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Shihao Ma

6 accepted papers

2026

CMoE: Contrastive Mixture of Experts for Motion Control and Terrain Adaptation of Humanoid Robots

ICRA 2026poster

For effective deployment in real-world environments, humanoid robots must autonomously navigate a diverse range of complex terrains with abrupt transitions. While the Vanilla mixture of experts (MoE) framework is theoretically capable of modeling diverse terrain features, in practice, the gating net…

2026

Rhythm: Learning Interactive Whole-Body Control for Dual Humanoids

RSS 2026poster

Realizing interactive whole-body control for multi-humanoid systems is critical for unlocking complex collaborative capabilities in shared environments. Although recent advancements have significantly enhanced the agility of individual robots, bridging the gap to physically coupled multi-humanoid in…

Cited by 1SourceScholar
2025

A Modified Resistance Model for Magnetic Honeycomb Robots to Navigate in Low Reynolds Number Fluids

ICRA 2025

In recent years, magnetically controlled microrobots have garnered significant attention. This paper presents the H-robot, a self-designed microrobot featuring an innovative structure. The H-robot features a honeycomb porous spherical design specifically engineered to enhance cargo capacity. A new d

Cited by 0SourceScholar
2025

BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model

NeurIPS 2025poster

Unlocking deep and interpretable biological reasoning from complex genomic data remains a major AI challenge limiting scientific progress. While current DNA foundation models excel at representing sequences, they struggle with multi-step reasoning and lack transparent, biologically meaningful explan…

Cited by 0SourcecodeScholar
2025

Ctrl-DNA: Controllable Cell-Type-Specific Regulatory DNA Design via Constrained RL

NeurIPS 2025spotlight

Designing regulatory DNA sequences that achieve precise cell-type-specific gene expression is crucial for advancements in synthetic biology, gene therapy and precision medicine. Although transformer-based language models (LMs) can effectively capture patterns in regulatory DNA, their generative appr…

Cited by 0SourcecodeScholar
2022

Design and Experiments of Snake Robots with Docking Function

IROS 2022poster

This paper presents a novel snake robot with the docking function, which can help the snake robots to connect with each other to achieve a stronger one with double length and double degrees of freedom. First, the mechanical design of the snake robot with docking function is introduced, including the…

Cited by 3SourceScholar