CrowdHMT Home

CrowdHMT Overview

Core Modules

Edge–Device Collaborative Deep Computing

Supports customized model partitioning for uploaded models and deployment across multiple target devices for collaborative computing under specified resource constraints.

Device-Adaptive Model Compression

Supports customized model compression for uploaded models to reduce model size under specified resource constraints.

Software–Hardware Co-Designed Embedded Intelligence

On resource-constrained platforms such as microcontrollers,
we measure real-device metrics for user models under selectable hardware configurations.

Distributed Learning for Multi-Agent Systems

Supports simulating reinforcement learning by defining actions and rewards for typical scenarios, enabling comparison across different policies.

Knowledge Transfer for Multi-Agent Systems

Supports knowledge transfer using user-uploaded data,
to learn from existing knowledge and experience, cognitive structures, and action skills.

Mechanisms for Enhanced Collective Intelligence Collaboration

Supports discovering and applying emergent mechanisms of bio-inspired collective intelligence,
to improve the efficiency of agents in collaborative tasks.

Application Scenarios

Smart Manufacturing

A human–machine integrated intelligent system composed of smart machines and human experts, capable of intelligent activities in manufacturing such as analysis, reasoning, judgment, planning, and decision-making.

Smart Tourism

Uses technologies such as IoT and cloud computing, together with portable terminals, to enable intelligent sensing and convenient use of tourism information.

Smart Home

Uses the home as a platform to build efficient management of residential facilities and household schedules, improving safety, convenience, comfort, and aesthetics.

Smart City

Integrates city systems and services using information technology and innovative concepts to improve resource efficiency, optimize city management and services, and enhance quality of life.

Smart Transportation

Incorporates advanced IT such as IoT, cloud computing, big data, and mobile internet to aggregate traffic information and provide services based on real-time traffic data.

Military Intelligence

An emerging technology that uses computers to simulate intelligent activities such as human learning and reasoning, problem solving, and decision support methods.

Open-Source Community

Open-Source Code Download

Provides diverse open-source code downloads and supports the expansion of the developer ecosystem.

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Online Performance Benchmark

Supports measuring model parameters, FLOPs, energy consumption, and other performance metrics for uploaded models.

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Forum

Encourages sharing and innovation, fostering an open learning community to spark creativity.

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Visiting Institutions

Peking University

Tsinghua University

Fudan University

Beihang University

National University of Defense Technology

Xi'an Jiaotong University

Wuhan University

Huazhong University of Science and Technology

Sun Yat-sen University

China Machine Press

Southeast University

Northwestern Polytechnical University

Tianjin University

Tongji University

Institute of Computing Technology, Chinese Academy of Sciences

Xidian University

Jilin University

National Digital Switching System Engineering & Technological R&D Center

Institute of Computing Technology, Chinese Academy of Sciences

Chongqing University

Zhengzhou University

Beijing University of Technology

Northeast Forestry University

Xi'an University of Technology

Inner Mongolia Agricultural University

Hunan Normal University

East China University of Science and Technology

Xi'an University of Science and Technology

Shantou University

Hohai University

Jinan University

Northeast Normal University

Wuhan University of Science and Technology

Hunan University

University of Science and Technology Beijing

Harbin University of Science and Technology

North University of China

Shanghai Polytechnic University

Shandong Normal University

Xiamen University

Hunan University of Technology and Business

Nanjing University of Information Science and Technology

Peking University

Tsinghua University

Fudan University

Beihang University

National University of Defense Technology

Xi'an Jiaotong University

Wuhan University

Huazhong University of Science and Technology

Sun Yat-sen University

China Machine Press

Southeast University

Northwestern Polytechnical University

Tianjin University

Tongji University

Institute of Computing Technology, Chinese Academy of Sciences

Xidian University

Jilin University

National Digital Switching System Engineering & Technological R&D Center

Institute of Computing Technology, Chinese Academy of Sciences

Chongqing University

Zhengzhou University

Beijing University of Technology

Northeast Forestry University

Xi'an University of Technology

内蒙古农业大学

Hunan Normal University

East China University of Science and Technology

Xi'an University of Science and Technology

汕头大学

Hohai University

Jinan University

Northeast Normal University

Wuhan University of Science and Technology

Hunan University

University of Science and Technology Beijing

Harbin University of Science and Technology

North University of China

Shanghai Polytechnic University

Shandong Normal University

Xiamen University

Hunan University of Technology and Business

Nanjing University of Information Science and Technology

Monograph Resources

Human–Machine–Thing Collective Intelligence Computing

Humanity is entering an era of ubiquitous intelligent interconnection with the triadic integration of humans, machines, and things. Human–machine–thing collective intelligence is poised to be the next major AI wave!

Resource Overview

本书以人机物融合环境中由人、计算机、物品构成的混成群体为研究对象，提出并阐释“人机物融合群智计算”这一概念，并探索构建其基础理论与方法体系。既可以作为专著，为物联网、人工智能、工业互联网、智慧城市等领域的科研人员和IT从业者提供新的发展视角和相关理论、方法和技术支撑，也可以作为本科生或研究生的参考教材。

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Total Site Visits

Top 1

Microsoft Academic: Collective Intelligence (Global)

30+

Patents & Software Copyrights

100+

In-house Resources

Global Pageviews (since June 2023)

Contact

Phone

177-9583-3104

Email

crowdhmt@mail.nwpu.edu.cn

Address

No. 1 Dongxiang Road, Dongda Town, Chang’an District, Xi’an, Shaanxi, China
Room 501, School of Computer Science, Chang’an Campus, Northwestern Polytechnical University