Publications

Research advancing sustainable monitoring of wild salmon through underwater imaging and intelligent analytics.

  1. arXiv preprint

    Sustainable Intelligence for the Wild: Democratizing Ecological Monitoring via Knowledge-Adaptive Edge Expert Agents

    Jiaxing Li, Hao Fang, Chi Xu, Miao Zhang, Jiangchuan Liu, William I. Atlas, Katrina M. Connors, Mark A. Spoljaric

    arXiv:2605.16671

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  2. ACM WWW

    FUSED: Toward Federated Multimodal Retrieval across Sovereign Data Domains

    Chi Xu, Jiaxing Li, Mengdi Jin, William I. Atlas, Mark A. Spoljaric, Edith C. H. Ngai, Jiangchuan Liu

    Proceedings of the ACM Web Conference 2026

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  3. WACV

    Self-Supervised Compression and Artifact Correction for Streaming Underwater Imaging Sonar

    Rongsheng Qian, Chi Xu, Xiaoqiang Ma, Hao Fang, Yili Jin, William I. Atlas, Jiangchuan Liu

    IEEE/CVF Winter Conference on Applications of Computer Vision

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  4. IJCAI

    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, Rongsheng Qian, Hao Fang, Jiangchuan Liu, Xue Liu, Edith C. H. Ngai, William I. Atlas, Katrina M. Connors, Mark A. Spoljaric

    Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence

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  5. ACM SenSys

    SALINA: Towards Sustainable Live Sonar Analytics in Wild Ecosystems

    Chi Xu, Rongsheng Qian, Hao Fang, Xiaoqiang Ma, William I. Atlas, Jiangchuan Liu, Mark A. Spoljaric

    Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems

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  6. IEEE Network

    LEO Satellite Network Access in the Wild: Potentials, Experiences, and Challenges

    Sami Ma, Yi Ching Chou, Miao Zhang, Hao Fang, Haoyuan Zhao, Jiangchuan Liu, William I. Atlas

    IEEE Network, Volume 38, Issue 6

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  7. Frontiers in Marine Science

    Wild salmon enumeration and monitoring using deep learning empowered detection and tracking

    William I. Atlas, Sami Ma, Yi Ching Chou, Katrina Connors, Daniel Scurfield, Brandon Nam, Xiaoqiang Ma, Mark Cleveland, Janvier Doire, Jonathan W. Moore, Ryan Shea, Jiangchuan Liu

    Frontiers in Marine Science, Volume 10

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  8. IEEE INFOCOM

    Network Characteristics of LEO Satellite Constellations: A Starlink-Based Measurement from End Users

    Sami Ma, Yi Ching Chou, Haoyuan Zhao, Long Chen, Xiaoqiang Ma, Jiangchuan Liu

    IEEE International Conference on Computer Communications

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