Xinyi Fu
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View article: Who Should Hold Control? Rethinking Empowerment in Home Automation among Cohabitants through the Lens of Co-Design
Who Should Hold Control? Rethinking Empowerment in Home Automation among Cohabitants through the Lens of Co-Design Open
Recent HCI research has highlighted home automation's potential in providing residents with technology-enhanced domestic autonomy. However, in the cohabitation context, the prevalent solutionist paradigm of automated systems introduces cha…
View article: A Case Study Exploring the Applicability of Heuristic Evaluation in Smart Home Systems
A Case Study Exploring the Applicability of Heuristic Evaluation in Smart Home Systems Open
Smart home systems, integrating multiple devices and interaction methods, give rise to complex usability challenges. While heuristic evaluation has been a preferred method for evaluating usability across various domains, its applicability …
View article: Clean-image Backdoor Attacks
Clean-image Backdoor Attacks Open
To gather a significant quantity of annotated training data for high-performance image classification models, numerous companies opt to enlist third-party providers to label their unlabeled data. This practice is widely regarded as secure,…
View article: Editorial: Body-centric computing for health and wellbeing
Editorial: Body-centric computing for health and wellbeing Open
EDITORIAL article Front. Comput. Sci., 14 March 2024Sec. Human-Media Interaction Volume 6 - 2024 | https://doi.org/10.3389/fcomp.2024.1393102
View article: VRMN-bD: A Multi-modal Natural Behavior Dataset of Immersive Human Fear Responses in VR Stand-up Interactive Games
VRMN-bD: A Multi-modal Natural Behavior Dataset of Immersive Human Fear Responses in VR Stand-up Interactive Games Open
Understanding and recognizing emotions are important and challenging issues in the metaverse era. Understanding, identifying, and predicting fear, which is one of the fundamental human emotions, in virtual reality (VR) environments plays a…
View article: Multi-channel Sensor Network Construction, Data Fusion and Challenges for Smart Home
Multi-channel Sensor Network Construction, Data Fusion and Challenges for Smart Home Open
Both sensor networks and data fusion are essential foundations for developing the smart home Internet of Things (IoT) and related fields. We proposed a multi-channel sensor network construction method involving hardware, acquisition, and s…
View article: Decoding Fear: Exploring User Experiences in Virtual Reality Horror Games
Decoding Fear: Exploring User Experiences in Virtual Reality Horror Games Open
This preliminary study investigated user experiences in VR horror games, highlighting fear-triggering and gender-based differences in perception. By utilizing a scientifically validated and specially designed questionnaire, we successfully…
View article: Meta-Home: Smart Home Digital Twin Design from the Perspective of Smart metaverse
Meta-Home: Smart Home Digital Twin Design from the Perspective of Smart metaverse Open
With the development of smart home technology and meta-verse technology, people tend to combine the two technologies to build a more appealing experience. In this context, the concept of Meta-Home (digital twin of smart home) has been prop…
View article: Decoding Fear: Exploring User Experiences in Virtual Reality Horror Games
Decoding Fear: Exploring User Experiences in Virtual Reality Horror Games Open
This preliminary study investigated user experiences in VR horror games, highlighting fear-triggering and gender-based differences in perception. By utilizing a scientifically validated and specially designed questionnaire, we successfully…
View article: Multi-channel Sensor Network Construction, Data Fusion and Challenges for Smart Home
Multi-channel Sensor Network Construction, Data Fusion and Challenges for Smart Home Open
Both sensor networks and data fusion are essential foundations for developing the smart home Internet of Things (IoT) and related fields. We proposed a multi-channel sensor network construction method involving hardware, acquisition, and s…
View article: Privacy-preserving design of graph neural networks with applications to vertical federated learning
Privacy-preserving design of graph neural networks with applications to vertical federated learning Open
The paradigm of vertical federated learning (VFL), where institutions collaboratively train machine learning models via combining each other's local feature or label information, has achieved great success in applications to financial risk…
View article: Differentially Private Learning with Per-Sample Adaptive Clipping
Differentially Private Learning with Per-Sample Adaptive Clipping Open
Privacy in AI remains a topic that draws attention from researchers and the general public in recent years. As one way to implement privacy-preserving AI, differentially private learning is a framework that enables AI models to use differe…
View article: Database of human well-being and eco-sustainability under planetary pressures of the Belt and Road 1990-2018
Database of human well-being and eco-sustainability under planetary pressures of the Belt and Road 1990-2018 Open
The database contains 29,621 data records and four core datasets of consumption, pressure, output and efficiency, and one related dataset, covering both sustainability and development aspects of sustainable development. That is, · Consumpt…
View article: Database of human well-being and eco-sustainability under planetary pressures of the Belt and Road 1990-2018
Database of human well-being and eco-sustainability under planetary pressures of the Belt and Road 1990-2018 Open
The database contains 29,621 data records and four core datasets of consumption, pressure, output and efficiency, and one related dataset, covering both sustainability and development aspects of sustainable development. That is, · Consumpt…
View article: Database of human well-being and eco-sustainability under planetary pressures of the Belt and Road 1990-2018
Database of human well-being and eco-sustainability under planetary pressures of the Belt and Road 1990-2018 Open
The database contains 29,621 data records and four core datasets of consumption, pressure, output and efficiency, and one related dataset, covering both sustainability and development aspects of sustainable development. That is, · Consumpt…
View article: Database of human well-being and eco-sustainability under planetary pressures of the Belt and Road 1990-2018
Database of human well-being and eco-sustainability under planetary pressures of the Belt and Road 1990-2018 Open
The database contains 29,621 data records and four core datasets of consumption, pressure, output and efficiency, and one related dataset, covering both sustainability and development aspects of sustainable development. That is, · Consumpt…
View article: Differentially Private Learning with Per-Sample Adaptive Clipping
Differentially Private Learning with Per-Sample Adaptive Clipping Open
Privacy in AI remains a topic that draws attention from researchers and the general public in recent years. As one way to implement privacy-preserving AI, differentially private learning is a framework that enables AI models to use differe…
View article: EmoSparkle: Tangible Prototype to Convey Visual Expressions for Visually Impaired Individuals in Real-time Conversations
EmoSparkle: Tangible Prototype to Convey Visual Expressions for Visually Impaired Individuals in Real-time Conversations Open
Non-verbal expression plays an important role in social communication. Visually impaired people may feel embarrassed because they have limited access to such information. In this article, we proposed EmoSparkle, a prototype system that con…
View article: User-friendly interactive affective system to leverage aggressive driving behavior
User-friendly interactive affective system to leverage aggressive driving behavior Open
Aggressive driving behavior has been proven to be one of the major contributors to road accidents. Traditional solutions to leverage aggressive driving behavior still have some obvious shortcomings such as low user experience and unsatisfa…
View article: Database of human well-being and eco-sustainability under planetary pressures of the Belt and Road 1990-2018
Database of human well-being and eco-sustainability under planetary pressures of the Belt and Road 1990-2018 Open
The database contains 27,884 data records and four core datasets of consumption, pressure, output and efficiency, and one related dataset, covering both sustainability and development aspects of sustainable development. That is, · Consumpt…
View article: LINE-DRAWING ENHANCED INTERACTIVE MURAL RESTORATION FORDUNHUANG MOGAO GROTTOES
LINE-DRAWING ENHANCED INTERACTIVE MURAL RESTORATION FORDUNHUANG MOGAO GROTTOES Open
Dunhuang Mogao Grottoes in western China is one of the most famous World Cultural Heritage Sites, known for its glorious Chinese Buddhist art spanning a period of 1,000 years. However, it has been suffering from damage and degradation caus…