AgenticWorld

Agentic

AgenticWorld

World

Lab

Lab

Lab

We develop the foundations of agentic AI: world models, embodied reasoning, and autonomous systems that understand and operate in the physical world.

our research

our research

Federated Agent

World action model

Physical AI

Visual agent

Easy2Hard: From Partially to Fully Unmatched Modalities as Negative Samples in Contrastive Learning

  • Contrastive learning

  • Multimodel

  • CVPR 2026

Noire Atelier image 1

Multimodal Contrasive learning

Easy2Hard: From Partially to Fully Unmatched Modalities as Negative Samples in Contrastive Learning

  • Contrastive learning

  • Multimodel

  • CVPR 2026

Noire Atelier image 1

Multimodal Contrasive learning

Easy2Hard: From Partially to Fully Unmatched Modalities as Negative Samples in Contrastive Learning

  • Contrastive learning

  • Multimodel

  • CVPR 2026

Noire Atelier image 1

Multimodal Contrasive learning

FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps

  • Federate learning

  • Edge devices

  • IEEE Transactions on Mobile Computing

Ember & Co image 1

Distributed federate learning

FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps

  • Federate learning

  • Edge devices

  • IEEE Transactions on Mobile Computing

Ember & Co image 1

Distributed federate learning

FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps

  • Federate learning

  • Edge devices

  • IEEE Transactions on Mobile Computing

Ember & Co image 1

Distributed federate learning

Complement Sparsification: Low-Overhead Model Pruning for Federated Learning

  • Model Pruning

  • Federate learning

  • AAAI 2023

Flux Studios Image 1

Federated learning

Complement Sparsification: Low-Overhead Model Pruning for Federated Learning

  • Model Pruning

  • Federate learning

  • AAAI 2023

Flux Studios Image 1

Federated learning

Complement Sparsification: Low-Overhead Model Pruning for Federated Learning

  • Model Pruning

  • Federate learning

  • AAAI 2023

Flux Studios Image 1

Federated learning

Let's connect

Let's connect

/What we do

01

Technology consulting

We are a team of professors and scientists specializing in spatial physical intelligence. We offer state-of-the-art expertise and know-how in this field.

02

Research collaboration

We bring together resources from leading companies and research labs to execute large-scale research programs.

03

Research service

Packaging & Print

We help you tackle the most challenging research problems and solve the most complex questions in physical intelligence.