Handi Chen
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View article: NoteIt: A System Converting Instructional Videos to Interactable Notes Through Multimodal Video Understanding
NoteIt: A System Converting Instructional Videos to Interactable Notes Through Multimodal Video Understanding Open
Users often take notes for instructional videos to access key knowledge later without revisiting long videos. Automated note generation tools enable users to obtain informative notes efficiently. However, notes generated by existing resear…
View article: DietGlance: Dietary Monitoring and Personalized Analysis at a Glance with Knowledge-Empowered AI Assistant
DietGlance: Dietary Monitoring and Personalized Analysis at a Glance with Knowledge-Empowered AI Assistant Open
Growing awareness of wellness has prompted people to consider whether their dietary patterns align with their health and fitness goals. In response, researchers have introduced various wearable dietary monitoring systems and dietary assess…
View article: Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection
Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Open
Intrusion Detection Systems (IDS) are crucial for safeguarding digital infrastructure. In dynamic network environments, both threat landscapes and normal operational behaviors are constantly changing, resulting in concept drift. While cont…
View article: LiteChain: A Lightweight Blockchain for Verifiable and Scalable Federated Learning in Massive Edge Networks
LiteChain: A Lightweight Blockchain for Verifiable and Scalable Federated Learning in Massive Edge Networks Open
Leveraging blockchain in Federated Learning (FL) emerges as a new paradigm for secure collaborative learning on Massive Edge Networks (MENs). As the scale of MENs increases, it becomes more difficult to implement and manage a blockchain am…
View article: BF-Meta: Secure Blockchain-enhanced Privacy-preserving Federated Learning for Metaverse
BF-Meta: Secure Blockchain-enhanced Privacy-preserving Federated Learning for Metaverse Open
The metaverse, emerging as a revolutionary platform for social and economic activities, provides various virtual services while posing security and privacy challenges. Wearable devices serve as bridges between the real world and the metave…
View article: Towards Edge General Intelligence via Large Language Models: Opportunities and Challenges
Towards Edge General Intelligence via Large Language Models: Opportunities and Challenges Open
Edge Intelligence (EI) has been instrumental in delivering real-time, localized services by leveraging the computational capabilities of edge networks. The integration of Large Language Models (LLMs) empowers EI to evolve into the next sta…
View article: HealthPrism: A Visual Analytics System for Exploring Children's Physical and Mental Health Profiles with Multimodal Data
HealthPrism: A Visual Analytics System for Exploring Children's Physical and Mental Health Profiles with Multimodal Data Open
The correlation between children's personal and family characteristics (e.g., demographics and socioeconomic status) and their physical and mental health status has been extensively studied across various research domains, such as public h…
View article: SDN-Enabled 3C Resource Integration in Green Internet of Electrical Vehicles
SDN-Enabled 3C Resource Integration in Green Internet of Electrical Vehicles Open
With the advocacy of green renewable energy, Electric Vehicles (EVs) have gradually become the mainstream in the automobile market. Due to the finite edge resources of the Internet of EVs, this paper integrates idle communication, caching …
View article: Green Internet of Vehicles: Architecture, Enabling Technologies, and Applications
Green Internet of Vehicles: Architecture, Enabling Technologies, and Applications Open
With the development of Internet of Vehicles (IoV) and the gradual maturity of 5th Generation Mobile Networks (5G) technology, the further development of the IoV highly relies on network energy and resources. However, basic methods of rese…