18 citations · 21 across the 11 of their papers we have counts for
13 papers
Looking Back and Forward: What Teaching Materials Do Not Remember About Instructional Reasoning
Yi Ching Chou, Hao Fang, Haoyuan Zhao +1
Instructional materials can be passed along to new instructors, yet the instructional reasoning, such as instructional intentions, contextual information, and reflective insights b…
Sustainable Intelligence for the Wild: Democratizing Ecological Monitoring via Knowledge-Adaptive Edge Expert Agents
Jiaxing Li, Hao Fang, Chi Xu +5
Rapid biodiversity loss underscore the urgency of effective monitoring, yet manual surveys remain resource-intensive. While on-device AI offers a scalable alternative, its performa…
OrbitTransit: Traffic Delivery and Diffusion for Earth Observation via Satellite Mobility
Haoyuan Zhao, Long Chen, Yi Ching Chou +2
The emerging demand for Earth observation (EO) to address environmental challenges has driven unprecedented growth in its primary carrier, Low Earth Orbit satellites, in recent yea…
Rethink Web Service Resilience in Space: A Radiation-Aware and Sustainable Transmission Solution
Long Chen, Hao Fang, Yi Ching Chou +5
Low Earth Orbit (LEO) satellite networks such as Starlink and Project Kuiper are increasingly integrated with cloud infrastructures, forming an important internet backbone for glob…
QuickGrasp: Responsive Video-Language Querying Service via Accelerated Tokenization and Edge-Augmented Inference
Miao Zhang, Ruixiao Zhang, Jianxin Shi +3
Video-language models (VLMs) are reshaping video querying services, bringing unified solutions to complex perception and reasoning tasks. However, deploying large VLMs in real-worl…
ViTMAlis: Towards Latency-Critical Mobile Video Analytics with Vision Transformers
Miao Zhang, Guanzhen Wu, Hao Fang +4
Edge-assisted mobile video analytics (MVA) applications are increasingly shifting from using vision models based on convolutional neural networks (CNNs) to those built on vision tr…
Self-Supervised Compression and Artifact Correction for Streaming Underwater Imaging Sonar
Rongsheng Qian, Chi Xu, Xiaoqiang Ma +4
Real-time imaging sonar is crucial for underwater monitoring where optical sensing fails, but its use is limited by low uplink bandwidth and severe sonar-specific artifacts (speckl…
Robust Live Streaming over LEO Satellite Constellations: Measurement, Analysis, and Handover-Aware Adaptation
Hao Fang, Haoyuan Zhao, Jianxin Shi +5
Live streaming has experienced significant growth recently. Yet this rise in popularity contrasts with the reality that a substantial segment of the global population still lacks I…
Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers
Chi Xu, Yili Jin, Sami Ma +8
Wild salmon are essential to the ecological, economic, and cultural sustainability of the North Pacific Rim. Yet climate variability, habitat loss, and data limitations in remote e…
BAROC: Concealing Packet Losses in LSNs with Bimodal Behavior Awareness for Livecast Ingestion
Haoyuan Zhao, Jianxin Shi, Guanzhen Wu +5
The advent of Low-Earth Orbit satellite networks (LSNs), exemplified by initiatives like \emph{Starlink}, \emph{OneWeb} and \emph{Kuiper}, has ushered in a new era of ``Internet fr…
Commercial Dishes Can Be My Ladder: Sustainable and Collaborative Data Offloading in LEO Satellite Networks
Yi Ching Chou, Long Chen, Hengzhi Wang +6
Low Earth Orbit (LEO) satellite networks, characterized by their high data throughput and low latency, have gained significant interest from both industry and academia. Routing dat…
SALINA: Towards Sustainable Live Sonar Analytics in Wild Ecosystems
Chi Xu, Rongsheng Qian, Hao Fang +4
Sonar radar captures visual representations of underwater objects and structures using sound wave reflections, making it essential for exploration, mapping, and continuous surveill…
LEO Satellite Network Access in the Wild: Potentials, Experiences, and Challenges
Sami Ma, Yi Ching Chou, Miao Zhang +4
In the past three years, working with the Pacific Salmon Foundation and various First Nations groups, we have established Starlink-empowered wild salmon monitoring sites in remote…