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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
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AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics
Published in IEEE INFOCOM, 2023
Conference paper in IEEE INFOCOM 2023.
Recommended citation: Tingting Yuan†, Liang Mi†, Weijun Wang, Haipeng Dai, and Xiaoming Fu. AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics. IEEE INFOCOM, 2023.
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BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge
Published in IEEE INFOCOM, 2024
Conference paper in IEEE INFOCOM 2024.
Recommended citation: Lin Sun, Weijun Wang, Tingting Yuan, Liang Mi, Haipeng Dai, Yunxin Liu, and Xiaoming Fu. BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge. IEEE INFOCOM, 2024.
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Accelerated Neural Enhancement for Video Analytics with Video Quality Adaptation
Published in IEEE/ACM Transactions on Networking, 2024
Journal article in IEEE/ACM Transactions on Networking.
Recommended citation: Liang Mi, Tingting Yuan, Weijun Wang, Haipeng Dai, Lin Sun, Jiaqi Zheng, Guihai Chen, and Xiaoming Fu. Accelerated Neural Enhancement for Video Analytics with Video Quality Adaptation. IEEE/ACM TON, 2024.
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Empower Vision Applications with LoRA LMM
Published in ACM European Conference on Computer Systems, 2025
Conference paper in ACM EuroSys 2025.
Recommended citation: Liang Mi, Weijun Wang, Wenming Tu, Qingfeng He, Rui Kong, Xinyu Fang, Yazhu Dong, Yikang Zhang, Yuanchun Li, Meng Li, Haipeng Dai, Guihai Chen, and Yunxin Liu. Empower Vision Applications with LoRA LMM. ACM EuroSys, 2025.
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Region-based Content Enhancement for Efficient Video Analytics at the Edge
Published in USENIX Symposium on Networked Systems Design and Implementation, 2025
Conference paper in USENIX NSDI 2025.
Recommended citation: Weijun Wang†, Liang Mi†, Shaowei Cen, Haipeng Dai, Yuanchun Li, Xiaoming Fu, and Yunxin Liu. Region-based Content Enhancement for Efficient Video Analytics at the Edge. USENIX NSDI, 2025.
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Bi-level Bandwidth Coordination for Multiple Video Inference at the Edge
Published in IEEE/ACM Transactions on Networking, 2025
Journal article in IEEE/ACM Transactions on Networking.
Recommended citation: Haipeng Dai, Jinghan Chen, Liang Mi*, Weijun Wang, Yuanchun Li, Tingting Yuan, Lin Sun, Junlong Chen, Yuben Qu, Yunxin Liu, Xiaoming Fu, and Guihai Chen. Bi-level Bandwidth Coordination for Multiple Video Inference at the Edge. IEEE/ACM TON, 2025.
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Demo: EdgeMind-OS, A Plug-and-Play Embodied Intelligence System for Real-Time On-Device Deployment
Published in ACM MobiCom, 2025
Demo paper in ACM MobiCom 2025.
Recommended citation: Xin Ding, Jianyu Wei, Fucheng Jia, Liang Mi, Ruofei Ju, Xianye Wang, Yikai Zheng, Ziming Zhang, Weijun Wang, Shiqi Jiang, Yunxin Liu, and Ting Cao. Demo: EdgeMind-OS, A Plug-and-Play Embodied Intelligence System for Real-Time On-Device Deployment. ACM MobiCom, 2025.
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CompViT: Real-Time Compressed Video Action Recognition with Asymmetric Transformer Networks
Published in International Journal of Computer Vision, 2026
Journal article in International Journal of Computer Vision.
Recommended citation: Tao Wu, Shaowei Cen, Liang Mi, Weijun Wang, Haipeng Dai, and Limin Wang. CompViT: Real-Time Compressed Video Action Recognition with Asymmetric Transformer Networks. Springer IJCV, 2026.
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Efficient Remote KV Cache Reuse with GPU-native Video Codec
Published in ACM SIGCOMM, 2026
Conference paper accepted to ACM SIGCOMM 2026.
Recommended citation: Liang Mi, Weijun Wang, Jinghan Chen, Ting Cao, Haipeng Dai, and Yunxin Liu. Efficient Remote KV Cache Reuse with GPU-native Video Codec. ACM SIGCOMM, 2026.
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StreamDuet: Bandwidth Efficient Multi-Drone Video Analytics with Iterative Streaming
Published in IEEE/ACM International Symposium on Quality of Service, 2026
Conference paper accepted to IEEE/ACM IWQoS 2026.
Recommended citation: Haihan Zhang, Weijun Wang, Haipeng Dai, Ruiben Zhou, Liang Mi, Mi Zhou, and Guihai Chen. StreamDuet: Bandwidth Efficient Multi-Drone Video Analytics with Iterative Streaming. IEEE/ACM IWQoS, 2026.
AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
Published in International Conference on Machine Learning, 2026
Conference paper accepted to ICML 2026.
Recommended citation: Xin Ding, Jianyu Wei, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Hao Wu, Fucheng Jia, Liang Mi, Yuxuan Yan, Weijun Wang, Yunxin Liu, Zhibo Chen, and Ting Cao. AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation. ICML, 2026.
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