepted papers

2026

Chamaileon: Cross-Context Binder Design with Contextualized Modeling and Mixed Sampling

ICML 2026spotlight

The rapid evolution of generative models has unlocked new potentials in protein binder design, a pivotal task in structural biology, by facilitating end-to-end generation via joint sequence-structure modeling or hallucination. However, existing approaches are predominantly implemented under a single…

Cited by 0SourceScholar
2025

Inverse Design of Snap-Actuated Jumping Robots Powered by Mechanics-Aided Machine Learning

RA-L 2025

Simulating soft robots offers a cost-effective approach to exploring their design and control strategies. While current models, such as finite element analysis, are effective in capturing soft robotic dynamics, the field still requires a broadly applicable and efficient numerical simulation method.

Cited by 4SourcecodeScholar
2021

Numerical Simulation of an Untethered Omni-Directional Star-Shaped Swimming Robot

ICRA 2021poster

Simulating the swimming of soft underwater robot remains challenging due to the absence of an efficient numerical framework that can effectively capture the geometrically nonlinear deformation of soft materials and structures when interacting with a liquid environment. Here, we address this by intro…

Cited by 8SourceScholar