Resource:Previous Seminars

2022

• [INFOCOM 2021] Resource-Efficient Federated Learning with Hierarchical Aggregation in Edge Computing, Jianqi, 2022-6-27
• [ICDCS 2021] Gillis: Serving Large Neural Networks in Serverless Functions with Automatic Model Partitioning, Kun Wang, 2022-6-27

• [INFOCOM 2022] Multi-Agent Distributed Reinforcement Learningfor Making Decentralized Offloading Decisions, Wenjie, 2022-6-20
• [Sensys 2021] FedMask: Joint Computation and Communication-Efficient Personalized Federated Learning via Heterogeneous Masking, Xinyu, 2022-6-13
• [Sensys 2021] NELoRa: Towards Ultra-low SNR LoRa Communication with Neural-enhanced Demodulation, Kaiwen, 2022-6-6
• [SenSys 2021] Mercury: Efficient On-Device Distributed DNN Training via Stochastic Importance Sampling, Jiajun, 2022-5-30
• [ATC 2020] Disaggregating Persistent Memory and Controlling Them Remotely: An Exploration of Passive Disaggregated Key-Value Stores, Qinyong, 2022-5-30
• [TMC 2022] Measurement Errors in Range-Based Localization Algorithms for UAVs: Analysis and Experimentation, Luwei, 2022-5-23
• [INFOCOM 2021] AMIS:EdgeComputingBasedAdaptiveMobileVideoStreaming, Silence, 2022-5-23
• [SIGCOMM 2021] XLINK: QoE-driven multi-path QUIC transport in large-scale video services, Rong, 2022-5-9
• [IoTJ 2021] Stepwise Refinement Provenance Scheme for Wireless Sensor Networks, Zhuoliu, 2022-5-9
• [IPSN 2022] EMU: Increasing the Performance and Applicability of LoRa through Chirp Emulation, Snipping, and Multiplexing, Wenliang, 2022-4-29
• [NSDI 2022] Starlight: Fast Container Provisioning on the Edge and over the WAN, Jiangshu, 2022-4-29
• [AAAI 2022] FedProto: Federated Prototype Learning across Heterogeneous Clients, Jianqi, 2022-4-22
• [NSDI 2022] SwarmMap: Scaling Up Real-time Collaborative Visual SLAM at the Edge, Jianfei, 2022-4-12
• [NSDI 2022] CurvingLoRa to Boost LoRa Network Throughput via Concurrent Transmission, Xiong, 2022-4-15
• [INFOCOM 2022] CurveALOHA: Non-linear Chirps Enabled High Throughput Random Channel Access for LoRa, Xiong, 2022-4-15
• [INFOCOM 2022] Decentralized Task Offloading in Edge Computing: A Multi-User Multi-Armed Bandit Approach, Wenjie, 2022-4-8
• [INFOCOM 2022] CASVA: Configuration-Adaptive Streaming for Live Video Analytics, Shiqi, 2022-4-8
• [INFOCOM 2022] WiRa: Enabling Cross-Technology Communication from WiFi to LoRa with IEEE 802.11ax, Kaiwen, 2022-3-12
• [INFOCOM 2021] EdgeDuet: Tiling Small Object Detection for Edge Assisted Autonomous Mobile Vision, Xianyang, 2022-3-12
• [INFOCOM 2021] Edge-assisted Online On-device Object Detection for Real-time Video Analytics, Silence, 2022-3-4

2021

• [MobiCom 2021] Flexible high-resolution object detection on edge devices with tunable latency, Rong, 2021-12-24
• [TPDS 2022] Energy-Efficient Offloading for DNN-Based Smart IoT Systems in Cloud-Edge Environments, Wenjie, 2021-12-24
• [TMC 2022] Objective-Variable Tour Planning for Mobile Data Collection in Partitioned Sensor Networks, Zhuoliu, 2021-12-24
• [MobiCom 2020] Nephalai: towards LPWAN C-RAN with physical layer compression, Wenliang, 2021-12-17
• [MobiCom 2021] EMP: edge-assisted multi-vehicle perception, Jiangshu, 2021-12-17
• [NSDI 2021] Move Fast and Meet Deadlines: Fine-grained Real-time Stream Processing with Cameo, Jianfei, 2021-12-10
• [ICML 2021] Data-Free Knowledge Distillation for Heterogeneous Federated Learning, Jianqi, 2021-12-10

• [TWC 2021] OMUS: Efficient Opportunistic Routing in Multi-Modal Underwater Sensor Networks, Xianyang, 2021-12-3
• [MobiCom 2021] Combating link dynamics for reliable lora connection in urban settings, Wangxiong, 2021-12-3
• [IMWUT 2021] A City-Wide Crowdsourcing Delivery System with Reinforcement Learning, Wenjie, 2021-12-3
• [TWC 2021] Mega Satellite Constellation System Optimization: From Network Control Structure Perspective, Shiqi, 2021-11-19
• [TWC 2021] Distance-Aware Relay Selection in an Energy-Efficient Discovery Protocol for 5G D2D Communication, Luwei, 2021-11-19
• [ToN] Adaptive Configuration Selection and Bandwidth Allocation for Edge-Based Video Analytics, Rong, 2021-11-12
• [MobiCom'21] PCube: scaling LoRa concurrent transmissions with reception diversities, Kaiwen, 2021-11-12
• [IMWUT 2021] A City-Wide Crowdsourcing Delivery System with Reinforcement Learning, Wenjie, 2021-11-12
• [ICDCS 2021] Defuse: A Dependency-Guided Function Scheduler to Mitigate Cold Starts on FaaS Platforms, Linyuanqi Zhang, 2021-11-05
• [ICLR 2021] FedMix: Approximation of Mixup under Mean Augmented Federated Learning, Jianqi Liu, 2021-11-05
• [INFOCOM 2021] Enhanced Flooding-Based Routing Protocol for Swarm UAV Networks: Random Network Coding Meets Clustering, Luwei, 2021-10-29
• [IEEE Communications Surveys & Tutorials 2018] Routing in Multi-Hop Cellular Device-to-Device(D2D) Networks: A Survey, Wenjie, 2021-10-29
• [NSDI 2021] Staying Alive: Connection Path Reselection at the Edge, Zhuoliu, 2021-10-29
• [INFOCOM 2021] PolarTracker: Attitude-aware Channel Access for Floating Low Power Wide Area Networks, Wenliang, 2021-10-15
• [SIGCOMM 2021] Hoplite: efficient and fault-tolerant collective communication for task-based distributed systems, Xianyang, 2021-10-08
• [NSDI 2021] EPaxos Revisited, Jianfei, 2021-10-08
• [MobiCom 2021] A community-driven approach to democratize access to satellite ground stations, Rong Cong, 2021-09-24
• [NSDI 2021] Toward Nearly-Zero-Error Sketching via Compressive Sensing, Xiong Wang, 2021-09-24
• [TMC2021] Real-Time Detection for Drowsy Driving via Acoustic Sensing on Smartphones, Shiqi Hu, 2021-09-17
• [MobiHoc2021] DeepLoRa: Fingerprinting LoRa Devices at Scale Through Deep Learning and Data Augmentation, Wenliang Mao, 2021-09-17
• [IoTJ2021] D2D-Enabled Mobile-Edge Computation Offloading for Multiuser IoT Network, Wenjie Huang, 2021-09-17
• [talk] Sharing the state-of-the-art research works, All, 2021-09-03
• [ICNP'2020] SCLoRa: Leveraging Multi-Dimensionality in Decoding Collided LoRa Transmissions, Wenliang Mao, 2021-06-21
• [HotNets'2020] "Internet from Space" without Inter-satellite Links?, Jiangshu Liu, 2021-06-21
• [HotNets'2020] A Distributed and Hybrid Ground Station Network for Low Earth Orbit Satellites, Jiangshu Liu, 2021-06-21
• [Topic] Path Reconstruction in Wireless Network, Luwei Fu, 2021-06-08
• [INFOCOM'2021] Mobility- and Load-Adaptive Controller Placement and Assignment in LEO Satellite Networks, Linyuanqi Zhang, 2021-06-08
• [Topic] Data Storage Management at Edge, Rong CONG, 2021-06-01
• [CONEXT Workshop 2019] Edge Data Repositories - The design of a store-process-send system at the Edge, Rong CONG, 2021-06-01
• [HotEdge 2018] Mobile Data Repositories at the Edge, Rong CONG, 2021-06-01
• [INFOCOM 2021] Store Edge Networked Data(SEND): A Data and Performance Driven Edge Storage Framework, Jiangshu Liu, 2021-06-01
• [TMC'2020] Partial Computation Offloading and Adaptive Task Scheduling for 5G-enabled Vehicular Networks, Wenjie Huang, 2021-05-25
• [Topic] Two problems about my work: data collection and mobile charging scheme, Jianfei Zhang, 2021-05-25
• [INFOCOM'2021] Trust Trackers for Computation Offloading in Edge-Based IoT Networks, Chang Shu, 2021-05-12
• [INFOCOM'2021] Jamming of LoRa PHY and Countermeasure, Xiong Wang, 2021-05-12
• [SenSys'20] SLoRa:Towards Secure LoRa Communications with Fine-grained Physical Layer Features, Wenliang Mao, 2021-04-20
• [SenSys'20] Combating interference for long range LoRa sensing, Weifeng Gao, 2021-04-13
• [TechReport] MA Ced federated learning, Xiaosong Wang, 2021-04-13
• [TVT'2020] Energy-Efficient and Delay-Fair Mobile Computation Offloading, Wenjie Huang, 2021-4-7
• [TVT'2020] A Utility Model for Photo Selection in Mobile Crowdsensing, Changsheng Liu, 2021-4-7
• [TMC'2021] An Application Placement Technique for Concurrent IoT Applications in Edge and Fog Computing Environments, Jiwei Mo, 2021-3-30
• [TMC'2021] Multi-Task Allocation Under Time Constraints in Mobile Crowdsensing, Luwei Fu, 2021-3-30

2020

• [TMC'20] A Fuzzy Logic-based On-demand Charging Algorithm for Wireless Rechargeable Sensor Networks with Multiple Chargers, Rong Cong, 2020-11-19
• [Topic] Two problems about my work: data collection and mobile charging scheme, Wenjie Huang, 2020-11-19

• [Topic] [ The path planning algorithm for multiple mobile edge servers in EdgeGO], Rong Cong, 2020-11-18

• [Mobisys20] Combating packet collisions using non-stationary signal scaling in LPWANs, Wenliang Mao, 2020-11-18
• [Topic] [ Dependency-Aware and Latency-Optimal Service Cache in Edge networks], Jiwei Mo, 2020-11-18
• [talk] Paper Carnival 2020, ALL, 2020-09-24,25,26

• [INFOCOM'20] Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, YuHong Jiang, 2020-5-16

• [INFOCOM'20] Joint Optimization of Signal Design and Resource Allocation in Wireless D2D Edge Computing, Shiqi Hu, 2020-4-20
• [INFOCOM'20] LiteNap: Downclocking LoRa Reception, Wenliang Mao, 2020-4-13
• [INFOCOM'20] Delay-Optimal Distributed Edge Computing in Wireless Edge Networks, Chang Shu, 2020-3-30
• [IoTJ 2018] Over-the-Air Computation for IoT Networks: Computing Multiple Functions With Antenna Arrays, Yuhong Jiang, 2020-3-23
• [SIGCOMM'19] RF-based Inertial Measurement, Weifeng Gao, 2020-3-16

2019

• [ICDCS'19] FRAME: Fault Tolerant and Real-Time Messaging for Edge Computing, Xiaosong Wang, 2019-12-25
• [INFOCOM'19] Intelligent Edge-Assisted Crowdcast with Deep Reinforcement Learning for Personalized QoE, Hengwei Deng, 2019-12-25
• [ieee communications magazine'18] Orchestration of Microservices for IoT Using Docker and Edge Computing, Changsheng Liu, 2019-12-17
• [Computer Science'13] Playing Atari with Deep Reinforcement Learning, Jie Zhang, 2019-12-17
• [ICNP'19] Exploiting Rateless Codes and Cross-Layer Optimization for Low-Power Wide-Area Networks, Silin Feng, 2019-11-13
• [ICDCS'19] DMRA: A Decentralized Resource Allocation Scheme for Multi-SP Mobile Edge Computing, Jiwei Mo, 2019-11-13
• [MobiCom'19] Edge Assisted Real-time Object Detection for MobileAugmented Reality, Yunpeng Han, 2019-11-06
• [NSDI'20] Frequency Configuration for Low-Power Wide-Area Networks in a Heartbeat, Xiong Wang, 2019-11-06
• [MobiSys'16] Mobility Modeling and Prediction in Bike-Sharing Systems, Anqi Yang, 2019-10-30
• [Tech. Rep.] LoRa Localization, Xuan Yang, 2019-10-30
• [SigComm'19] E2E: Embracing User Heterogeneity to ImproveQuality of Experience on the Web, Jingwei Li, 2019-10-23
• [ICDCS'19] CMFL: Mitigating Communication Overhead for Federated Learning, Yuhong Jiang, 2019-10-23
• [Tech.Rep.] Report on LoRa reliable protocols, Wenliang Mao, 2019-10-16
• [ICDCS'19] Computation Offloading for Mobile-Edge Computing with Multi-user, Chang Shu, 2019-10-16

• [Paper_Carnival_2019] Paper Carnival 2019, ALL, 2019-09-28,29,30
• [INFOCOM'19] Octans: Optimal Placement of Service Function Chains in Many-Core Systems, Yuntong Zhang, 2019-05-22
• [INFOCOM'19] Adaptive Interference-Aware VNF Placement for Service-Customized 5G Network Slices, Zhe Wang, 2019-05-22
• [Tech. Rep.] Recent progress and further trends on EdgeCloudSim, Yunpeng Han, 2019-04-19
• [MobiCom'19] mD-Track: Leveraging Multi-Dimensionality for Passive Indoor Wi-Fi Tracking, Xuan Yang, 2019-04-19
• [NSDI'19] Correctness and Performance for Stateful Chained Network Functions, Yunpeng Han, 2019-04-19
• [INFOCOM'19] Charging Oriented Sensor Placement and Flexible Scheduling in Rechargeable WSN, Wenjie Huang, 2019-04-12
• [SIGCOMM'13] Developing a Predictive Model of Quality of Experience for Internet Video, Yuhong Jiang, 2019-04-12
• [INFOCOM'19] Brush like a Dentist: Accurate Monitoring of Toothbrushing via Wrist-Worn Gesture Sensing, Jingwei Li, 2019-03-29
• [INFOCOM'19] Nomad: An Efficient Consensus Approach for Latency-Sensitive Edge-Cloud Applications, Anqi Yang, 2019-03-29
• [INFOCOM'19] Winning at the Starting Line: Joint Network Selection and Service Placement for Mobile Edge Computing, Chang Shu, 2019-03-22
• [INFOCOM'19] Interference Recycling: Exploiting Interfering Signals to Enhance Data Transmission, Wenliang Mao, 2019-03-22
• [COMST'18] Small Cells in the Forthcoming 5G/IoT: Traffic Modeling and Deployment Overview, Anqi Yang, 2019-01-04

2018

• [SIGCOMM'18] Elastic Sketch: Adaptive and Fast Network-wide Measurements, Wenliang Mao, 2018-12-21
• [TMC'17] Performance analysis of mobile data offloading in heterogeneous networks, Yunpeng Han, 2018-12-06
• [COMST'18] Small Cells in the Forthcoming 5G/IoT: Traffic Modelling and Deployment Overview, Anqi Yang, 2018-12-06
• [TMC'17] A Reliability-Augmented Particle Filter for Magnetic Fingerprinting based Indoor Localization on Sma, Wenjie Huang, 2018-11-30
• [ToN'18] A Distributed Computation Offloading Strategy in Small-Cell Networks Integrated With Mobile Edge Computing, Yuhong Jiang, 2018-11-23
• [ICNP'18] Networking Support For Physical-Layer Cross-Technology Communication, Jingwei Li, 2018-11-23
• [IoT Journal'18] Mobile-Edge Computation Offloading for Ultra-Dense IoT Networks, Chang Shu, 2018-11-16
• [IPSN'17] BLEnd: Practical Continuous Neighbor Discovery for Bluetooth Low Energy, Minghang Yang, 2018-11-16
• [Topic] LoRa Applications (two papers), Xinyuan Huang, 2018-10-19
• [TMC'17] Static and Mobile Target k-Coverage in Wireless Rechargeable Sensor Networks, Shuowei Chen, 2018-10-19
• [EWSN'17] MOR: Multichannel Opportunistic Routing for Wireless Sensor Networks, Xuan Yang, 2018-10-12
• [TMC'17] Hermes: Latency Optimal Task Assignment for Resource-constrained Mobile Computing, Yunpeng Han, 2018-10-12
• [MobiCom'17] FoggyCache: Cross-Device Approximate Computation Reuse, Jingwei Li, 2018-09-30
• [INFOCOM'18] Knowledge-centric proactive edge caching over mobile content distribution network, Anqi Yang, 2018-09-21
• [TWC'18] Enhancing Video Rate Adaptation with Mobile Edge Computing and Caching in Software-defined Mobile Ne, Yuhong Jiang, 2018-09-21
• [INFOCOM'18] Dynamic,Latency-Optimal vNF Placement at the Network Edge, Latency-Optimal vNF Placement at the Network Edge, Chang Shu
• [TMC'17] Neighbor Discovery and Rendezvous Maintenance with Extended Quorum Systems for Mobile Applications, Minghang Yang, 2018-09-14
• [Special Session] 3-day discussion on recent papers in wireless,networking and mobile, networking and mobile</a>, Chang Shu
• [IPSN'18] Charm: Exploiting Geographical Diversity Through Coherent Combining in Low-Power Wide-Area Networks, Weifeng Gao, 2018-06-15
• [INFOCOM'18] Adaptive VNF Scaling and Flow Routing with Proactive Demand Prediction, Chang Shu, 2018-06-15
• [ComMag'17] The Algorithmic Aspects of Network Slicing, Yunpeng Han, 2018-06-08
• [IPSN'18] Continuous Wireless Link Rates for Internet of Things, Luqi Yang, 2018-06-08
• [INFOCOM'18] TwinBee: Reliable Physical-Layer Cross-Technology Communication with Symbol-Level Coding, Xinyuan Huang, 2018-06-01
• [Invited Tech.Rep.] Report on recent research progress, Songfan Li, 2018-06-01
• [Special Session] Scheduling Algorithms for Resource-Constrained Systems, Prof. Dakai Zhu from UTSA, 2018-05-28
• [CVPR'17] Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning, Hui Cao, 2018-05-21
• [INFOCOM'18] Self-Adapting Quorum-Based Neighbor Discovery in Wireless Sensor Networks, Minghang Yang, 2018-05-21
• [Special Session] From Location to Activity: Human-centric Sensing and Analytics, Prof. Tao Gu, 2018-05-11
• [INFOCOM'18] [# LipPass: Lip Reading-based User Authentication on Smartphones Leveraging Acoustic Signals], Shuowei Chen, 2018-04-27
• [JSAC'17] QoE-Aware and Reliable Traffic Steering for Service Function Chaining in Mobile Networks, Zhe Wang, 2018-04-27
• [JSAC'17] Distributed Service Function Chaining, Yuntong Zhang, 2018-04-13
• [INFOCOM'18] Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks, Zi Wang, 2018-04-13
• [INFOCOM'18] One-Hop Out-of-Band Control Planes for Low-Power Multi-Hop Wireless Networks, Chang Shu, 2018-03-16
• [SigComm'16] OpenBox: A Software-De?ned Framework for Developing,Deploying,and Managing Network Functions, Deploying, and Managing Network Functions</a>
• [SigComm'17] Empowering Low-Power Wide Area Networks in Urban Settings, Weifeng Gao, 2018-02-02
• [ComMag16] Hypergraph Theory: Applications in 5G Heterogeneous Ultra-Dense Networks, Yunpeng Han, 2018-01-26
• [TCST'17] Optimal UAV Route Planning for Coverage Search of Stationary Target in River, Hui Cao, 2018-01-26

2017

• [MobiCom'17] ReflexCode: Coding with Superposed Reflection Light for LED-Camera Communication, Xinyuan Huang, 2017-12-08
• [Proc. IEEE 2016] Using Smart Edge IoT Devices for Safer,Rapid Response With Industry IoT Control Operations, Rapid Response With Industry IoT Control Operations</a>, Minghang Yang
• [INFOCOM'17] Approximation Algorithms for The NFV Service Distribution Problem, Yuntong Zhang, 2017-11-24
• [CCS'17] DolphinAtack: Inaudible Voice Commands, Zifei Zhao, 2017-11-24
• [NSDI'17] Improving User Perceived Page Load Times Using Gaze, Yaoyao Pang, 2017-11-17
• [CoNEXT'16] Flurries: Countless Fine-Grained NFs for Flexible Per-Flow Customization, Zhe Wang, 2017-11-17
• [MobiCom'17] PassiveVLC: Enabling Practical Visible Light Backscatter Communication for Battery-free IoT Applicat, Weifeng Gao, 2017-11-10
• [INFOCOM'17] Service Chain Embedding with Maximum Flow in Software-defined Network and Application to The Next-Ge, Chang Shu, 2017-11-10
• [INFOCOM'17] BAC: Bandwidth-Aware Compression for EfficientLive Migration of Virtual Machines, Yunpeng Han, 2017-11-03
• [MobiCom'17] WEBee: Physical-Layer Cross-Technology Communication via Emulation, Shuowei Chen, 2017-11-03
• [SigComm'17] NFVnice: Dynamic Backpressure and Scheduling for NFV Service Chains, Hui Cao, 2017-10-27
• [MobiCom'17] Continuous Authentication for Voice Assistants, Heng Yuan, 2017-10-27
• [TWC'17] Computation Offloading and Resource Allocation in Wireless Cellular Networks With Mobile Edge Computing, Xinyuan Huang, 2017-10-20
• [ToN'17] Chase: Taming concurrent broadcast for flooding in asynchronous duty cycle networks, Minghang Yang, 2017-10-20
• [TOSN'17] Improving Performance of Synchronous Transmission-Based Protocols Using Capture Effect over Multicha, Luqi Yang, 2017-10-13
• [SigComm'17] Dynamic Service Chaining with Dysco, Chang Shu, 2017-10-13
• [INFOCOM'17] ER: Early Recognition of Inattentive Driving Leveraging Audio Devices on Smartphones, Zifei Zhao, 2017-09-29
• [INFOCOM'17] LightTouch: Securely Connecting Wearables to Ambient Displays with User Intent, Yaoyao Pang, 2017-09-22
• [INFOCOM'17] Traffic Aware Placement of Interdependent NFV Middleboxes, Zhe Wang, 2017-09-22
• [SigComm'17] NFP: Enabling Network Function Parallelism in NFV, Yuntong Zhang, 2017-09-22
• [NFV-SDN'16] Efficient service Graph Embedding: A Practical Approach, Chang Shu, 2017-09-11
• [SenSys'17] Network-wide Consensus Utilizing the Capture Effect in Low-power Wireless Networks, Weifeng Gao, 2017-09-11
• [INFOCOM'17] Survivable and Bandwidth Guaranteed Embe, Yuntong Zhang, 2017-06-26
• [MobiCom'15] [ Survivable and Bandwidth Guaranteed Embedding of Virtual Clusters in Cloud Data Centers], Yuntong Zhang, 2017-06-26
• [MobiCom'15] Keystroke Recognition Using WiFi Signals, Weiwang Li, 2017-06-26

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