Kang Xia, Wenzhong Li, Shiwei Gan, Sanglu Lu. "TS2ACT: Few-Shot Human Activity Sensing with Cross-Modal Co-Learning." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT, UbiComp). 2024
Wenzhong Li, Xiang Li, Yeting Xu, Yi Yang, Sanglu Lu. "MetaABR: A Meta-Learning Approach on Adaptative Bitrate Selection for Video Streaming." IEEE Transactions on Mobile Computing (TMC). 2024
Mingtao Ji, Chenwei Su, Yitao Fan, Yibo Jin, Zhuzhong Qian, Yuting Yan, Yu Chen, Tuo Cao, Sheng Zhang, Baoliu Ye. "INTaaS: Provisioning In-band Network Telemetry as a service via online learning." Computer Networks (CN). 2024
Xiaohang Shi, Sheng Zhang, Meizhao Liu, Lingkun Meng, Liu Wei, Yingcheng Gu, Kai Liu, Huanyu Cheng, Yu Song, Lei Tang, Andong Zhu, Ning Chen, and Zhuzhong Qian. "Mystique: User-level Adaptation for Real-Time Edge Video Analytics via Meta-RL." IEEE Transactions on Mobile Computing (TMC). 2024
Feifei Zhang, Mao Li, Jidong Ge, Fenghui Tang, Sheng Zhang, Jie Wu, and Bin Luo. "Privacy-Preserving Federated Neural Architecture Search with Enhanced Robustness for Edge Computing." IEEE Transactions on Mobile Computing (TMC). 2024
Xiaohang Shi, Sheng Zhang, Jie Wu, Ning Chen, Ke Cheng, Yu Liang, and Sanglu Lu. "AdaPyramid: Adaptive Pyramid for Accelerating High-resolution Object Detection on Edge Devices." IEEE Transactions on Mobile Computing (TMC). 2024
Ning Chen, Sheng Zhang, Zhi Ma, Yu Chen, Yibo Jin, Jie Wu, Zhuzhong Qian, Yu Liang, Sanglu Lu. "ViChaser: Chase Your Viewpoint for Live Video Streaming With Block-Oriented Super-Resolution." IEEE/ACM Transactions on Networking (TON). 2024
Yu Chen, Sheng Zhang, Yibo Jin, Zhuzhong Qian, Mingjun Xiao, Wenzhong Li, Yu Liang, Sanglu Lu. "Crowdsourcing upon Learning: Energy-aware Dispatch with Guarantee for Video Analytics." IEEE Transactions on Mobile Computing (TMC). 2024
Yuting Yan, Sheng Zhang, Yibo Jin, Fangwen Cheng, Zhuzhong Qian, and Sanglu Lu. "Spatial and Temporal Detection with Attention for Real-time Video Analytics at Edges." IEEE Transactions on Mobile Computing (TMC). 2024
Ye Fan, Jidong Ge, Sheng Zhang, Jie Wu, Bin Luo. "Decentralized Scheduling for Concurrent Tasks in Mobile Edge Computing via Deep Reinforcement Learning." IEEE Transactions on Mobile Computing (TMC). 2024
Ke Cheng, Sheng Zhang, Meizhao Liu, Yingcheng Gu, Liu Wei, Huanyu Cheng, Kai Liu, Yu Song, Xiaohang Shi, Andong Zhu, and Lei Tang. "GeoScale: Microservice Autoscaling with Cost Budget in Geo-Distributed Edge Clouds." IEEE Transactions on Parallel and Distributed Systems (TPDS). 2024
Yin Xu, Mingjun Xiao, Yu Zhu, Jie Wu, Sheng Zhang, and Jinrui Zhou. "AoI-guaranteed Incentive Mechanism for Mobile Crowdsensing with Freshness Concerns." IEEE Transactions on Mobile Computing (TMC). 2024
Meizhao Liu, Yingcheng Gu, Sen Dong, Liu Wei, Kai Liu, Yuting Yan, Yu Song, Huanyu Cheng, Lei Tang, Sheng Zhang. "Collaborative Inference for Deep Neural Networks in Edge Environments." KSII Transactions on Internet and Information Systems (TIIS). 2024
Jiaying Wu, Chuyu Wang, Dongxu Huang, Jingyi Ning, Lei Xie. "Heart Rate Variability Estimation based on RFID Tag-Pair in Dynamic Environments." ACM Transactions on Computing for Healthcare. 2024
Jingyi Ning, Lei Xie,Yi Li ,Yingying Chen ,Yanling Bu, Chuyu Wang, Sanglu Lu and Baoliu Ye. "MoiréTracker: Continuous Camera-to-Screen 6-DoF Pose Tracking based on Moiré Pattern." IEEE Journal on Selected Areas in Communications (JSAC). 2024
Tao Chen Yanling Bu, Yue Zeng, Lei Xie, Sanglu Lu. "RegionFilter: Region-aware video filtering mechanism on resource-constrained edge nodes." Computer Networks (CN). 2024
Yafeng Yin, Lei Xie, Zhiwei Jiang, Fu Xiao, Jiannong Cao, and Sanglu Lu. "A Systematic Review of Human Activity Recognition based on Mobile Devices: Overview, Progress and Trends." IEEE Communications Surveys and Tutorials (COMST). 2024
Long Fan, Lei Xie, Wenhui Zhou, Chuyu Wang, Yanling Bu, Sanglu Lu. "Beamforming for Sensing: Hybrid Beamforming based on Transmitter-Receiver Collaboration for Millimeter-Wave Sensing." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT, UbiComp). 2024
Yiwen Feng, Jiayang Zhao, Chuyu Wang, Lei Xie, Sanglu Lu. "3D Bounding Box Estimation based on COTS mmWave Radar via Moving Scanning." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT, UbiComp). 2024
Yi Li, Chuyu Wang, Lei Xie, Qiancheng Jin, Long Fan, Jingyi Ning, Sanglu Lu. "Facial Landmark Detection based on High Precision Spatial Sampling via Millimeter-wave Radar." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT, UbiComp). 2024
Miao Cai, Xuzhen Jiang, Junru Shen, Baoliu Ye. "SplitDB: Closing the Performance Gap for LSM-Tree-Based Key-Value Stores." IEEE Transactions on Computers (TC). 2024
Yue Zeng, Zhihao Qu, Song Guo, Baoliu Ye, Jie Zhang, Jing Li, Bin Tang. "SafeDRL: Dynamic Microservice Provisioning With Reliability and Latency Guarantees in Edge Environments." IEEE Transactions on Computers (TC). 2024
Miao Cai, Junru Shen, Bin Tang, Hao Huang, Baoliu Ye. "Exploiting Flat Namespace to Improve File System Metadata Performance on Ultra-Fast, Byte-Addressable NVMs." ACM Transactions on Storage (TOS). 2024
Kang Xia, Wenzhong Li, Yimiao Shao, Sanglu Lu. "Vi2ACT:Video-enhanced Cross-modal Co-learning with Representation Conditional Discriminator for Few-shot Human Activity Recognition." ACM International Conference on Multimedia (MM). 2024
Mingkai Lin, Wenzhong Li, Xiaobin Hong, Sanglu Lu. "Scalable Multi-Source Pre-training for Graph Neural Networks." ACM International Conference on Multimedia (MM). 2024
Xiangkai Ma, Xiaobin Hong, Sanglu Lu, Wenzhong Li. "TS3Net: Triple Decomposition with Spectrum Gradient for Long-Term Time Series Analysis." IEEE International Conference on Data Engineering (ICDE). 2024
Mingtao Ji, Lei Jiao, Yitao Fan, Yang Chen, Zhuzhong Qian, Ji Qi, Gangyi Luo, Baoliu Ye. "Online Scheduling of Federated Learning with In-Network Aggregation and Flow Routing." IEEE International Conference on Sensing, Communication, and Networking (SECON). 2024
Ning Chen, Sheng Zhang, Yu Liang, Jie Wu, Yu Chen, Yuting Yan, Zhuzhong Qian, Sanglu Lu. "TileSR: Accelerate On-Device Super-Resolution with Parallel Offloading in Tile Granularity." IEEE Conference on Computer Communications (INFOCOM). 2024
Andong Zhu, Sheng Zhang, Ke Cheng, Xiaohang Shi, Zhuzhong Qian, Sanglu Lu. "AdaStreamer: Machine-Centric High-Accuracy Multi-Video Analytics with Adaptive Neural Codecs." IEEE Conference on Computer Communications (INFOCOM). 2024
Andong Zhu, Sheng Zhang, Xiaohang Shi, Ke Cheng, Hesheng Sun, Sanglu Lu. "Crucio: End-to-End Coordinated Spatio-Temporal Redundancy Elimination for Fast Video Analytics." IEEE Conference on Computer Communications (INFOCOM). 2024
Yu Chen, Sheng Zhang, Ziying Zhou, Xiaokun Wang, Yu Liang, Ning Chen, Yuting Yan, Mingjun Xiao, Jie Wu, Zhuzhong Qian, Harry Xu. "MACRO: Incentivizing Multi-leader Game-based Pareto-efficient Crowdsourcing for Video Analytics." IEEE International Conference on Data Engineering (ICDE). 2024
"Xin Xu, Xichong Zhang, Mingjun Xiao, Jie Wu, An Liu, Sheng Zhang. "Joint Mobile Edge Caching and Pricing: A Mean-Field Game Approach." IEEE International Conference on Data Engineering (ICDE). 2024
Yuting Yan, Sheng Zhang, Xiaokun Wang, Ning Chen, Yu Chen, Yu Liang, Mingjun Xiao, Sanglu Lu. "VisFlow: Adaptive Content-Aware Video Analytics on Collaborative Cameras." IEEE Conference on Computer Communications (INFOCOM). 2024
Ke Cheng, Wen Hu, Zhi Wang, Peng Du, Jianguo Li, Sheng Zhang. "Enabling Efficient Batch Serving for LMaaS via Generation Length Prediction." IEEE International Conference on Web Services (ICWS). 2024
Jinrui Zhou, Yu Zhao, Yin Xu, Mingjun Xiao, Jie Wu, Sheng Zhang. "PSFL: Parallel-Sequential Federated Learning with Convergence Guarantees." IEEE Conference on Computer Communications (INFOCOM). 2024
Shiyuan Ma, Lei Xie, Chuyu Wang, Long Fan, Jingyi Ning, Qing Guo, Baoliu Ye, Sanglu Lu. "LED Can Backscatter: Multi-Modal based 3D Localization via LED-tag." IEEE International Conference on Distributed Computing Systems (ICDCS). 2024
Jingyi Ning, Zhihao Yan, Zhaowei Wu, Lei Xie, Chuyu Wang, Yingying Chen, Baoliu Ye and Sanglu Lu. "MoiréVib: Micron-level Vibration Detection based on Moiré Pattern." ACM International Conference on Mobile Computing and Networking (MobiCom). 2024
Zhongkang Qiao, Chuyu Wang, Lei Xie, Yuanmin Chen, Sanglu Lu. "SweaTag: Fine-grained Sweat Amount Sensing with COTS RFID Tags." IEEE Conference on Computer Communications (INFOCOM). 2024
Shiwei Gan, Yafeng Yin, Zhiwei Jiang, Hongkai Wen, Lei Xie, and Sanglu Lu. "SignGraph: A Sign Sequence is Worth Graphs of Nodes." IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR). 2024
Miao Cai, Junru Shen, Baoliu Ye. "Ethane: An Asymmetric File System for Disaggregated Persistent Memory." USENIX Annual Technical Conference (USENIX ATC). 2024
Tingting Xu, Bengbeng Xue, Yang Song, Xiaomin Wu, Xiaoxin Peng, Yilong Lyu, Xiaoliang Wang, Chen Tian, Baoliu Ye, Cam-Tu Nguyen, Biao Lyu, Rong Wen, Zhigang Zong, Shunmin Zhu. "CyberStar: Simple, Elastic and Cost-Effective Network Functions Management in Cloud Network at Scale." USENIX Annual Technical Conference (USENIX ATC). 2024
Jingyi Ning, Lei Xie, Zhihao Yan, Yanling Bu, and Jun Luo. "MoiréVision: A Generalized Moiré-based Mechanism for 6-DoF Motion Sensing." ACM International Conference on Mobile Computing and Networking (MobiCom). 2024