← Search

Mu Huang

3 accepted papers

2026

SoMA: A Real-to-Sim Neural Simulator for Robotic Soft-Body Manipulation

ICML 2026poster

Simulating deformable objects under rich interactions remains a fundamental challenge for real-to-sim robot manipulation, with dynamics jointly driven by environmental effects and robot actions. Existing simulators rely on predefined physics or data-driven dynamics without robot-conditioned control,…

Cited by 0SourceScholar
2025

GausSim: Foreseeing Reality by Gaussian Simulator for Elastic Objects

ICCV 2025poster

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 leverage continuum mechanics and treat each kernel as a Center of Mass System (CMS) that describes continuous piece of matter,…

Cited by 0SourcePDFScholar
2023

Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation Recognition

EMNLP 2023long main

Implicit Discourse Relation Recognition (IDRR), which infers discourse relations without the help of explicit connectives, is still a crucial and challenging task for discourse parsing. Recent works tend to exploit the hierarchical structure information from the annotated senses, which demonstrate e…

Cited by 0SourcecodeScholar