[{"year": 2026, "type": "conference", "title": "CAGS: Color-Adaptive Volumetric Video Streaming with Dynamic 3D Gaussian Splatting", "authors": "D. Yin, Y. Jin, J. Shi, I. Ding, M. Zhang, F. Wang, Z. Huang, C. Zhang, J. Liu, F. Dong", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://arxiv.org/abs/2605.09279\" rel=\"noopener noreferrer\">CAGS: Color-Adaptive Volumetric Video Streaming with Dynamic 3D Gaussian Splatting</a></h3>\n    <p class=\"citation-authors\">D. Yin, Y. Jin, J. Shi, I. Ding, M. Zhang, F. Wang, Z. Huang, C. Zhang, J. Liu, F. Dong</p>\n  </div>\n  <p class=\"citation-meta\">ACM SIGGRAPH \u00b7 2026</p>\n  <a class=\"citation-action\" href=\"https://arxiv.org/abs/2605.09279\" rel=\"noopener noreferrer\" aria-label=\"View CAGS: Color-Adaptive Volumetric Video Streaming with Dynamic 3D Gaussian Splatting\">View paper</a>\n</article>\n"}, {"year": 2026, "type": "conference", "title": "FUSED: Toward Federated Multimodal Retrieval across Sovereign Data Domains", "authors": "Chi Xu, Jiaxing Li, Mengdi Jin, William I. Atlas, Mark A. Spoljaric, Edith C. H. Ngai, Jiangchuan Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://dl.acm.org/doi/10.1145/3774904.3793009\" rel=\"noopener noreferrer\">FUSED: Toward Federated Multimodal Retrieval across Sovereign Data Domains</a></h3>\n    <p class=\"citation-authors\">Chi Xu, Jiaxing Li, Mengdi Jin, William I. Atlas, Mark A. Spoljaric, Edith C. H. Ngai, Jiangchuan Liu</p>\n  </div>\n  <p class=\"citation-meta\">ACM WWW \u00b7 2026</p>\n  <a class=\"citation-action\" href=\"https://dl.acm.org/doi/10.1145/3774904.3793009\" rel=\"noopener noreferrer\" aria-label=\"View FUSED: Toward Federated Multimodal Retrieval across Sovereign Data Domains\">View paper</a>\n</article>\n"}, {"year": 2026, "type": "journal", "title": "Managing Edge Resources at Scale: A Peer-to-Peer CDN for On-Demand Video Streaming", "authors": "R.-X. Zhang, H. Wang, S. Shi, X. Pang, K. Nahrstedt, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://dl.acm.org/doi/10.1145/3816021\" rel=\"noopener noreferrer\">Managing Edge Resources at Scale: A Peer-to-Peer CDN for On-Demand Video Streaming</a></h3>\n    <p class=\"citation-authors\">R.-X. Zhang, H. Wang, S. Shi, X. Pang, K. Nahrstedt, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">ACM Transactions on Computer Systems \u00b7 2026</p>\n  <a class=\"citation-action\" href=\"https://dl.acm.org/doi/10.1145/3816021\" rel=\"noopener noreferrer\" aria-label=\"View Managing Edge Resources at Scale: A Peer-to-Peer CDN for On-Demand Video Streaming\">View paper</a>\n</article>\n"}, {"year": 2026, "type": "conference", "title": "OrbitTransit: Traffic Delivery and Diffusion for Earth Observation via Satellite Mobility", "authors": "H. Zhao, L. Chen, Y. C. Chou, H. Fang, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://arxiv.org/abs/2604.04368\" rel=\"noopener noreferrer\">OrbitTransit: Traffic Delivery and Diffusion for Earth Observation via Satellite Mobility</a></h3>\n    <p class=\"citation-authors\">H. Zhao, L. Chen, Y. C. Chou, H. Fang, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">ACM MobiSys \u00b7 2026</p>\n  <a class=\"citation-action\" href=\"https://arxiv.org/abs/2604.04368\" rel=\"noopener noreferrer\" aria-label=\"View OrbitTransit: Traffic Delivery and Diffusion for Earth Observation via Satellite Mobility\">View paper</a>\n</article>\n"}, {"year": 2026, "type": "conference", "title": "Rethink Web Service Resilience in Space: A Radiation-Aware and Sustainable Transmission Solution", "authors": "L. Chen, H. Fang, Y. C. Chou, H. Zhao, X. Fan, Z. Chen, H. Wang, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://arxiv.org/abs/2603.18526\" rel=\"noopener noreferrer\">Rethink Web Service Resilience in Space: A Radiation-Aware and Sustainable Transmission Solution</a></h3>\n    <p class=\"citation-authors\">L. Chen, H. Fang, Y. C. Chou, H. Zhao, X. Fan, Z. Chen, H. Wang, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">ACM WWW \u00b7 2026</p>\n  <a class=\"citation-action\" href=\"https://arxiv.org/abs/2603.18526\" rel=\"noopener noreferrer\" aria-label=\"View Rethink Web Service Resilience in Space: A Radiation-Aware and Sustainable Transmission Solution\">View paper</a>\n</article>\n"}, {"year": 2026, "type": "conference", "title": "Self-Supervised Compression and Artifact Correction for Streaming Underwater Imaging Sonar", "authors": "Rongsheng Qian, Chi Xu, Xiaoqiang Ma, Hao Fang, Yili Jin, William I. Atlas, Jiangchuan Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://openaccess.thecvf.com/content/WACV2026/html/Qian_Self-Supervised_Compression_and_Artifact_Correction_for_Streaming_Underwater_Imaging_Sonar_WACV_2026_paper.html\" rel=\"noopener noreferrer\">Self-Supervised Compression and Artifact Correction for Streaming Underwater Imaging Sonar</a></h3>\n    <p class=\"citation-authors\">Rongsheng Qian, Chi Xu, Xiaoqiang Ma, Hao Fang, Yili Jin, William I. Atlas, Jiangchuan Liu</p>\n  </div>\n  <p class=\"citation-meta\">IEEE/CVF WACV \u00b7 2026</p>\n  <a class=\"citation-action\" href=\"https://openaccess.thecvf.com/content/WACV2026/html/Qian_Self-Supervised_Compression_and_Artifact_Correction_for_Streaming_Underwater_Imaging_Sonar_WACV_2026_paper.html\" rel=\"noopener noreferrer\" aria-label=\"View Self-Supervised Compression and Artifact Correction for Streaming Underwater Imaging Sonar\">View paper</a>\n</article>\n"}, {"year": 2026, "type": "conference", "title": "Sparsity Curse: Understanding RLVR Model Parameter Space from Model Merging", "authors": "C. Wu, Z. Li, J. Bu, J. Liu, H. Wang", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\">Sparsity Curse: Understanding RLVR Model Parameter Space from Model Merging</h3>\n    <p class=\"citation-authors\">C. Wu, Z. Li, J. Bu, J. Liu, H. Wang</p>\n  </div>\n  <p class=\"citation-meta\">ACM SIGKDD \u00b7 2026</p>\n  \n</article>\n"}, {"year": 2026, "type": "preprint", "title": "Sustainable Intelligence for the Wild: Democratizing Ecological Monitoring via Knowledge-Adaptive Edge Expert Agents", "authors": "Jiaxing Li, Hao Fang, Chi Xu, Miao Zhang, Jiangchuan Liu, William I. Atlas, Katrina M. Connors, Mark A. Spoljaric", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://arxiv.org/abs/2605.16671\" rel=\"noopener noreferrer\">Sustainable Intelligence for the Wild: Democratizing Ecological Monitoring via Knowledge-Adaptive Edge Expert Agents</a></h3>\n    <p class=\"citation-authors\">Jiaxing Li, Hao Fang, Chi Xu, Miao Zhang, Jiangchuan Liu, William I. Atlas, Katrina M. Connors, Mark A. Spoljaric</p>\n  </div>\n  <p class=\"citation-meta\">arXiv:2605.16671 \u00b7 2026</p>\n  <a class=\"citation-action\" href=\"https://arxiv.org/abs/2605.16671\" rel=\"noopener noreferrer\" aria-label=\"View Sustainable Intelligence for the Wild: Democratizing Ecological Monitoring via Knowledge-Adaptive Edge Expert Agents\">View paper</a>\n</article>\n"}, {"year": 2025, "type": "conference", "title": "BAROC: Concealing Packet Losses in LSNs with Bimodal Behavior Awareness for Livecast Ingestion", "authors": "H. Zhao, J. Shi, G. Wu, H. Fang, Y. Chou, L. Chen, F. Wang, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://arxiv.org/abs/2504.16322\" rel=\"noopener noreferrer\">BAROC: Concealing Packet Losses in LSNs with Bimodal Behavior Awareness for Livecast Ingestion</a></h3>\n    <p class=\"citation-authors\">H. Zhao, J. Shi, G. Wu, H. Fang, Y. Chou, L. Chen, F. Wang, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">IEEE INFOCOM \u00b7 2025</p>\n  <a class=\"citation-action\" href=\"https://arxiv.org/abs/2504.16322\" rel=\"noopener noreferrer\" aria-label=\"View BAROC: Concealing Packet Losses in LSNs with Bimodal Behavior Awareness for Livecast Ingestion\">View paper</a>\n</article>\n"}, {"year": 2025, "type": "conference", "title": "Beyond Interpretability: Exploring the Comprehensibility of Adaptive Video Streaming through Large Language Models", "authors": "L. Jia, C. Li, Z. Yuan, J. Chen, T. Huang, J. Liu, L. Sun", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://arxiv.org/abs/2508.16448\" rel=\"noopener noreferrer\">Beyond Interpretability: Exploring the Comprehensibility of Adaptive Video Streaming through Large Language Models</a></h3>\n    <p class=\"citation-authors\">L. Jia, C. Li, Z. Yuan, J. Chen, T. Huang, J. Liu, L. Sun</p>\n  </div>\n  <p class=\"citation-meta\">ACM MM \u00b7 2025</p>\n  <a class=\"citation-action\" href=\"https://arxiv.org/abs/2508.16448\" rel=\"noopener noreferrer\" aria-label=\"View Beyond Interpretability: Exploring the Comprehensibility of Adaptive Video Streaming through Large Language Models\">View paper</a>\n</article>\n"}, {"year": 2025, "type": "conference", "title": "Crucible: Quantifying the Potential of Control Algorithms through LLM Agents", "authors": "L. Jia, C. Li, H. Qian, T. Huang, J. Liu, L. Sun", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://arxiv.org/abs/2510.18491\" rel=\"noopener noreferrer\">Crucible: Quantifying the Potential of Control Algorithms through LLM Agents</a></h3>\n    <p class=\"citation-authors\">L. Jia, C. Li, H. Qian, T. Huang, J. Liu, L. Sun</p>\n  </div>\n  <p class=\"citation-meta\">NeurIPS \u00b7 2025</p>\n  <a class=\"citation-action\" href=\"https://arxiv.org/abs/2510.18491\" rel=\"noopener noreferrer\" aria-label=\"View Crucible: Quantifying the Potential of Control Algorithms through LLM Agents\">View paper</a>\n</article>\n"}, {"year": 2025, "type": "conference", "title": "Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers", "authors": "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", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.ijcai.org/proceedings/2025/1106\" rel=\"noopener noreferrer\">Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers</a></h3>\n    <p class=\"citation-authors\">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</p>\n  </div>\n  <p class=\"citation-meta\">IJCAI \u00b7 2025</p>\n  <a class=\"citation-action\" href=\"https://www.ijcai.org/proceedings/2025/1106\" rel=\"noopener noreferrer\" aria-label=\"View Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers\">View paper</a>\n</article>\n"}, {"year": 2025, "type": "conference", "title": "Generative AI for Multimedia Communication: Recent Advances, An Information-Theoretic Framework, and Future Opportunities", "authors": "Y. Jin, X. Liu, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://arxiv.org/abs/2508.17163\" rel=\"noopener noreferrer\">Generative AI for Multimedia Communication: Recent Advances, An Information-Theoretic Framework, and Future Opportunities</a></h3>\n    <p class=\"citation-authors\">Y. Jin, X. Liu, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">ACM MM \u00b7 2025</p>\n  <a class=\"citation-action\" href=\"https://arxiv.org/abs/2508.17163\" rel=\"noopener noreferrer\" aria-label=\"View Generative AI for Multimedia Communication: Recent Advances, An Information-Theoretic Framework, and Future Opportunities\">View paper</a>\n</article>\n"}, {"year": 2025, "type": "conference", "title": "Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds", "authors": "Y. Jin, L. Pan, R. Zhang, J. Liu, X. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://arxiv.org/abs/2508.17166\" rel=\"noopener noreferrer\">Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds</a></h3>\n    <p class=\"citation-authors\">Y. Jin, L. Pan, R. Zhang, J. Liu, X. Liu</p>\n  </div>\n  <p class=\"citation-meta\">ACM MM \u00b7 2025</p>\n  <a class=\"citation-action\" href=\"https://arxiv.org/abs/2508.17166\" rel=\"noopener noreferrer\" aria-label=\"View Generative Flow Networks for Personalized Multimedia Systems: A Case Study on Short Video Feeds\">View paper</a>\n</article>\n"}, {"year": 2025, "type": "conference", "title": "Towards User-level QoE: Large-scale Practice in Personalized Optimization of Adaptive Video Streaming", "authors": "L. Jia, C. Zhou, C. Li, J. Liu, L. Sun", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://arxiv.org/abs/2508.16454\" rel=\"noopener noreferrer\">Towards User-level QoE: Large-scale Practice in Personalized Optimization of Adaptive Video Streaming</a></h3>\n    <p class=\"citation-authors\">L. Jia, C. Zhou, C. Li, J. Liu, L. Sun</p>\n  </div>\n  <p class=\"citation-meta\">ACM SIGCOMM \u00b7 2025</p>\n  <a class=\"citation-action\" href=\"https://arxiv.org/abs/2508.16454\" rel=\"noopener noreferrer\" aria-label=\"View Towards User-level QoE: Large-scale Practice in Personalized Optimization of Adaptive Video Streaming\">View paper</a>\n</article>\n"}, {"year": 2025, "type": "conference", "title": "TrackerSplat: Exploiting Point Tracking for Fast and Robust Dynamic 3D Gaussians Reconstruction", "authors": "D. Yin, I. Ding, Y. Jin, J. Shi, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://profile.yindaheng98.top/TrackerSplat2025SIGGRAPHAsia.pdf\" rel=\"noopener noreferrer\">TrackerSplat: Exploiting Point Tracking for Fast and Robust Dynamic 3D Gaussians Reconstruction</a></h3>\n    <p class=\"citation-authors\">D. Yin, I. Ding, Y. Jin, J. Shi, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">ACM SIGGRAPH Asia \u00b7 2025</p>\n  <a class=\"citation-action\" href=\"https://profile.yindaheng98.top/TrackerSplat2025SIGGRAPHAsia.pdf\" rel=\"noopener noreferrer\" aria-label=\"View TrackerSplat: Exploiting Point Tracking for Fast and Robust Dynamic 3D Gaussians Reconstruction\">View paper</a>\n</article>\n"}, {"year": 2024, "type": "journal", "title": "Digital Phenotyping and Feature Extraction on Smartphone Data for Depression Detection", "authors": "M. Yang, E. C. H. Ngai, X. Hu, B. Hu, J. Liu, E. Gelenbe, V. C. M. Leung", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\">Digital Phenotyping and Feature Extraction on Smartphone Data for Depression Detection</h3>\n    <p class=\"citation-authors\">M. Yang, E. C. H. Ngai, X. Hu, B. Hu, J. Liu, E. Gelenbe, V. C. M. Leung</p>\n  </div>\n  <p class=\"citation-meta\">Proceedings of the IEEE \u00b7 2024</p>\n  \n</article>\n"}, {"year": 2024, "type": "conference", "title": "Enhancing Resource Management of the World's Largest PcDN System for On-Demand Video Streaming", "authors": "R. Zhang, H. Wang, S. Shi, X. Pang, Y. Peng, Z. Xue, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.cs.sfu.ca/~jcliu/Papers/atc24-zhang-rui-xiao.pdf\" rel=\"noopener noreferrer\">Enhancing Resource Management of the World&#x27;s Largest PcDN System for On-Demand Video Streaming</a></h3>\n    <p class=\"citation-authors\">R. Zhang, H. Wang, S. Shi, X. Pang, Y. Peng, Z. Xue, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">USENIX ATC \u00b7 2024</p>\n  <a class=\"citation-action\" href=\"https://www.cs.sfu.ca/~jcliu/Papers/atc24-zhang-rui-xiao.pdf\" rel=\"noopener noreferrer\" aria-label=\"View Enhancing Resource Management of the World&#x27;s Largest PcDN System for On-Demand Video Streaming\">View paper</a>\n</article>\n"}, {"year": 2024, "type": "conference", "title": "Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes", "authors": "X. Su, Y. Zhou, L. Cui, J. C. Lui, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://arxiv.org/abs/2402.03770\" rel=\"noopener noreferrer\">Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes</a></h3>\n    <p class=\"citation-authors\">X. Su, Y. Zhou, L. Cui, J. C. Lui, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">IEEE INFOCOM \u00b7 2024</p>\n  <a class=\"citation-action\" href=\"https://arxiv.org/abs/2402.03770\" rel=\"noopener noreferrer\" aria-label=\"View Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes\">View paper</a>\n</article>\n"}, {"year": 2024, "type": "conference", "title": "FSVFG: Towards Immersive Full-scene Volumetric Video Streaming with Adaptive Feature Grid", "authors": "D. Yin, J. Shi, M. Zhang, Z. Huang, J. Liu, F. Dong", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://profile.yindaheng98.top/FSVFG2024ACMMultimedia.pdf\" rel=\"noopener noreferrer\">FSVFG: Towards Immersive Full-scene Volumetric Video Streaming with Adaptive Feature Grid</a></h3>\n    <p class=\"citation-authors\">D. Yin, J. Shi, M. Zhang, Z. Huang, J. Liu, F. Dong</p>\n  </div>\n  <p class=\"citation-meta\">ACM MM \u00b7 2024</p>\n  <a class=\"citation-action\" href=\"https://profile.yindaheng98.top/FSVFG2024ACMMultimedia.pdf\" rel=\"noopener noreferrer\" aria-label=\"View FSVFG: Towards Immersive Full-scene Volumetric Video Streaming with Adaptive Feature Grid\">View paper</a>\n</article>\n"}, {"year": 2024, "type": "journal", "title": "LEO Satellite Network Access in the Wild: Potentials, Experiences, and Challenges", "authors": "Sami Ma, Yi Ching Chou, Miao Zhang, Hao Fang, Haoyuan Zhao, Jiangchuan Liu, William I. Atlas", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://doi.org/10.1109/MNET.2024.3391271\" rel=\"noopener noreferrer\">LEO Satellite Network Access in the Wild: Potentials, Experiences, and Challenges</a></h3>\n    <p class=\"citation-authors\">Sami Ma, Yi Ching Chou, Miao Zhang, Hao Fang, Haoyuan Zhao, Jiangchuan Liu, William I. Atlas</p>\n  </div>\n  <p class=\"citation-meta\">IEEE Network, Volume 38, Issue 6 \u00b7 2024</p>\n  <a class=\"citation-action\" href=\"https://doi.org/10.1109/MNET.2024.3391271\" rel=\"noopener noreferrer\" aria-label=\"View LEO Satellite Network Access in the Wild: Potentials, Experiences, and Challenges\">View paper</a>\n</article>\n"}, {"year": 2024, "type": "conference", "title": "Robust Live Streaming over LEO Satellite Constellations: Measurement, Analysis, and Handover-Aware Adaptation", "authors": "H. Fang, H. Zhao, J. Shi, M. Zhang, G. Wu, Y. Chou, F. Wang, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://henryfang.net/assets/pdf/fang2024robust.pdf\" rel=\"noopener noreferrer\">Robust Live Streaming over LEO Satellite Constellations: Measurement, Analysis, and Handover-Aware Adaptation</a></h3>\n    <p class=\"citation-authors\">H. Fang, H. Zhao, J. Shi, M. Zhang, G. Wu, Y. Chou, F. Wang, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">ACM MM \u00b7 2024</p>\n  <a class=\"citation-action\" href=\"https://henryfang.net/assets/pdf/fang2024robust.pdf\" rel=\"noopener noreferrer\" aria-label=\"View Robust Live Streaming over LEO Satellite Constellations: Measurement, Analysis, and Handover-Aware Adaptation\">View paper</a>\n</article>\n"}, {"year": 2024, "type": "conference", "title": "SALINA: Towards Sustainable Live Sonar Analytics in Wild Ecosystems", "authors": "Chi Xu, Rongsheng Qian, Hao Fang, Xiaoqiang Ma, William I. Atlas, Jiangchuan Liu, Mark A. Spoljaric", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://doi.org/10.1145/3666025.3699323\" rel=\"noopener noreferrer\">SALINA: Towards Sustainable Live Sonar Analytics in Wild Ecosystems</a></h3>\n    <p class=\"citation-authors\">Chi Xu, Rongsheng Qian, Hao Fang, Xiaoqiang Ma, William I. Atlas, Jiangchuan Liu, Mark A. Spoljaric</p>\n  </div>\n  <p class=\"citation-meta\">ACM SenSys \u00b7 2024</p>\n  <a class=\"citation-action\" href=\"https://doi.org/10.1145/3666025.3699323\" rel=\"noopener noreferrer\" aria-label=\"View SALINA: Towards Sustainable Live Sonar Analytics in Wild Ecosystems\">View paper</a>\n</article>\n"}, {"year": 2024, "type": "conference", "title": "StarStream: Live Video Analytics over Space Networking", "authors": "M. Zhang, J. Li, H. Zhao, L. Shen, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://miaozhang8.github.io/assets/pdf/MM-2024-StarStream.pdf\" rel=\"noopener noreferrer\">StarStream: Live Video Analytics over Space Networking</a></h3>\n    <p class=\"citation-authors\">M. Zhang, J. Li, H. Zhao, L. Shen, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">ACM MM \u00b7 2024</p>\n  <a class=\"citation-action\" href=\"https://miaozhang8.github.io/assets/pdf/MM-2024-StarStream.pdf\" rel=\"noopener noreferrer\" aria-label=\"View StarStream: Live Video Analytics over Space Networking\">View paper</a>\n</article>\n"}, {"year": 2024, "type": "conference", "title": "Towards Integrated Energy-Communication-Transportation Hub: A Base-Station-Centric Design in 5G and Beyond", "authors": "L. Shen, G. Wu, C. Zhang, X. Fan, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://arxiv.org/abs/2508.15833\" rel=\"noopener noreferrer\">Towards Integrated Energy-Communication-Transportation Hub: A Base-Station-Centric Design in 5G and Beyond</a></h3>\n    <p class=\"citation-authors\">L. Shen, G. Wu, C. Zhang, X. Fan, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">IEEE ICDCS \u00b7 2024</p>\n  <a class=\"citation-action\" href=\"https://arxiv.org/abs/2508.15833\" rel=\"noopener noreferrer\" aria-label=\"View Towards Integrated Energy-Communication-Transportation Hub: A Base-Station-Centric Design in 5G and Beyond\">View paper</a>\n</article>\n"}, {"year": 2023, "type": "conference", "title": "Network Characteristics of LEO Satellite Constellations: A Starlink-Based Measurement from End Users", "authors": "Sami Ma, Yi Ching Chou, Haoyuan Zhao, Long Chen, Xiaoqiang Ma, Jiangchuan Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://ieeexplore.ieee.org/document/10228912\" rel=\"noopener noreferrer\">Network Characteristics of LEO Satellite Constellations: A Starlink-Based Measurement from End Users</a></h3>\n    <p class=\"citation-authors\">Sami Ma, Yi Ching Chou, Haoyuan Zhao, Long Chen, Xiaoqiang Ma, Jiangchuan Liu</p>\n  </div>\n  <p class=\"citation-meta\">IEEE INFOCOM \u00b7 2023</p>\n  <a class=\"citation-action\" href=\"https://ieeexplore.ieee.org/document/10228912\" rel=\"noopener noreferrer\" aria-label=\"View Network Characteristics of LEO Satellite Constellations: A Starlink-Based Measurement from End Users\">View paper</a>\n</article>\n"}, {"year": 2023, "type": "conference", "title": "OmniSense: Towards Edge-Assisted Online Analytics for 360-Degree Videos", "authors": "M. Zhang, Y. Zhu, L. Shen, F. Wang, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://miaozhang8.github.io/assets/pdf/infocom_23_omnisense.pdf\" rel=\"noopener noreferrer\">OmniSense: Towards Edge-Assisted Online Analytics for 360-Degree Videos</a></h3>\n    <p class=\"citation-authors\">M. Zhang, Y. Zhu, L. Shen, F. Wang, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">IEEE INFOCOM \u00b7 2023</p>\n  <a class=\"citation-action\" href=\"https://miaozhang8.github.io/assets/pdf/infocom_23_omnisense.pdf\" rel=\"noopener noreferrer\" aria-label=\"View OmniSense: Towards Edge-Assisted Online Analytics for 360-Degree Videos\">View paper</a>\n</article>\n"}, {"year": 2023, "type": "journal", "title": "Wild salmon enumeration and monitoring using deep learning empowered detection and tracking", "authors": "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", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2023.1200408/full\" rel=\"noopener noreferrer\">Wild salmon enumeration and monitoring using deep learning empowered detection and tracking</a></h3>\n    <p class=\"citation-authors\">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</p>\n  </div>\n  <p class=\"citation-meta\">Frontiers in Marine Science, Volume 10 \u00b7 2023</p>\n  <a class=\"citation-action\" href=\"https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2023.1200408/full\" rel=\"noopener noreferrer\" aria-label=\"View Wild salmon enumeration and monitoring using deep learning empowered detection and tracking\">View paper</a>\n</article>\n"}, {"year": 2022, "type": "conference", "title": "AggCast: Practical Cost-effective Scheduling for Large-scale Cloud-edge Crowdsourced Live Streaming", "authors": "R. Zhang, C. Yang, X. Wang, T. Huang, C. Wu, J. Liu, L. Sun", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.cs.sfu.ca/~jcliu/Papers/zhang2022aggcast.pdf\" rel=\"noopener noreferrer\">AggCast: Practical Cost-effective Scheduling for Large-scale Cloud-edge Crowdsourced Live Streaming</a></h3>\n    <p class=\"citation-authors\">R. Zhang, C. Yang, X. Wang, T. Huang, C. Wu, J. Liu, L. Sun</p>\n  </div>\n  <p class=\"citation-meta\">ACM MM \u00b7 2022</p>\n  <a class=\"citation-action\" href=\"https://www.cs.sfu.ca/~jcliu/Papers/zhang2022aggcast.pdf\" rel=\"noopener noreferrer\" aria-label=\"View AggCast: Practical Cost-effective Scheduling for Large-scale Cloud-edge Crowdsourced Live Streaming\">View paper</a>\n</article>\n"}, {"year": 2022, "type": "conference", "title": "Batch Adaptative Streaming for Video Analytics", "authors": "L. Zhang, Y. Zhang, X. Wu, F. Wang, L. Cui, Z. Wang, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.cs.sfu.ca/~jcliu/Papers/BatchAdaptative22.pdf\" rel=\"noopener noreferrer\">Batch Adaptative Streaming for Video Analytics</a></h3>\n    <p class=\"citation-authors\">L. Zhang, Y. Zhang, X. Wu, F. Wang, L. Cui, Z. Wang, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">IEEE INFOCOM \u00b7 2022</p>\n  <a class=\"citation-action\" href=\"https://www.cs.sfu.ca/~jcliu/Papers/BatchAdaptative22.pdf\" rel=\"noopener noreferrer\" aria-label=\"View Batch Adaptative Streaming for Video Analytics\">View paper</a>\n</article>\n"}, {"year": 2022, "type": "conference", "title": "CASVA: Configuration-Adaptive Streaming for Live Video Analytics", "authors": "M. Zhang, F. Wang, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.cs.sfu.ca/~jcliu/Papers/casva22.pdf\" rel=\"noopener noreferrer\">CASVA: Configuration-Adaptive Streaming for Live Video Analytics</a></h3>\n    <p class=\"citation-authors\">M. Zhang, F. Wang, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">IEEE INFOCOM \u00b7 2022</p>\n  <a class=\"citation-action\" href=\"https://www.cs.sfu.ca/~jcliu/Papers/casva22.pdf\" rel=\"noopener noreferrer\" aria-label=\"View CASVA: Configuration-Adaptive Streaming for Live Video Analytics\">View paper</a>\n</article>\n"}, {"year": 2022, "type": "conference", "title": "Optimal Rate Adaption in Federated Learning with Compressed Communication", "authors": "L. Cui, X. Su, Y. Zhou, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.cs.sfu.ca/~jcliu/Papers/OptimalRate22.pdf\" rel=\"noopener noreferrer\">Optimal Rate Adaption in Federated Learning with Compressed Communication</a></h3>\n    <p class=\"citation-authors\">L. Cui, X. Su, Y. Zhou, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">IEEE INFOCOM \u00b7 2022</p>\n  <a class=\"citation-action\" href=\"https://www.cs.sfu.ca/~jcliu/Papers/OptimalRate22.pdf\" rel=\"noopener noreferrer\" aria-label=\"View Optimal Rate Adaption in Federated Learning with Compressed Communication\">View paper</a>\n</article>\n"}, {"year": 2021, "type": "conference", "title": "Microphone Array Backscatter: An Application-Driven Design for Lightweight Spatial Sound Recording over the Air", "authors": "J. Zhao, W. Gong, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.cs.sfu.ca/~jcliu/Papers/Microphone21.pdf\" rel=\"noopener noreferrer\">Microphone Array Backscatter: An Application-Driven Design for Lightweight Spatial Sound Recording over the Air</a></h3>\n    <p class=\"citation-authors\">J. Zhao, W. Gong, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">ACM MobiCom \u00b7 2021</p>\n  <a class=\"citation-action\" href=\"https://www.cs.sfu.ca/~jcliu/Papers/Microphone21.pdf\" rel=\"noopener noreferrer\" aria-label=\"View Microphone Array Backscatter: An Application-Driven Design for Lightweight Spatial Sound Recording over the Air\">View paper</a>\n</article>\n"}, {"year": 2021, "type": "conference", "title": "Personalized Cross-Silo Federated Learning on Non-IID Data", "authors": "Y. Huang, L. Chu, Z. Zhou, L. Wang, J. Liu, J. Pei, Y. Zhang", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.cs.sfu.ca/~jcliu/Papers/PersonalizedCross-Silo21.pdf\" rel=\"noopener noreferrer\">Personalized Cross-Silo Federated Learning on Non-IID Data</a></h3>\n    <p class=\"citation-authors\">Y. Huang, L. Chu, Z. Zhou, L. Wang, J. Liu, J. Pei, Y. Zhang</p>\n  </div>\n  <p class=\"citation-meta\">AAAI \u00b7 2021</p>\n  <a class=\"citation-action\" href=\"https://www.cs.sfu.ca/~jcliu/Papers/PersonalizedCross-Silo21.pdf\" rel=\"noopener noreferrer\" aria-label=\"View Personalized Cross-Silo Federated Learning on Non-IID Data\">View paper</a>\n</article>\n"}, {"year": 2021, "type": "conference", "title": "TBRA: Tiling and Bitrate Adaptation for Mobile 360-Degree Video Streaming", "authors": "L. Zhang, Y. Suo, X. Wu, F. Wang, Y. Chen, L. Cui, J. Liu, Z. Ming", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.cs.sfu.ca/~jcliu/Papers/TBRA21.pdf\" rel=\"noopener noreferrer\">TBRA: Tiling and Bitrate Adaptation for Mobile 360-Degree Video Streaming</a></h3>\n    <p class=\"citation-authors\">L. Zhang, Y. Suo, X. Wu, F. Wang, Y. Chen, L. Cui, J. Liu, Z. Ming</p>\n  </div>\n  <p class=\"citation-meta\">ACM MM \u00b7 2021</p>\n  <a class=\"citation-action\" href=\"https://www.cs.sfu.ca/~jcliu/Papers/TBRA21.pdf\" rel=\"noopener noreferrer\" aria-label=\"View TBRA: Tiling and Bitrate Adaptation for Mobile 360-Degree Video Streaming\">View paper</a>\n</article>\n"}, {"year": 2021, "type": "conference", "title": "Towards Cloud-Edge Collaborative Online Video Analytics with Fine-Grained Serverless Pipelines", "authors": "M. Zhang, F. Wang, Y. Zhu, J. Liu, Z. Wang", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.cs.sfu.ca/~jcliu/Papers/TowardsCloudEdge22.pdf\" rel=\"noopener noreferrer\">Towards Cloud-Edge Collaborative Online Video Analytics with Fine-Grained Serverless Pipelines</a></h3>\n    <p class=\"citation-authors\">M. Zhang, F. Wang, Y. Zhu, J. Liu, Z. Wang</p>\n  </div>\n  <p class=\"citation-meta\">ACM MMSys \u00b7 2021</p>\n  <a class=\"citation-action\" href=\"https://www.cs.sfu.ca/~jcliu/Papers/TowardsCloudEdge22.pdf\" rel=\"noopener noreferrer\" aria-label=\"View Towards Cloud-Edge Collaborative Online Video Analytics with Fine-Grained Serverless Pipelines\">View paper</a>\n</article>\n"}, {"year": 2020, "type": "conference", "title": "Intelligent Video Caching at Network Edge: A Multi-Agent Deep Reinforcement Learning Approach", "authors": "F. Wang, J. Liu, Z. Wang, L. Sun", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.cs.sfu.ca/~jcliu/Papers/IntellgentCaching20.pdf\" rel=\"noopener noreferrer\">Intelligent Video Caching at Network Edge: A Multi-Agent Deep Reinforcement Learning Approach</a></h3>\n    <p class=\"citation-authors\">F. Wang, J. Liu, Z. Wang, L. Sun</p>\n  </div>\n  <p class=\"citation-meta\">IEEE INFOCOM \u00b7 2020</p>\n  <a class=\"citation-action\" href=\"https://www.cs.sfu.ca/~jcliu/Papers/IntellgentCaching20.pdf\" rel=\"noopener noreferrer\" aria-label=\"View Intelligent Video Caching at Network Edge: A Multi-Agent Deep Reinforcement Learning Approach\">View paper</a>\n</article>\n"}, {"year": 2020, "type": "conference", "title": "Leveraging QoE Heterogeneity for Large-Scale Livecast Scheduling", "authors": "R. Zhang, M. Ma, T. Huang, H. Li, J. Liu, L. Sun", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.cs.sfu.ca/~jcliu/Papers/LeveragingQoE20.pdf\" rel=\"noopener noreferrer\">Leveraging QoE Heterogeneity for Large-Scale Livecast Scheduling</a></h3>\n    <p class=\"citation-authors\">R. Zhang, M. Ma, T. Huang, H. Li, J. Liu, L. Sun</p>\n  </div>\n  <p class=\"citation-meta\">ACM MM \u00b7 2020</p>\n  <a class=\"citation-action\" href=\"https://www.cs.sfu.ca/~jcliu/Papers/LeveragingQoE20.pdf\" rel=\"noopener noreferrer\" aria-label=\"View Leveraging QoE Heterogeneity for Large-Scale Livecast Scheduling\">View paper</a>\n</article>\n"}, {"year": 2020, "type": "conference", "title": "Look Ahead at the First-mile in Livecast with Crowdsourced Highlight Prediction", "authors": "C. Zhang, F. Wang, J. Liu, R. Shea, L. Sun", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.cs.sfu.ca/~jcliu/Papers/LookAhead20.pdf\" rel=\"noopener noreferrer\">Look Ahead at the First-mile in Livecast with Crowdsourced Highlight Prediction</a></h3>\n    <p class=\"citation-authors\">C. Zhang, F. Wang, J. Liu, R. Shea, L. Sun</p>\n  </div>\n  <p class=\"citation-meta\">IEEE INFOCOM \u00b7 2020</p>\n  <a class=\"citation-action\" href=\"https://www.cs.sfu.ca/~jcliu/Papers/LookAhead20.pdf\" rel=\"noopener noreferrer\" aria-label=\"View Look Ahead at the First-mile in Livecast with Crowdsourced Highlight Prediction\">View paper</a>\n</article>\n"}, {"year": 2020, "type": "conference", "title": "Towards Scalable Backscatter Sensor Mesh with Decodable Relay and Distributed Excitation", "authors": "J. Zhao, W. Gong, J. Liu", "html": "<article class=\"citation-row\">\n  <div class=\"citation-copy\">\n    <h3 class=\"citation-title\"><a href=\"https://www.cs.sfu.ca/~jcliu/Papers/mobisys20-final157.pdf\" rel=\"noopener noreferrer\">Towards Scalable Backscatter Sensor Mesh with Decodable Relay and Distributed Excitation</a></h3>\n    <p class=\"citation-authors\">J. Zhao, W. Gong, J. Liu</p>\n  </div>\n  <p class=\"citation-meta\">ACM MobiSys \u00b7 2020</p>\n  <a class=\"citation-action\" href=\"https://www.cs.sfu.ca/~jcliu/Papers/mobisys20-final157.pdf\" rel=\"noopener noreferrer\" aria-label=\"View Towards Scalable Backscatter Sensor Mesh with Decodable Relay and Distributed Excitation\">View paper</a>\n</article>\n"}]